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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2023.1235340</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Correction</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Corrigendum: A machine learning model for visualization and dynamic clinical prediction of stroke recurrence in acute ischemic stroke patients: a real-world retrospective study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Wang</surname> <given-names>Kai</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x02020;</sup></xref>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Shi</surname> <given-names>Qianqian</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x02020;</sup></xref>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Sun</surname> <given-names>Chao</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x02020;</sup></xref>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Liu</surname> <given-names>Wencai</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x02020;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Yau</surname> <given-names>Vicky</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Xu</surname> <given-names>Chan</given-names></name>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Liu</surname> <given-names>Haiyan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Sun</surname> <given-names>Chenyu</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Yin</surname> <given-names>Chengliang</given-names></name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Wei</surname> <given-names>Xiu&#x00027;e</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c003"><sup>&#x0002A;</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Li</surname> <given-names>Wenle</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02021;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1350853/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Rong</surname> <given-names>Liangqun</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x0002A;</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Neurology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou</institution>, <addr-line>Jiangsu</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Key Laboratory of Neurological Diseases, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou</institution>, <addr-line>Jiangsu</addr-line>, <country>China</country></aff>
<aff id="aff3"><sup>3</sup><institution>State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics &#x00026; Center for Molecular Imaging and Translational Medicine, School of Public Health, Xiamen University</institution>, <addr-line>Xiamen</addr-line>, <country>China</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Neurosurgery, The Second Affiliated Hospital of Soochow University</institution>, <addr-line>Suzhou</addr-line>, <country>China</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Orthopaedic Surgery, The First Affiliated Hospital of Nanchang University</institution>, <addr-line>Nanchang</addr-line>, <country>China</country></aff>
<aff id="aff6"><sup>6</sup><institution>Division of Oral and Maxillofacial Surgery, Columbia University Irving Medical Center</institution>, <addr-line>New York, NY</addr-line>, <country>United States</country></aff>
<aff id="aff7"><sup>7</sup><institution>Department of Dermatology, Xianyang Central Hospital</institution>, <addr-line>Xianyang</addr-line>, <country>China</country></aff>
<aff id="aff8"><sup>8</sup><institution>Faculty of Medicine, Macau University of Science and Technology</institution>, <addr-line>Macau</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited and reviewed by: Ming Li, Hong Kong Polytechnic University, Hong Kong SAR, China</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Wenle Li <email>drlee0910&#x00040;163.com</email></corresp>
<corresp id="c002">Liangqun Rong <email>rongliangqun&#x00040;163.com</email></corresp>
<corresp id="c003">Xiu&#x00027;e Wei <email>wxeqq&#x00040;163.com</email></corresp>
<fn fn-type="equal" id="fn001"><p>&#x02020;These authors have contributed equally to this work and share first authorship</p></fn>
<fn fn-type="other" id="fn002"><p>&#x02021;ORCID: Wenle Li <ext-link ext-link-type="uri" xlink:href="https://orcid.org/0000-0002-2933-646X">orcid.org/0000-0002-2933-646X</ext-link></p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>07</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>17</volume>
<elocation-id>1235340</elocation-id>
<history>
<date date-type="received">
<day>06</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>06</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2023 Wang, Shi, Sun, Liu, Yau, Xu, Liu, Sun, Yin, Wei, Li and Rong.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Wang, Shi, Sun, Liu, Yau, Xu, Liu, Sun, Yin, Wei, Li and Rong</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) and the copyright owner(s) 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>
<related-article id="RA1" related-article-type="corrected-article" journal-id="Front. Neurosci." journal-id-type="nlm-ta" vol="17" page="1130831" xlink:href="10.3389/fnins.2023.1130831" ext-link-type="doi">A corrigendum on <article-title>A machine learning model for visualization and dynamic clinical prediction of stroke recurrence in acute ischemic stroke patients: a real-world retrospective study</article-title> by Wang, K., Shi, Q., Sun, C., Liu, W., Yau, V., Xu, C., Liu, H., Sun, C., Yin, C., Wei, X., Li, W., and Rong, L. (2023). <italic>Front. Neurosci</italic>. 17:1130831. doi: <object-id>10.3389/fnins.2023.1130831</object-id></related-article>
<kwd-group>
<kwd>stroke</kwd>
<kwd>recurrence</kwd>
<kwd>machine learning</kwd>
<kwd>SHAP</kwd>
<kwd>web calculator</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="0"/>
<page-count count="3"/>
<word-count count="769"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Neural Technology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<p>In the published article, there was an error in the legend for <xref ref-type="fig" rid="F2">Figures 2</xref>&#x02013;<xref ref-type="fig" rid="F6">6</xref> as published. Due to the unfamiliarity of some graduate students in our team with the submission system and the operation process of the writing software, the final version of the image was incorrectly uploaded as the image in the middle of the iteration of our machine learning algorithm model, not the final result of the model. The corrected legend appears below.</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Ten-fold cross-validation within the training set of the machine algorithm.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1235340-g0002.tif"/>
</fig>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Receiver operating characteristic (ROC) curve of machine algorithm model under the test set.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1235340-g0003.tif"/>
</fig>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Radar plots of sensitivity and specificity of 6 machine algorithm models.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1235340-g0004.tif"/>
</fig>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p>Relative importance of variables based on SHAP for RF prediction model.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1235340-g0005.tif"/>
</fig>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p>Online calculator for predicting stroke recurrence.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fnins-17-1235340-g0006.tif"/>
</fig>
<p>The authors apologize for these errors and state that this does not change the scientific conclusions of the article in any way. The original article has been updated.</p>
</body>
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