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<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="review-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Physiol.</journal-id>
<journal-title>Frontiers in Physiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Physiol.</abbrev-journal-title>
<issn pub-type="epub">1664-042X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fphys.2017.01030</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physiology</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Optoacoustic Monitoring of Physiologic Variables</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Esenaliev</surname> <given-names>Rinat O.</given-names></name>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/407030/overview"/>
</contrib>
</contrib-group>
<aff><institution>Laboratory for Optical Sensing and Monitoring, Department of Neuroscience and Cell Biology, Department of Anesthesiology, Center for Biomedical Engineering, University of Texas Medical Branch</institution>, <addr-line>Galveston, TX</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Alexey Goltsov, Abertay University, United Kingdom</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Valeriy G. Andreev, Moscow State University, Russia; Alexey Popov, University of Oulu, Finland</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Rinat O. Esenaliev <email>riesenal&#x00040;utmb.edu</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Vascular Physiology, a section of the journal Frontiers in Physiology</p></fn></author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>12</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>8</volume>
<elocation-id>1030</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>08</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>11</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Esenaliev.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Esenaliev</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Optoacoustic (photoacoustic) technique is a novel diagnostic platform that can be used for noninvasive measurements of physiologic variables, functional imaging, and hemodynamic monitoring. This technique is based on generation and time-resolved detection of optoacoustic (thermoelastic) waves generated in tissue by short optical pulses. This provides probing of tissues and individual blood vessels with high optical contrast and ultrasound spatial resolution. Because the optoacoustic waves carry information on tissue optical and thermophysical properties, detection, and analysis of the optoacoustic waves allow for measurements of physiologic variables with high accuracy and specificity. We proposed to use the optoacoustic technique for monitoring of a number of important physiologic variables including temperature, thermal coagulation, freezing, concentration of molecular dyes, nanoparticles, oxygenation, and hemoglobin concentration. In this review we present origin of contrast and high spatial resolution in these measurements performed with optoacoustic systems developed and built by our group. We summarize data obtained <italic>in vitro</italic>, in experimental animals, and in humans on monitoring of these physiologic variables. Our data indicate that the optoacoustic technology may be used for monitoring of cerebral blood oxygenation in patients with traumatic brain injury and in neonatal patients, central venous oxygenation monitoring, total hemoglobin concentration monitoring, hematoma detection and characterization, monitoring of temperature, and coagulation and freezing boundaries during thermotherapy.</p>
</abstract>
<kwd-group>
<kwd>optoacoustic</kwd>
<kwd>photoacoustic</kwd>
<kwd>monitoring</kwd>
<kwd>imaging</kwd>
<kwd>sensing</kwd>
<kwd>physiologic</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="1"/>
<equation-count count="10"/>
<ref-count count="47"/>
<page-count count="6"/>
<word-count count="4360"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Optical techniques can be used for noninvasive measurements of physiologic variables, functional imaging, and hemodynamics monitoring. These measurements are mostly based on high optical absorption contrast of tissue chromophores (Welch and van Gemert, <xref ref-type="bibr" rid="B46">2011</xref>; Tuchin, <xref ref-type="bibr" rid="B45">2016</xref>). However, optical techniques have drawbacks associated with limited resolution due to strong light scattering in tissues.</p>
<p>Optoacoustic technique utilizes thermoelastic generation of optoacoustic (ultrasound) waves in tissues by short optical pulses. Optoacoustic pressure wave amplitude is linearly dependent on the absorption coefficient. Time-resolved detection of the optoacoustic waves yields high (optical) contrast and high (ultrasound) resolution that can be used for imaging, sensing, and monitoring in tissues.</p>
<p>Since early 1990s we have been working on biomedical optoacoustics and proposed to use it for many diagnostic applications, developed and built optoacoustic systems, and tested them in tissues phantoms, tissues <italic>in vitro</italic> and <italic>in vivo</italic>, animal models, and clinical studies (Esenaliev et al., <xref ref-type="bibr" rid="B19">1993</xref>, <xref ref-type="bibr" rid="B18">1996</xref>, <xref ref-type="bibr" rid="B13">1997</xref>, <xref ref-type="bibr" rid="B11">1998a</xref>, <xref ref-type="bibr" rid="B12">1999b</xref>, <xref ref-type="bibr" rid="B15">2002a</xref>, <xref ref-type="bibr" rid="B16">2004a</xref>,<xref ref-type="bibr" rid="B20">b</xref>; Oraevsky et al., <xref ref-type="bibr" rid="B30">1998</xref>; Larin et al., <xref ref-type="bibr" rid="B25">2001</xref>, <xref ref-type="bibr" rid="B27">2002</xref>, <xref ref-type="bibr" rid="B26">2005</xref>; Larina et al., <xref ref-type="bibr" rid="B28">2005</xref>; Petrova et al., <xref ref-type="bibr" rid="B40">2005</xref>, <xref ref-type="bibr" rid="B41">2009</xref>; Petrov et al., <xref ref-type="bibr" rid="B38">2005</xref>, <xref ref-type="bibr" rid="B37">2006</xref>, <xref ref-type="bibr" rid="B33">2012a</xref>,<xref ref-type="bibr" rid="B34">b</xref>, <xref ref-type="bibr" rid="B32">2014</xref>, <xref ref-type="bibr" rid="B35">2016</xref>, <xref ref-type="bibr" rid="B36">2017a</xref>,<xref ref-type="bibr" rid="B39">b</xref>; Brecht et al., <xref ref-type="bibr" rid="B2">2007</xref>; Patrikeev et al., <xref ref-type="bibr" rid="B31">2007</xref>; Herrmann et al., <xref ref-type="bibr" rid="B23">2017</xref>). In this review we present origin of contrast and high spatial resolution in physiologic measurements and discuss results obtained with the optoacoustic systems <italic>in vitro</italic>, in animals, and in humans on monitoring of physiologic variables.</p>
</sec>
<sec id="s2">
<title>Origin of high contrast and resolution in optoacoustic measurements</title>
<sec>
<title>Theoretical background</title>
<p>The thermoelastic mechanism of optoacoustic wave generation is based on absorption of light energy in a medium followed by temperature rise and thermal expansion in the medium. The thermal expansion of the irradiated medium induces mechanical stress (pressure rise). A short optical pulse with the incident fluence, F<sub>o</sub>, induces a pressure rise, P(z), in the medium upon condition of stress confinement:</p>
<disp-formula id="E1"><label>(1)</label><mml:math id="M1"><mml:mtable class="eqnarray" columnalign="right center left"><mml:mtr><mml:mtd><mml:mi>P</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>z</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>&#x003B2;</mml:mi><mml:msup><mml:mrow><mml:msub><mml:mrow><mml:mi>c</mml:mi></mml:mrow><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mrow><mml:mi>C</mml:mi></mml:mrow><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mi>F</mml:mi><mml:mo>=</mml:mo><mml:mo>&#x00393;</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mi>F</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>z</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mo>&#x00393;</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mo class="qopname">exp</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mo>-</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mi>z</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>where &#x003B2; [1/&#x000B0;C] is the thermal expansion coefficient; c<sub>s</sub> [cm/s] is the speed of sound; C<sub>p</sub> [J/g&#x000B0;C] is the heat capacity at constant pressure; F(z) [J/cm<sup>2</sup>] is the fluence of the optical pulse; and &#x003BC;<sub>a</sub> [cm<sup>&#x02212;1</sup>] is the absorption coefficient of the medium. The generated optoacoustic pressure can be expressed in J/cm<sup>3</sup> or in bar (1 J/cm<sup>3</sup> &#x0003D; 10 bar). The combination of the thermophysical parameters, &#x003B2;<inline-formula><mml:math id="M2"><mml:msubsup><mml:mrow><mml:mtext>c</mml:mtext></mml:mrow><mml:mrow><mml:mtext>s</mml:mtext></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:math></inline-formula>/C<sub>p</sub> in Equation (1) represents the Gr&#x000FC;neisen parameter, &#x00393; (dimensionless). The exponential light attenuation in the medium is represented by exp(&#x02212;&#x003BC;<sub>a</sub>z).</p>
<p>The Equation (1) is valid upon the stress-confinement condition when pressure relaxation is negligible during the heat deposition. The stress-confined condition is satisfied when light pulse duration, &#x003C4;<sub><italic>p</italic></sub>, is shorter than the stress relaxation time in the irradiated volume,&#x003C4;<sub><italic>str</italic></sub>:</p>
<disp-formula id="E2"><label>(2)</label><mml:math id="M3"><mml:mtable class="eqnarray" columnalign="right center left"><mml:mtr><mml:mtd><mml:msub><mml:mrow><mml:mi>&#x003C4;</mml:mi></mml:mrow><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub><mml:mo>&#x0003C;</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003C4;</mml:mi></mml:mrow><mml:mrow><mml:mi>s</mml:mi><mml:mi>t</mml:mi><mml:mi>r</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mn>1</mml:mn></mml:mrow><mml:mrow><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi>c</mml:mi></mml:mrow><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>Nanosecond pulses can be used to generate conditions of stress confinement for many biomedical optoacoustic applications including monitoring of physiologic variables (Esenaliev et al., <xref ref-type="bibr" rid="B19">1993</xref>, <xref ref-type="bibr" rid="B18">1996</xref>, <xref ref-type="bibr" rid="B11">1998a</xref>; Larin et al., <xref ref-type="bibr" rid="B25">2001</xref>, <xref ref-type="bibr" rid="B27">2002</xref>, <xref ref-type="bibr" rid="B26">2005</xref>; Larina et al., <xref ref-type="bibr" rid="B28">2005</xref>; Petrova et al., <xref ref-type="bibr" rid="B40">2005</xref>, <xref ref-type="bibr" rid="B41">2009</xref>; Petrov et al., <xref ref-type="bibr" rid="B38">2005</xref>, <xref ref-type="bibr" rid="B37">2006</xref>; Brecht et al., <xref ref-type="bibr" rid="B2">2007</xref>).</p>
<p>According to Equation (1), optoacoustic pressure amplitude is proportional to the Gr&#x000FC;neisen parameter, fluence, and absorption coefficient of the medium, while the pressure spatial profile is dependent on the absorption coefficient. Since z and t are related by the simple equation:</p>
<disp-formula id="E3"><label>(3)</label><mml:math id="M4"><mml:mtable class="eqnarray" columnalign="right center left"><mml:mtr><mml:mtd><mml:mi>z</mml:mi><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi>c</mml:mi></mml:mrow><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub><mml:mi>t</mml:mi></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>the spatial distribution of optoacoustic pressure P(z) is detected by a wide-band acoustic transducer as a temporal profile P(t):</p>
<disp-formula id="E4"><label>(4)</label><mml:math id="M5"><mml:mtable class="eqnarray" columnalign="right center left"><mml:mtr><mml:mtd><mml:mi>P</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>t</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mo>&#x00393;</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mo class="qopname">exp</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mo>-</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi>c</mml:mi></mml:mrow><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub><mml:mi>t</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>Therefore, by analyzing the amplitude and/or temporal profile of optoacoustic waves, one can measure the absolute value of the absorption coefficient of the irradiated medium.</p>
<p>Most tissues are strongly scattering media in the optical spectral range. In addition to the absorption coefficient, two other major optical parameters are responsible for distribution of light in tissues: scattering (&#x003BC;<sub>s</sub>) and effective attenuation (&#x003BC;<sub>eff</sub>) coefficients. Attenuation of diffusively scattered light depends on the effective attenuation coefficient which is related to &#x003BC;<sub>a</sub>, &#x003BC;<sub>s</sub>, and the anisotropy factor (g) as:</p>
<disp-formula id="E5"><label>(5)</label><mml:math id="M6"><mml:mtable class="eqnarray" columnalign="right center left"><mml:mtr><mml:mtd><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>e</mml:mi><mml:mi>f</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msup><mml:mrow><mml:mrow><mml:mo>{</mml:mo><mml:mrow><mml:mn>3</mml:mn><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>[</mml:mo><mml:mrow><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>&#x0002B;</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mn>1</mml:mn><mml:mo>-</mml:mo><mml:mi>g</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mo>]</mml:mo></mml:mrow></mml:mrow><mml:mo>}</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mn>1</mml:mn><mml:mo>/</mml:mo><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>where &#x003BC;<sub>s</sub>(1&#x02013;g) is the reduced scattering coefficient, &#x003BC;<sup>s</sup>&#x02032; (Welch and van Gemert, <xref ref-type="bibr" rid="B46">2011</xref>). Light penetration depth in tissues is defined as 1/&#x003BC;<sub>eff</sub>. Distribution of laser fluence and, therefore, pressure in tissue (not very close to the surface) is dependent on optical absorption and effective attenuation coefficients:</p>
<disp-formula id="E6"><label>(6)</label><mml:math id="M8"><mml:mtable class="eqnarray" columnalign="right center left"><mml:mtr><mml:mtd><mml:mi>P</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>z</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mo>&#x00393;</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mi>k</mml:mi><mml:msub><mml:mrow><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:msup><mml:mrow><mml:mi>e</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mo>-</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>e</mml:mi><mml:mi>f</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mi>z</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow></mml:msup></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>where <italic>k</italic> is the parameter resulted from multiple scattering in tissue and depends on absorption and scattering coefficients (Welch and van Gemert, <xref ref-type="bibr" rid="B46">2011</xref>).</p>
<p>Absorption and reduced scattering coefficients of tissues are low in the near-IR spectral range (from 700 to 1,300 nm), that results in deeper penetration of near-IR radiation compared with that of other parts of the spectrum. Application of near-IR radiation allows for sufficient penetration of light in tissues for optoacoustic measurements of physiologic variables.</p>
</sec>
<sec>
<title>Monitoring of temperature</title>
<p>Accurate temperature mapping with sub-mm spatial resolution may provide precise thermotherapy of abnormal tissues with minimal damage to surrounding normal tissues. Amplitude of optoacoustic pressure waves induced in many tissues increases with temperature, mostly due to temperature dependence of the thermal expansion coefficient (Esenaliev et al., <xref ref-type="bibr" rid="B14">1998b</xref>; Larin et al., <xref ref-type="bibr" rid="B27">2002</xref>, <xref ref-type="bibr" rid="B26">2005</xref>; Larina et al., <xref ref-type="bibr" rid="B28">2005</xref>). The temperature-dependent Gr&#x000FC;neisen parameter can be expressed with an equation:</p>
<disp-formula id="E7"><label>(7)</label><mml:math id="M9"><mml:mtable class="eqnarray" columnalign="right center left"><mml:mtr><mml:mtd><mml:mo>&#x00393;</mml:mo><mml:mo>=</mml:mo><mml:mi>A</mml:mi><mml:mo>&#x0002B;</mml:mo><mml:mi>B</mml:mi><mml:mi>T</mml:mi></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>where A and B are constants and T is temperature. One can modify (Equation 1) for the case of absorbing media without scattering as:</p>
<disp-formula id="E8"><label>(8)</label><mml:math id="M10"><mml:mtable class="eqnarray" columnalign="right center left"><mml:mtr><mml:mtd><mml:mi>P</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>z</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>A</mml:mi><mml:mo>&#x0002B;</mml:mo><mml:mi>B</mml:mi><mml:mi>T</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>z</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:msup><mml:mrow><mml:mi>e</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mo>-</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mi>z</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow></mml:msup></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>and for the case of strongly scattering media in deeper (not in the subsurface) areas as:</p>
<disp-formula id="E9"><label>(9)</label><mml:math id="M11"><mml:mtable class="eqnarray" columnalign="right center left"><mml:mtr><mml:mtd><mml:mi>P</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>z</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>A</mml:mi><mml:mo>&#x0002B;</mml:mo><mml:mi>B</mml:mi><mml:mi>T</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>z</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mi>k</mml:mi><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:msup><mml:mrow><mml:mi>e</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mo>-</mml:mo><mml:msub><mml:mrow><mml:mi>&#x003BC;</mml:mi></mml:mrow><mml:mrow><mml:mi>e</mml:mi><mml:mi>f</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mi>z</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow></mml:msup></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>where T(z) is the temperature distribution in tissue. One can rearrange (Equation 9) to obtain temperature distribution in tissue:</p>
<disp-formula id="E10"><label>(10)</label><mml:math id="M12"><mml:mtable class="eqnarray" columnalign="right center left"><mml:mtr><mml:mtd><mml:mi>T</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>z</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mi>C</mml:mi><mml:mo>&#x0002B;</mml:mo><mml:mi>D</mml:mi><mml:mo>&#x000B7;</mml:mo><mml:mi>P</mml:mi><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>z</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mo>/</mml:mo><mml:mi>P</mml:mi><mml:msub><mml:mrow><mml:mrow><mml:mo stretchy="false">(</mml:mo><mml:mrow><mml:mi>z</mml:mi></mml:mrow><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mtext>T</mml:mtext><mml:mo>=</mml:mo><mml:mtext>To</mml:mtext></mml:mrow></mml:msub></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>where P(z)<sub>T &#x0003D; To</sub> is the optoacoustic pressure profile recorded at the initial temperature T<sub>o</sub> and C and D are parameters that are dependent on tissue properties. Therefore, by recording and analyzing the temporal optoacoustic pressure profile, one can reconstruct distribution of temperature during hyperthermia.</p>
<p>We experimentally demonstrated linear increase with temperature of optoacoustic pressure amplitude in tissue phantoms and tissues such as liver and myocardium (Esenaliev et al., <xref ref-type="bibr" rid="B14">1998b</xref>). In another set of experiments, using rapid heating, we produced temperature gradients in tissue and tissue-like sample (Larina et al., <xref ref-type="bibr" rid="B28">2005</xref>). During the heating we monitored the temperature distribution with optoacoustic system, while a multi-sensor temperature probe inserted in the samples measured actual temperature distribution. These studies demonstrated that the accuracy of optoacoustic temperature was better than 1&#x000B0;C at the spatial resolution less than 1 mm.</p>
</sec>
<sec>
<title>Monitoring of coagulation and freezing front</title>
<p>Tissue optical and thermophysical properties change due to coagulation or freezing. This may provide fast and accurate optoacoustic feedback during thermotherapy with heating or cooling agents. Because the optoacoustic wave amplitude and temporal parameters are dependent on tissue properties (Equation 6), detection and analysis of the optoacoustic waves during thermotherapy may be used for real-time monitoring of the extent of tissue coagulation or freezing with high resolution and contrast (Esenaliev et al., <xref ref-type="bibr" rid="B11">1998a</xref>; Larin et al., <xref ref-type="bibr" rid="B27">2002</xref>, <xref ref-type="bibr" rid="B26">2005</xref>; Larina et al., <xref ref-type="bibr" rid="B28">2005</xref>).</p>
<p>We performed high-resolution, real-time optoacoustic monitoring of tissue coagulation during conductive heating (Larina et al., <xref ref-type="bibr" rid="B28">2005</xref>) or interstitial heating by CW laser light (Larin et al., <xref ref-type="bibr" rid="B26">2005</xref>). Analysis of optoacoustic signal slopes was used for monitoring tissue heating and dimensions of coagulation lesions. Coagulation was induced in liver, myocardium, and prostate by interstitial CW Nd:YAG laser irradiation of the samples or by conductive heating. The optical properties did not change up to the coagulation temperature (about 53&#x000B0;C), but sharply increased during heating up to 70&#x000B0;C. The interstitial coagulation front was monitored in freshly excised canine tissues in real time with spatial resolution of about 0.6 mm. These results suggested that this technique may be used for real-time precise thermotherapy of malignant and benign lesions at depths of the order of centimeter.</p>
<p>Real-time monitoring of cooling and freezing of tissues, cells, and other biological objects with a high spatial and temporal resolution is necessary for selective cryoablation of cancer and benign tumors and for organs, tissues, and other biological objects in medicine and cryobiology. Using liquid nitrogen, we demonstrated that tissue hypothermia and freezing can be monitored with the optoacoustic technique because both amplitude and profile of the optoacoustic waves change with temperature during cooling and freezing (Larin et al., <xref ref-type="bibr" rid="B27">2002</xref>). Sharp increase of the optoacoustic signal slope was detected between &#x02212;2 and &#x02212;4&#x000B0;C resulted from the formation of the frozen zone in liver tissue. High spatial resolution (better than 0.5 mm) was obtained in these studies. Such resolution is sufficient for cryoablation monitoring with high precision.</p>
</sec>
<sec>
<title>Monitoring of exogenous dyes and nanoparticles</title>
<p>Optical absorption contrast can be used for monitoring in tissues of exogenous dyes and nanoparticles with high temporal and spatial resolution. Indocyanine green (ICG), an FDA-approved dye for intravenous injections has a high absorption in the near IR spectral range with a maximum at 800&#x02013;805 nm. Optoacoustic measurements of ICG-produced signal can be useful for monitoring of cardiac output (CO), cardiac index (CI), blood volume (BV), and hepatic function. We measured amplitude and peak-to-peak amplitude of optoacoustic signals induced in whole arterial blood <italic>in vitro</italic> at clinically relevant ICG concentrations. Both amplitude and peak-to-peak amplitude of the signals linearly increased with ICG concentration with high correlation coefficients (<italic>R</italic><sup>2</sup> &#x0003D; 0.990 and 0.991, respectively) (Prough et al., <xref ref-type="bibr" rid="B42">2008</xref>). The blood effective attenuation coefficient derived from the optoacoustic signal slopes also increased linearly with ICG concentration with high correlation coefficient of <italic>R</italic><sup>2</sup> &#x0003D; 0.986.</p>
<p>Nano- and microparticles that strongly absorb light can be used for photothermal therapy of abnormal tissues including tumors (Esenaliev, <xref ref-type="bibr" rid="B7">1999a</xref>, <xref ref-type="bibr" rid="B8">2000</xref>, <xref ref-type="bibr" rid="B9">2016a</xref>). High sensitivity of the optoacoustic technique to absorption changes provides basis for monitoring of nanoparticle delivery into tumors and for tumor coagulation. We used the optoacoustic technique for real-time monitoring of nanoparticle accumulation in human tumors of nude mice and the nanoparticle-induced laser thermotherapy of these tumors (Esenaliev et al., <xref ref-type="bibr" rid="B22">2007</xref>).</p>
</sec>
<sec>
<title>Monitoring of hemoglobin concentration</title>
<p>Hemoglobin has a high absorption coefficient in the visible and near-IR spectral range (Welch and van Gemert, <xref ref-type="bibr" rid="B46">2011</xref>). We experimentally demonstrated that both the amplitude and spatial distribution of the generated optoacoustic pressure induced in blood are dependent on total hemoglobin concentration [THb] (Esenaliev et al., <xref ref-type="bibr" rid="B16">2004a</xref>,<xref ref-type="bibr" rid="B20">b</xref>; Petrova et al., <xref ref-type="bibr" rid="B40">2005</xref>).</p>
<p>High z-axial resolution of the optoacoustic technique permits direct [THb] measurements in blood vessels because the optoacoustic waves induced in blood arrive at the acoustic transducer at the time defined by Equation (3). Since the hemoglobin absorption coefficient is dependent on hemoglobin saturation (i.e., oxygenation), we used the wavelength of 805 nm (isobestic point) where oxy- and deoxygenated hemoglobin have same absorption (Esenaliev et al., <xref ref-type="bibr" rid="B16">2004a</xref>,<xref ref-type="bibr" rid="B20">b</xref>; Petrova et al., <xref ref-type="bibr" rid="B40">2005</xref>). This allows for [THb] measurement at any oxygenation.</p>
</sec>
<sec>
<title>Monitoring of oxygenation</title>
<p>One of the most important optoacoustic applications is oxygenation imaging, monitoring, and sensing (Esenaliev et al., <xref ref-type="bibr" rid="B15">2002a</xref>,<xref ref-type="bibr" rid="B17">b</xref>). They can be used for diagnostics and management of large populations of patients including those with traumatic brain injury (TBI), circulatory shock, stroke, patients undergoing surgery, anemic patients, neonatal patients, and fetuses during late-stage labor (Petrova et al., <xref ref-type="bibr" rid="B40">2005</xref>, <xref ref-type="bibr" rid="B41">2009</xref>; Petrov et al., <xref ref-type="bibr" rid="B38">2005</xref>, <xref ref-type="bibr" rid="B37">2006</xref>, <xref ref-type="bibr" rid="B33">2012a</xref>,<xref ref-type="bibr" rid="B34">b</xref>, <xref ref-type="bibr" rid="B32">2014</xref>, <xref ref-type="bibr" rid="B35">2016</xref>, <xref ref-type="bibr" rid="B36">2017a</xref>,<xref ref-type="bibr" rid="B39">b</xref>; Brecht et al., <xref ref-type="bibr" rid="B2">2007</xref>; Esenaliev et al., <xref ref-type="bibr" rid="B21">2016b</xref>; Esenaliev, <xref ref-type="bibr" rid="B10">2017</xref>; Herrmann et al., <xref ref-type="bibr" rid="B23">2017</xref>).</p>
<p>We proposed and developed a noninvasive, optoacoustic diagnostic platform for measurements of oxygenation, hemoglobin concentration, and other important physiological parameters in tissues and specific blood vessels (Petrova et al., <xref ref-type="bibr" rid="B40">2005</xref>, <xref ref-type="bibr" rid="B41">2009</xref>; Petrov et al., <xref ref-type="bibr" rid="B38">2005</xref>, <xref ref-type="bibr" rid="B37">2006</xref>, <xref ref-type="bibr" rid="B33">2012a</xref>,<xref ref-type="bibr" rid="B34">b</xref>, <xref ref-type="bibr" rid="B32">2014</xref>, <xref ref-type="bibr" rid="B35">2016</xref>, <xref ref-type="bibr" rid="B36">2017a</xref>,<xref ref-type="bibr" rid="B39">b</xref>; Brecht et al., <xref ref-type="bibr" rid="B2">2007</xref>; Prough et al., <xref ref-type="bibr" rid="B42">2008</xref>; Herrmann et al., <xref ref-type="bibr" rid="B23">2017</xref>). Because hemoglobin is a major chromophore in the near IR spectral range and its absorption depends on oxygenation, optoacoustics is suitable for monitoring of these physiologic variables.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s3">
<title>Discussion</title>
<p>In early 1990s we performed first experimental studies on biomedical optoacoustics in tissues and mid 1990s obtained first results on optoacoustic microscopy and demonstrated optoacoustic signal detection in tissues at several centimeters depths that is well beyond the optical diffusion limit (five times greater than the light penetration depth defined as 1/&#x003BC;<sub>eff</sub>). High-resolution optoacoustic images of tissue phantoms were reconstructed by our group in early 2000s; since then biomedical optoacoustics/photoacoustics has grown tremendously. Recent original papers and reviews by other groups (and references therein) demonstrate remarkable progress in optoacoustic imaging, cancer detection, microscopy, functional imaging in small animals, optoacoustic instrumentation, dual modality optoacoustic/ultrasound imaging, contrast agents development, and other applications (Jaeger et al., <xref ref-type="bibr" rid="B24">2013</xref>; O&#x00027;Donnell et al., <xref ref-type="bibr" rid="B29">2013</xref>; Su et al., <xref ref-type="bibr" rid="B43">2013</xref>; Daoudi et al., <xref ref-type="bibr" rid="B5">2014</xref>; Ellwood et al., <xref ref-type="bibr" rid="B6">2014</xref>; Yao and Wang, <xref ref-type="bibr" rid="B47">2014</xref>; Taruttis et al., <xref ref-type="bibr" rid="B44">2015</xref>; Bourantas et al., <xref ref-type="bibr" rid="B1">2016</xref>; Cai et al., <xref ref-type="bibr" rid="B3">2016</xref>; Choi et al., <xref ref-type="bibr" rid="B4">2016</xref>).</p>
<p>The results of our studies demonstrated high contrast and high resolution in optoacoustic monitoring, imaging, and sensing of the physiologic variables. The high contrast originates from thermophysical properties (Gr&#x000FC;neisen parameter) and/or from optical properties (absorption and effective attenuation coefficient) of tissue. Table <xref ref-type="table" rid="T1">1</xref> shows the physiologic variables that were monitored in our optoacoustic works, origin of contrast, range, accuracy, and precision of monitoring. Combination of the high contrast with high resolution (from microns to sub-mm) yields a promising diagnostic modality that can be used in clinics and biomedical research. Although light attenuation decreases the monitoring accuracy in thick tissues, high signal-to-noise ratio of optoacoustic signals allowed for accurate measurements of these physiologic variables at depth greater than the optical diffusion limit (Table <xref ref-type="table" rid="T1">1</xref> and references therein).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Physiologic variables that were monitored in our optoacoustics works, origin of contrast, range, accuracy, precision of monitoring, and corresponding references.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Variable</bold></th>
<th valign="top" align="left"><bold>Origin of contrast</bold></th>
<th valign="top" align="left"><bold>Range</bold></th>
<th valign="top" align="left"><bold>Accuracy</bold></th>
<th valign="top" align="left"><bold>References</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Temperature</td>
<td valign="top" align="left">&#x00393;</td>
<td valign="top" align="left">&#x02212;20&#x000B0; to&#x0002B;70&#x000B0;C</td>
<td valign="top" align="left">&#x0003C; 1&#x000B0;C (&#x0003C;1 mm resolution)</td>
<td valign="top" align="left">Esenaliev et al., <xref ref-type="bibr" rid="B14">1998b</xref>; Larin et al., <xref ref-type="bibr" rid="B27">2002</xref>, <xref ref-type="bibr" rid="B26">2005</xref>; Larina et al., <xref ref-type="bibr" rid="B28">2005</xref></td>
</tr>
<tr style="border-top: thin solid #000000;">
<td valign="top" align="left">Coagulation</td>
<td valign="top" align="left">&#x003BC;<sub>a</sub>, &#x003BC;<sub>eff</sub>, &#x00393;</td>
<td valign="top" align="left">0&#x02013;14 mm (extent of coagulation) 52&#x000B0;-70&#x000B0;C</td>
<td valign="top" align="left">&#x0003C;0.6 mm axial (coagulation front measurement)</td>
<td valign="top" align="left">Esenaliev et al., <xref ref-type="bibr" rid="B11">1998a</xref>; Larina et al., <xref ref-type="bibr" rid="B28">2005</xref>; Larin et al., <xref ref-type="bibr" rid="B26">2005</xref></td>
</tr>
<tr style="border-top: thin solid #000000;">
<td valign="top" align="left">Freezing</td>
<td valign="top" align="left">&#x003BC;<sub>a</sub>, &#x003BC;<sub>eff</sub>, &#x00393;</td>
<td valign="top" align="left">0&#x02013;10 mm (extent of freezing) &#x02212;20&#x000B0; to 0&#x000B0;C</td>
<td valign="top" align="left">&#x0003C;0.5 mm axial (freezing front measurement)</td>
<td valign="top" align="left">Larin et al., <xref ref-type="bibr" rid="B27">2002</xref></td>
</tr>
<tr style="border-top: thin solid #000000;">
<td valign="top" align="left">Exogenous dyes and nanoparticles</td>
<td valign="top" align="left">&#x003BC;<sub>a</sub>, &#x003BC;<sub>eff</sub></td>
<td valign="top" align="left">0&#x02013;8 mg/dL</td>
<td valign="top" align="left">&#x0003C;0.5 mg/dL</td>
<td valign="top" align="left">Esenaliev et al., <xref ref-type="bibr" rid="B22">2007</xref>; Prough et al., <xref ref-type="bibr" rid="B42">2008</xref></td>
</tr>
<tr style="border-top: thin solid #000000;">
<td valign="top" align="left">Total hemoglobin concentration</td>
<td valign="top" align="left">&#x003BC;<sub>a</sub>, &#x003BC;<sub>eff</sub></td>
<td valign="top" align="left">5&#x02013;20 g/dL</td>
<td valign="top" align="left">1 g/dL (0.2 g/dL precision)</td>
<td valign="top" align="left">Esenaliev et al., <xref ref-type="bibr" rid="B16">2004a</xref>,<xref ref-type="bibr" rid="B20">b</xref>; Petrova et al., <xref ref-type="bibr" rid="B40">2005</xref>; Petrov et al., <xref ref-type="bibr" rid="B36">2017a</xref></td>
</tr>
<tr style="border-top: thin solid #000000;">
<td valign="top" align="left">Oxygenation</td>
<td valign="top" align="left">&#x003BC;<sub>a</sub>, &#x003BC;<sub>eff</sub></td>
<td valign="top" align="left">10&#x02013;100%</td>
<td valign="top" align="left">2.8% (1% precision in veins and arteries)</td>
<td valign="top" align="left">Petrova et al., <xref ref-type="bibr" rid="B41">2009</xref>; Petrov et al., <xref ref-type="bibr" rid="B32">2014</xref>, <xref ref-type="bibr" rid="B35">2016</xref>, <xref ref-type="bibr" rid="B36">2017a</xref>,<xref ref-type="bibr" rid="B39">b</xref></td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec sec-type="conclusions" id="s4">
<title>Conclusion</title>
<p>We proposed to use optoacoustics for imaging, monitoring, and measurements of a number of important physiologic variables and developed optoacoustic systems for these applications. The systems were successfully tested in tissue phantoms, tissues, animals, and human subjects. The obtained data suggest that this technology may be applicable to large populations of patients. We plan to further develop these systems for single measurement, continuous measurement, and monitoring, as well as for 2D, 3D, and 4D imaging of the physiologic variables.</p>
</sec>
<sec id="s5">
<title>Author contributions</title>
<p>The author confirms being the sole contributor of this work and approved it for publication.</p>
<sec>
<title>Conflict of interest statement</title>
<p>RE is a co-owner of Noninvasix, Inc., a UTMB-based startup that has licensed the rights to optoacoustic technology.</p>
</sec>
</sec>
</body>
<back>
<ack><p>The author thanks Drs. Donald S. Prough, Yuriy Petrov, Irene Y. Petrov, Claudia S. Robertson, C. Joan Richardson, other members of the Department of Anesthesiology, Department of Pediatrics and Neonatal Intensive Care Unit at UTMB, and the Department of Neurosurgery and Neurointensive Care Unit of Baylor College of Medicine. Grant support: NIH grants &#x00023;R01EB00763 and &#x00023;U54EB007954 from the National Institute of Biomedical Imaging and Bioengineering, &#x00023;R01NS044345 and &#x00023;R21NS40531 from the National Institute of Neurological Disorders and Stroke, &#x00023;R41HD076568 and &#x00023;R43HD075551 form the Eunice Kennedy Shriver National Institute of Child Health &#x00026; Human Development, and &#x00023;R41HL10309501 from the National Heart, Lung and Blood Institute, contracts from Noninvasix, Inc., the Texas Emerging Technology Fund, and the Moody Center for Brain and Spinal Cord Injury Research/Mission Connect of UTMB. The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIBIB or NIH.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bourantas</surname> <given-names>C. V.</given-names></name> <name><surname>Jaffer</surname> <given-names>F. A.</given-names></name> <name><surname>Gijsen</surname> <given-names>F. J.</given-names></name> <name><surname>van Soest</surname> <given-names>G.</given-names></name> <name><surname>Madden</surname> <given-names>S. P.</given-names></name> <name><surname>Courtney</surname> <given-names>B. K.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Hybrid intravascular imaging: recent advances, technical considerations, and current applications in the study of plaque pathophysiology</article-title>. <source>Eur. Heart J</source>. <volume>38</volume>, <fpage>400</fpage>&#x02013;<lpage>412</lpage>. <pub-id pub-id-type="doi">10.1093/eurheartj/ehw097</pub-id><pub-id pub-id-type="pmid">27118197</pub-id></citation>
</ref>
<ref id="B2">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brecht</surname> <given-names>H. P.</given-names></name> <name><surname>Prough</surname> <given-names>D. S.</given-names></name> <name><surname>Petrov</surname> <given-names>Y. Y.</given-names></name> <name><surname>Patrikeev</surname> <given-names>I.</given-names></name> <name><surname>Petrova</surname> <given-names>I. Y.</given-names></name> <name><surname>Deyo</surname> <given-names>D. J.</given-names></name></person-group> (<year>2007</year>). <article-title><italic>In vivo</italic> monitoring of blood oxygenation in large veins with a triple-wavelength optoacoustic system</article-title>. <source>Opt. Express</source> <volume>15</volume>, <fpage>16261</fpage>&#x02013;<lpage>16269</lpage>. <pub-id pub-id-type="doi">10.1364/OE.15.016261</pub-id><pub-id pub-id-type="pmid">19550914</pub-id></citation>
</ref>
<ref id="B3">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cai</surname> <given-names>C.</given-names></name> <name><surname>Carey</surname> <given-names>K. A.</given-names></name> <name><surname>Nedosekin</surname> <given-names>D. A.</given-names></name> <name><surname>Menyaev</surname> <given-names>Y. A.</given-names></name> <name><surname>Sarimollaoglu</surname> <given-names>M.</given-names></name> <name><surname>Galanzha</surname> <given-names>E. I.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title><italic>In vivo</italic> photoacoustic flow cytometry for early malaria diagnosis</article-title>. <source>Cytometry A</source> <volume>89</volume>, <fpage>531</fpage>&#x02013;<lpage>542</lpage>. <pub-id pub-id-type="doi">10.1002/cyto.a.22854</pub-id><pub-id pub-id-type="pmid">27078044</pub-id></citation>
</ref>
<ref id="B4">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Choi</surname> <given-names>S. S.</given-names></name> <name><surname>Lashkari</surname> <given-names>B.</given-names></name> <name><surname>Dolvo</surname> <given-names>E.</given-names></name> <name><surname>Mandelis</surname> <given-names>A.</given-names></name></person-group> (<year>2016</year>). <article-title>Wavelength-modulated differential photoacoustic radar imager (WM-DPARI): accurate monitoring of absolute hemoglobin oxygen saturation</article-title>. <source>Biomed. Opt. Express</source> <volume>7</volume>, <fpage>2586</fpage>&#x02013;<lpage>2596</lpage>. <pub-id pub-id-type="doi">10.1364/BOE.7.002586</pub-id><pub-id pub-id-type="pmid">27446691</pub-id></citation>
</ref>
<ref id="B5">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Daoudi</surname> <given-names>K.</given-names></name> <name><surname>van den Berg</surname> <given-names>P. J.</given-names></name> <name><surname>Rabot</surname> <given-names>O.</given-names></name> <name><surname>Kohl</surname> <given-names>A.</given-names></name> <name><surname>Tisserand</surname> <given-names>S.</given-names></name> <name><surname>Brands</surname> <given-names>P.</given-names></name></person-group> (<year>2014</year>). <article-title>Handheld probe integrating laser diode and ultrasound transducer array for ultrasound/photoacoustic dual modality imaging</article-title>. <source>Opt. Express</source> <volume>22</volume>, <fpage>26365</fpage>&#x02013;<lpage>26374</lpage>. <pub-id pub-id-type="doi">10.1364/OE.22.026365</pub-id><pub-id pub-id-type="pmid">25401669</pub-id></citation>
</ref>
<ref id="B6">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ellwood</surname> <given-names>R.</given-names></name> <name><surname>Zhang</surname> <given-names>E.</given-names></name> <name><surname>Beard</surname> <given-names>P.</given-names></name> <name><surname>Cox</surname> <given-names>B.</given-names></name></person-group> (<year>2014</year>). <article-title>Photoacoustic imaging using acoustic reflectors to enhance planar arrays</article-title>. <source>J. Biomed. Opt.</source> <volume>19</volume>:<fpage>126012</fpage>. <pub-id pub-id-type="doi">10.1117/1.JBO.19.12.126012</pub-id><pub-id pub-id-type="pmid">25535976</pub-id></citation>
</ref>
<ref id="B7">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name></person-group> (<year>1999a</year>). <article-title>Interaction of radiation with nanoparticles for enhancement of drug delivery in tumors</article-title>. <source>SPIE</source> <volume>3601</volume>, <fpage>166</fpage>&#x02013;<lpage>176</lpage>.</citation>
</ref>
<ref id="B8">
<citation citation-type="patent"><person-group person-group-type="author"><name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name></person-group> (<year>2000</year>). <source>Radiation and Nanoparticles for Enhancement of Drug Delivery in Solid Tumors</source>. Patent &#x00023;<patent>6,165,440</patent>. USPTO patent publications.</citation>
</ref>
<ref id="B9">
<citation citation-type="patent"><person-group person-group-type="author"><name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name></person-group> (<year>2016a</year>). <source>Noninvasive Therapies in the Absence and Presence of Exogenous Nanoparticles</source>. Patent &#x00023;<patent>9,504,824</patent>. USPTO patent publications.</citation>
</ref>
<ref id="B10">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name></person-group> (<year>2017</year>). <article-title>Optoacoustic diagnostic modality: from idea to clinical studies with highly-compact laser diode-based systems</article-title>. <source>J. Biomed. Opt.</source> <volume>22</volume>:<fpage>091512</fpage> <pub-id pub-id-type="doi">10.1117/1.JBO.22.9.091512</pub-id></citation>
</ref>
<ref id="B11">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name> <name><surname>Alma</surname> <given-names>H.</given-names></name> <name><surname>Tittel</surname> <given-names>F. K.</given-names></name> <name><surname>Oraevsky</surname> <given-names>A. A.</given-names></name></person-group> (<year>1998a</year>). <article-title>Axial resolution of laser optoacoustic imaging: influence of acoustic attenuation and diffraction</article-title>. <source>SPIE Proc</source>. <volume>3254</volume>, <fpage>294</fpage>&#x02013;<lpage>301</lpage>.</citation>
</ref>
<ref id="B12">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name> <name><surname>Karabutov</surname> <given-names>A. A.</given-names></name> <name><surname>Oraevsky</surname> <given-names>A. A.</given-names></name></person-group> (<year>1999b</year>). <article-title>Sensitivity of laser optoacoustic imaging in detection of small deeply embedded tumors. <italic>IEEE J</italic></article-title>. <source>Select. Top. Quant. Electron.</source> <volume>5</volume>, <fpage>981</fpage>&#x02013;<lpage>988</lpage>.</citation>
</ref>
<ref id="B13">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name> <name><surname>Karabutov</surname> <given-names>A. A.</given-names></name> <name><surname>Tittel</surname> <given-names>F. K.</given-names></name> <name><surname>Fornage</surname> <given-names>B. D.</given-names></name> <name><surname>Thomsen</surname> <given-names>S. L.</given-names></name> <name><surname>Stelling</surname> <given-names>C.</given-names></name> <etal/></person-group>. (<year>1997</year>). <article-title>Laser optoacoustic imaging for breast cancer diagnostics: limit of detection and comparison with X-ray and ultrasound imaging</article-title>. <source>SPIE Proc</source>. <volume>2979</volume>, <fpage>71</fpage>&#x02013;<lpage>82</lpage>.</citation>
</ref>
<ref id="B14">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name> <name><surname>Larin</surname> <given-names>K. V.</given-names></name> <name><surname>Larina</surname> <given-names>I. V.</given-names></name> <name><surname>Motamedi</surname> <given-names>M.</given-names></name> <name><surname>Oraevsky</surname> <given-names>A. A.</given-names></name></person-group> (<year>1998b</year>). <article-title>Optical properties of normal and coagulated tissues: measurements using combination of optoacoustic and diffuse reflectance techniques</article-title>. <source>SPIE Proc</source>. <volume>3726</volume>, <fpage>560</fpage>&#x02013;<lpage>566</lpage>.</citation>
</ref>
<ref id="B15">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name> <name><surname>Larina</surname> <given-names>I. V.</given-names></name> <name><surname>Larin</surname> <given-names>K. V.</given-names></name> <name><surname>Deyo</surname> <given-names>D. J.</given-names></name> <name><surname>Motamedi</surname> <given-names>M.</given-names></name> <name><surname>Prough</surname> <given-names>D. S.</given-names></name></person-group> (<year>2002a</year>). <article-title>Optoacoustic technique for noninvasive monitoring of blood oxygenation: a feasibility study</article-title>. <source>Appl. Opt.</source> <volume>41</volume>, <fpage>4722</fpage>&#x02013;<lpage>4731</lpage>. <pub-id pub-id-type="doi">10.1364/AO.41.004722</pub-id><pub-id pub-id-type="pmid">12153109</pub-id></citation>
</ref>
<ref id="B16">
<citation citation-type="patent"><person-group person-group-type="author"><name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name> <name><surname>Motamedi</surname> <given-names>M.</given-names></name> <name><surname>Prough</surname> <given-names>D. S.</given-names></name></person-group> (<year>2004a</year>). <source>Continuous Optoacoustic Monitoring of Hemoglobin Concentration and Hematocrit</source>. Patent&#x00023; <patent>6,751,490</patent>. USPTO patent publications.</citation>
</ref>
<ref id="B17">
<citation citation-type="patent"><person-group person-group-type="author"><name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name> <name><surname>Motamedi</surname> <given-names>M.</given-names></name> <name><surname>Prough</surname> <given-names>D. S.</given-names></name> <name><surname>Oraevsky</surname> <given-names>A. A.</given-names></name></person-group> (<year>2002b</year>). <source>Optoacoustic Monitoring of Blood Oxygenation</source>. Patent&#x00023; <patent>6,498,942</patent>. USPTO patent publications.</citation>
</ref>
<ref id="B18">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name> <name><surname>Oraevsky</surname> <given-names>A. A.</given-names></name> <name><surname>Jacques</surname> <given-names>S. L.</given-names></name> <name><surname>Tittel</surname> <given-names>F. K.</given-names></name></person-group> (<year>1996</year>). <article-title>Laser optoacoustic tomography for medical diagnostics: experiments on biological tissues</article-title>. <source>SPIE Proc</source>. <volume>2676</volume>, <fpage>84</fpage>&#x02013;<lpage>90</lpage>. <pub-id pub-id-type="doi">10.1117/12.238817</pub-id></citation>
</ref>
<ref id="B19">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name> <name><surname>Oraevsky</surname> <given-names>A. A.</given-names></name> <name><surname>Letokhov</surname> <given-names>V. S.</given-names></name> <name><surname>Karabutov</surname> <given-names>A. A.</given-names></name> <name><surname>Malinsky</surname> <given-names>T. V.</given-names></name></person-group> (<year>1993</year>). <article-title>Studies of acoustical and shock waves in the pulsed laser ablation of biotissue</article-title>. <source>Lasers Surg. Med.</source> <volume>13</volume>, <fpage>470</fpage>&#x02013;<lpage>484</lpage>. <pub-id pub-id-type="doi">10.1002/lsm.1900130412</pub-id><pub-id pub-id-type="pmid">8366748</pub-id></citation>
</ref>
<ref id="B20">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name> <name><surname>Petrov</surname> <given-names>Y. Y.</given-names></name> <name><surname>Hartrumpf</surname> <given-names>O.</given-names></name> <name><surname>Deyo</surname> <given-names>D. J.</given-names></name> <name><surname>Prough</surname> <given-names>D. S.</given-names></name></person-group> (<year>2004b</year>). <article-title>Continuous, noninvasive monitoring of total hemoglobin concentration by an optoacoustic technique</article-title>. <source>Appl. Opt.</source> <volume>43</volume>, <fpage>3401</fpage>&#x02013;<lpage>3407</lpage>. <pub-id pub-id-type="doi">10.1364/AO.43.003401</pub-id><pub-id pub-id-type="pmid">15219019</pub-id></citation>
</ref>
<ref id="B21">
<citation citation-type="patent"><person-group person-group-type="author"><name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name> <name><surname>Prough</surname> <given-names>D. S.</given-names></name> <name><surname>Petrov</surname> <given-names>Y.</given-names></name> <name><surname>Petrov</surname> <given-names>I. Y.</given-names></name> <name><surname>Saade</surname> <given-names>G.</given-names></name> <name><surname>Olson</surname> <given-names>G. L.</given-names></name></person-group> (<year>2016b</year>). <source>Systems and Methods for Measuring Fetal Cerebral Oxygenation</source>. Patent &#x00023;<patent>9,380,967</patent>. USPTO patent publications.</citation>
</ref>
<ref id="B22">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name> <name><surname>Petrov</surname> <given-names>Y. Y.</given-names></name> <name><surname>Cicenaite</surname> <given-names>I.</given-names></name> <name><surname>Chumakova</surname> <given-names>O. V.</given-names></name> <name><surname>Petrova</surname> <given-names>I. Y.</given-names></name> <etal/></person-group>. (<year>2007</year>). <article-title>Real-time noninvasive optoacoustic monitoring of nanoparticle-mediated photothermal therapy of tumors</article-title>, in <source>SPIE Proc. &#x00023; 6437-0Q</source> (<publisher-loc>Bellingham</publisher-loc>).</citation>
</ref>
<ref id="B23">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Herrmann</surname> <given-names>S.</given-names></name> <name><surname>Petrov</surname> <given-names>I. Y.</given-names></name> <name><surname>Petrov</surname> <given-names>Y.</given-names></name> <name><surname>Richardson</surname> <given-names>C. J.</given-names></name> <name><surname>Fonseca</surname> <given-names>R. A.</given-names></name> <name><surname>Prough</surname> <given-names>D. S.</given-names></name> <etal/></person-group>. (<year>2017</year>). <article-title>Cerebral blood oxygenation measurements in neonates with optoacoustic technique</article-title>. <source>Proc. SPIE</source> 100640Q. <pub-id pub-id-type="doi">10.1117/12.2256170</pub-id></citation>
</ref>
<ref id="B24">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jaeger</surname> <given-names>M.</given-names></name> <name><surname>Bamber</surname> <given-names>J. C.</given-names></name> <name><surname>Frenz</surname> <given-names>M.</given-names></name></person-group> (<year>2013</year>). <article-title>Clutter elimination for deep clinical optoacoustic imaging using localized vibration tagging (LOVIT)</article-title>. <source>Photoacoustics</source> <volume>1</volume>, <fpage>19</fpage>&#x02013;<lpage>29</lpage>. <pub-id pub-id-type="doi">10.1016/j.pacs.2013.07.002</pub-id></citation>
</ref>
<ref id="B25">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Larin</surname> <given-names>K. V.</given-names></name> <name><surname>Hartrumpf</surname> <given-names>O.</given-names></name> <name><surname>Larina</surname> <given-names>I. V.</given-names></name> <name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name></person-group> (<year>2001</year>). <article-title>Comparison of optoacoustic tomography with ultrasound and X-ray imaging for breast cancer detection</article-title>. <source>SPIE Proc</source>. <volume>4256</volume>, <fpage>147</fpage>&#x02013;<lpage>153</lpage>. <pub-id pub-id-type="doi">10.1117/12.429301</pub-id></citation>
</ref>
<ref id="B26">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Larin</surname> <given-names>K. V.</given-names></name> <name><surname>Larina</surname> <given-names>I. V.</given-names></name> <name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name></person-group> (<year>2005</year>). <article-title>Monitoring of tissue coagulation during thermotherapy using optoacoustic technique</article-title>. <source>J. Phys. D Appl. Phys.</source> <volume>38</volume>, <fpage>2645</fpage>&#x02013;<lpage>2653</lpage>. <pub-id pub-id-type="doi">10.1088/0022-3727/38/15/017</pub-id></citation>
</ref>
<ref id="B27">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Larin</surname> <given-names>K. V.</given-names></name> <name><surname>Larina</surname> <given-names>I. V.</given-names></name> <name><surname>Motamedi</surname> <given-names>M.</given-names></name> <name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name></person-group> (<year>2002</year>). <article-title>Optoacoustic laser monitoring of cooling and freezing of tissues</article-title>. <source>Quant. Electron.</source> <volume>32</volume>, <fpage>953</fpage>&#x02013;<lpage>958</lpage>. <pub-id pub-id-type="doi">10.1070/QE2002v032n11ABEH002327</pub-id></citation>
</ref>
<ref id="B28">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Larina</surname> <given-names>I. V.</given-names></name> <name><surname>Larin</surname> <given-names>K. V.</given-names></name> <name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name></person-group> (<year>2005</year>). <article-title>Real-time optoacoustic monitoring of temperature in tissues</article-title>. <source>J. Phys. D Appl. Phys.</source> <volume>38</volume>, <fpage>2633</fpage>&#x02013;<lpage>2639</lpage>. <pub-id pub-id-type="doi">10.1088/0022-3727/38/15/015</pub-id></citation>
</ref>
<ref id="B29">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>O&#x00027;Donnell</surname> <given-names>M.</given-names></name> <name><surname>Wei</surname> <given-names>C. W.</given-names></name> <name><surname>Xia</surname> <given-names>J.</given-names></name> <name><surname>Pelivanov</surname> <given-names>I.</given-names></name> <name><surname>Jia</surname> <given-names>C.</given-names></name> <name><surname>Huang</surname> <given-names>S. W.</given-names></name> <etal/></person-group>. (<year>2013</year>). <article-title>Can molecular imaging enable personalized diagnostics? An example using magnetomotive photoacoustic imaging</article-title>. <source>Ann. Biomed. Eng.</source> <volume>41</volume>, <fpage>2237</fpage>&#x02013;<lpage>2247</lpage>. <pub-id pub-id-type="doi">10.1007/s10439-013-0901-8</pub-id><pub-id pub-id-type="pmid">23982280</pub-id></citation>
</ref>
<ref id="B30">
<citation citation-type="patent"><person-group person-group-type="author"><name><surname>Oraevsky</surname> <given-names>A. A.</given-names></name> <name><surname>Jacques</surname> <given-names>S. L.</given-names></name> <name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name></person-group> (<year>1998</year>). <source>Optoacoustic Imaging for Medical Diagnostics</source>. US Patent &#x00023;<patent>5,840,023</patent>. USPTO patent publications.</citation>
</ref>
<ref id="B31">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Patrikeev</surname> <given-names>I.</given-names></name> <name><surname>Petrov</surname> <given-names>Y. Y.</given-names></name> <name><surname>Petrova</surname> <given-names>I. Y.</given-names></name> <name><surname>Prough</surname> <given-names>D. S.</given-names></name> <name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name></person-group> (<year>2007</year>). <article-title>Monte Carlo modeling of optoacoustic signals from human internal jugular veins</article-title>. <source>Appl. Opt.</source> <volume>46</volume>, <fpage>4820</fpage>&#x02013;<lpage>4827</lpage>. <pub-id pub-id-type="doi">10.1364/AO.46.004820</pub-id><pub-id pub-id-type="pmid">17609732</pub-id></citation>
</ref>
<ref id="B32">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Petrov</surname> <given-names>A.</given-names></name> <name><surname>Wynne</surname> <given-names>K. E.</given-names></name> <name><surname>Parsley</surname> <given-names>M. A.</given-names></name> <name><surname>Petrov</surname> <given-names>I. Y.</given-names></name> <name><surname>Petrov</surname> <given-names>Y.</given-names></name> <name><surname>Ruppert</surname> <given-names>K. A.</given-names></name> <etal/></person-group>. (<year>2014</year>). <article-title>Optoacoustic detection of intra- and extracranial hematomas in rats after blast injury</article-title>. <source>Photoacoustics</source> <volume>2</volume>, <fpage>75</fpage>&#x02013;<lpage>80</lpage>. <pub-id pub-id-type="doi">10.1016/j.pacs.2014.04.001</pub-id><pub-id pub-id-type="pmid">25302157</pub-id></citation>
</ref>
<ref id="B33">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Petrov</surname> <given-names>I. Y.</given-names></name> <name><surname>Petrov</surname> <given-names>Y.</given-names></name> <name><surname>Prough</surname> <given-names>D. S.</given-names></name> <name><surname>Cicenaite</surname> <given-names>I.</given-names></name> <name><surname>Deyo</surname> <given-names>D. J.</given-names></name> <name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name></person-group> (<year>2012a</year>). <article-title>Optoacoustic monitoring of cerebral venous blood oxygenation through intact scalp in large animals</article-title>. <source>Opt. Express</source> <volume>20</volume>, <fpage>4159</fpage>&#x02013;<lpage>4167</lpage>. <pub-id pub-id-type="doi">10.1364/OE.20.004159</pub-id><pub-id pub-id-type="pmid">22418173</pub-id></citation>
</ref>
<ref id="B34">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Petrov</surname> <given-names>I. Y.</given-names></name> <name><surname>Petrov</surname> <given-names>Y.</given-names></name> <name><surname>Prough</surname> <given-names>D. S.</given-names></name> <name><surname>Deyo</surname> <given-names>D. J.</given-names></name> <name><surname>Cicenaite</surname> <given-names>I.</given-names></name> <name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name></person-group> (<year>2012b</year>). <article-title>Optoacoustic monitoring of cerebral venous blood oxygenation through extracerebral blood</article-title>. <source>Biomed. Opt. Express</source> <volume>3</volume>, <fpage>125</fpage>&#x02013;<lpage>136</lpage>. <pub-id pub-id-type="doi">10.1364/BOE.3.000125</pub-id><pub-id pub-id-type="pmid">22254173</pub-id></citation>
</ref>
<ref id="B35">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Petrov</surname> <given-names>I. Y.</given-names></name> <name><surname>Petrov</surname> <given-names>Y.</given-names></name> <name><surname>Prough</surname> <given-names>D. S.</given-names></name> <name><surname>Richardson</surname> <given-names>C. J.</given-names></name> <name><surname>Fonseca</surname> <given-names>R. A.</given-names></name> <name><surname>Robertson</surname> <given-names>C. S.</given-names></name> <etal/></person-group>. (<year>2016</year>). <article-title>Transmission (forward) mode, transcranial, noninvasive optoacoustic measurements for brain monitoring, imaging, and sensing</article-title>, in <source>SPIE Proc</source> (<publisher-loc>Bellingham</publisher-loc>).</citation>
</ref>
<ref id="B36">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Petrov</surname> <given-names>I. Y.</given-names></name> <name><surname>Prough</surname> <given-names>D. S.</given-names></name> <name><surname>Petrov</surname> <given-names>Y.</given-names></name> <name><surname>Henkel</surname> <given-names>S. N.</given-names></name> <name><surname>Seeton</surname> <given-names>R.</given-names></name> <name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name></person-group> (<year>2017a</year>). <article-title>Simultaneous measurements of total hemoglobin concentration and blood oxygenation with laser diode-based optoacoustic system</article-title>, in <source>Proc. SPIE</source> (<publisher-loc>Bellingham</publisher-loc>).</citation>
</ref>
<ref id="B37">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Petrov</surname> <given-names>Y. Y.</given-names></name> <name><surname>Petrova</surname> <given-names>I. Y.</given-names></name> <name><surname>Patrikeev</surname> <given-names>I. A.</given-names></name> <name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name> <name><surname>Prough</surname> <given-names>D. S.</given-names></name></person-group> (<year>2006</year>). <article-title>Multiwavelength optoacoustic system for noninvasive monitoring of cerebral venous oxygenation: a pilot clinical test in the internal jugular vein</article-title>. <source>Opt. Lett.</source> <volume>31</volume> <fpage>1827</fpage>&#x02013;<lpage>1829</lpage>. <pub-id pub-id-type="doi">10.1364/OL.31.001827</pub-id><pub-id pub-id-type="pmid">16729084</pub-id></citation>
</ref>
<ref id="B38">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Petrov</surname> <given-names>Y. Y.</given-names></name> <name><surname>Prough</surname> <given-names>D. S.</given-names></name> <name><surname>Deyo</surname> <given-names>D. E.</given-names></name> <name><surname>Klasing</surname> <given-names>M.</given-names></name> <name><surname>Motamedi</surname> <given-names>M.</given-names></name> <name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name></person-group> (<year>2005</year>). <article-title>Optoacoustic, noninvasive, real-time, continuous monitoring of cerebral blood oxygenation: an <italic>in vivo</italic> study in sheep</article-title>, <source>Anesthesiology</source> <volume>102</volume>, <fpage>69</fpage>&#x02013;<lpage>75</lpage>. <pub-id pub-id-type="pmid">15618789</pub-id></citation>
</ref>
<ref id="B39">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Petrov</surname> <given-names>Y.</given-names></name> <name><surname>Prough</surname> <given-names>D. S.</given-names></name> <name><surname>Petrov</surname> <given-names>I. Y.</given-names></name> <name><surname>Richardson</surname> <given-names>C. J.</given-names></name> <name><surname>Fonseca</surname> <given-names>R. A.</given-names></name> <name><surname>Robertson</surname> <given-names>C. S.</given-names></name> <etal/></person-group>. (<year>2017b</year>). <article-title>Optoacoustic mapping of cerebral blood oxygenation in humans</article-title>, in <source>Proc. of SPIE</source> (<publisher-loc>Bellingham</publisher-loc>).</citation>
</ref>
<ref id="B40">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Petrova</surname> <given-names>I. Y.</given-names></name> <name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name> <name><surname>Petrov</surname> <given-names>Y. Y.</given-names></name> <name><surname>Brecht</surname> <given-names>H. P.</given-names></name> <name><surname>Svensen</surname> <given-names>C. H.</given-names></name> <name><surname>Olsson</surname> <given-names>J.</given-names></name> <etal/></person-group>. (<year>2005</year>). <article-title>Optoacoustic monitoring of blood hemoglobin concentration: a pilot clinical study</article-title>. <source>Opt. Lett.</source> <volume>30</volume>, <fpage>1677</fpage>&#x02013;<lpage>1679</lpage>. <pub-id pub-id-type="doi">10.1364/OL.30.001677</pub-id><pub-id pub-id-type="pmid">16075535</pub-id></citation>
</ref>
<ref id="B41">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Petrova</surname> <given-names>I. Y.</given-names></name> <name><surname>Petrov</surname> <given-names>Y. Y.</given-names></name> <name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name> <name><surname>Deyo</surname> <given-names>D. J.</given-names></name> <name><surname>Cicenaite</surname> <given-names>I.</given-names></name> <name><surname>Prough</surname> <given-names>D. S.</given-names></name> <etal/></person-group>. (<year>2009</year>). <article-title>Noninvasive monitoring of cerebral blood oxygenation in ovine superior sagittal sinus with novel multi-wavelength optoacoustic system</article-title>. <source>Opt. Express</source> <volume>17</volume>, <fpage>7285</fpage>&#x02013;<lpage>7294</lpage>. <pub-id pub-id-type="doi">10.1364/OE.17.007285</pub-id><pub-id pub-id-type="pmid">19399105</pub-id></citation>
</ref>
<ref id="B42">
<citation citation-type="patent"><person-group person-group-type="author"><name><surname>Prough</surname> <given-names>D. S.</given-names></name> <name><surname>Esenaliev</surname> <given-names>R. O.</given-names></name> <name><surname>Deyo</surname> <given-names>D.</given-names></name> <name><surname>Petrov</surname> <given-names>Y.</given-names></name> <name><surname>Petrov</surname> <given-names>I.</given-names></name></person-group> (<year>2008</year>). <source>Optoacoustic Monitoring of Multiple Parameters</source>. (Pending US Patent &#x00023;<patent>20080255433A1</patent>). USPTO patent publications.</citation>
</ref>
<ref id="B43">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Su</surname> <given-names>R.</given-names></name> <name><surname>Ermilov</surname> <given-names>S.</given-names></name> <name><surname>Liopo</surname> <given-names>A.</given-names></name> <name><surname>Oraevsky</surname> <given-names>A.</given-names></name></person-group> (<year>2013</year>). <article-title>Laser optoacoustic tomography: towards new technology for biomedical diagnostics</article-title>. <source>Nucl. Instrum. Methods Phys. Res. A</source> <volume>720</volume>, <fpage>58</fpage>&#x02013;<lpage>61</lpage>. <pub-id pub-id-type="doi">10.1016/j.nima.2012.12.035</pub-id><pub-id pub-id-type="pmid">25210212</pub-id></citation>
</ref>
<ref id="B44">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Taruttis</surname> <given-names>A.</given-names></name> <name><surname>van Dam</surname> <given-names>G. M.</given-names></name> <name><surname>Ntziachristos</surname> <given-names>V.</given-names></name></person-group> (<year>2015</year>). <article-title>Mesoscopic and macroscopic optoacoustic imaging of cancer</article-title>. <source>Cancer Res.</source> <volume>75</volume>, <fpage>1548</fpage>&#x02013;<lpage>1559</lpage>. <pub-id pub-id-type="doi">10.1158/0008-5472.CAN-14-2522</pub-id><pub-id pub-id-type="pmid">25836718</pub-id></citation>
</ref>
<ref id="B45">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Tuchin</surname> <given-names>V. V.</given-names></name></person-group> (<year>2016</year>). <source>Handbook of Optical Biomedical Diagnostics: Light-Tissue Interaction, Volume 1 and Methods, Volume 2, 2nd Edn.</source> <publisher-loc>Bellingham</publisher-loc>: <publisher-name>SPIE Press</publisher-name>.</citation>
</ref>
<ref id="B46">
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Welch</surname> <given-names>A. J.</given-names></name> <name><surname>van Gemert</surname> <given-names>M. J. C.</given-names></name></person-group> (<year>2011</year>). <source>Optical-Thermal Response of Laser-Irradiated Tissue</source>. <publisher-loc>Amsterdam</publisher-loc>: <publisher-name>Springer Netherlands</publisher-name>.</citation>
</ref>
<ref id="B47">
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yao</surname> <given-names>J.</given-names></name> <name><surname>Wang</surname> <given-names>L. V.</given-names></name></person-group> (<year>2014</year>). <article-title>Sensitivity of photoacoustic microscopy</article-title>. <source>Photoacoustics</source> <volume>2</volume>, <fpage>87</fpage>&#x02013;<lpage>101</lpage>. <pub-id pub-id-type="doi">10.1016/j.pacs.2014.04.002</pub-id><pub-id pub-id-type="pmid">25302158</pub-id></citation>
</ref>
</ref-list>
</back>
</article>