<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.0 20040830//EN" "journalpublishing.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="2.0" xml:lang="en" article-type="expression-of-concern"><front><journal-meta><journal-id journal-id-type="nlm-ta">JMIR Form Res</journal-id><journal-id journal-id-type="publisher-id">formative</journal-id><journal-id journal-id-type="index">27</journal-id><journal-title>JMIR Formative Research</journal-title><abbrev-journal-title>JMIR Form Res</abbrev-journal-title><issn pub-type="epub">2561-326X</issn><publisher><publisher-name>JMIR Publications</publisher-name><publisher-loc>Toronto, Canada</publisher-loc></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">v10i1e91833</article-id><article-id pub-id-type="doi">10.2196/91833</article-id><article-categories><subj-group subj-group-type="heading"><subject>Expression of Concern</subject></subj-group></article-categories><title-group><article-title>Expression of Concern: Data Mining&#x2013;Based Model for Computer-Aided Diagnosis of Autism and Gelotophobia: Mixed Methods Deep Learning Approach</article-title></title-group><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>23</day><month>1</month><year>2026</year></pub-date><volume>10</volume><elocation-id>e91833</elocation-id><history><date date-type="received"><day>20</day><month>01</month><year>2026</year></date><date date-type="accepted"><day>20</day><month>01</month><year>2026</year></date></history><copyright-statement>&#x00A9; JMIR Publications Editorial Office. Originally published in JMIR Formative Research (<ext-link ext-link-type="uri" xlink:href="https://formative.jmir.org">https://formative.jmir.org</ext-link>), 23.1.2026. </copyright-statement><copyright-year>2026</copyright-year><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link>), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Formative Research, is properly cited. The complete bibliographic information, a link to the original publication on <ext-link ext-link-type="uri" xlink:href="https://formative.jmir.org">https://formative.jmir.org</ext-link>, as well as this copyright and license information must be included.</p></license><self-uri xlink:type="simple" xlink:href="https://formative.jmir.org/2026/1/e91833"/><related-article related-article-type="companion" id="e72115" ext-link-type="doi" xlink:href="10.2196/72115" xlink:title="Object of Concern" page="e72115" xlink:type="simple">https://formative.jmir.org/2025/1/e72115</related-article></article-meta></front><body><p>Following the publication of this article [<xref ref-type="bibr" rid="ref1">1</xref>] concerns were raised regarding the validity of the dataset used. The JMIR Publications Editorial Office is investigating this matter and in the interim issues this expression of concern.</p></body><back><ref-list><title>References</title><ref id="ref1"><label>1</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Eldawansy</surname><given-names>M</given-names> </name><name name-style="western"><surname>El Bakry</surname><given-names>H</given-names> </name><name name-style="western"><surname>M Shohieb</surname><given-names>S</given-names> </name></person-group><article-title>Data mining&#x2013;based model for computer-aided diagnosis of autism and gelotophobia: mixed methods deep learning approach</article-title><source>JMIR Form Res</source><year>2025</year><month>08</month><day>13</day><volume>9</volume><fpage>e72115</fpage><pub-id pub-id-type="doi">10.2196/72115</pub-id><pub-id pub-id-type="medline">40802390</pub-id></nlm-citation></ref></ref-list></back></article>