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href="/innovative-work-on-artificial-intelligence-published-in-top-tier-scientific-journal/"> <span>Innovative work on artificial intelligence published in top-tier scientific journal</span> </a> </li> </ol> </div> <div class="blogs-content container"> <div class="blogs-content-main w-full"> <div class="blogs-hero mb-6"> <div class="blogs-hero-image"> <img src="/siteassets/images/specialties/neurology/arcuate/innovative-work-in-ai--hero-25.jpg" alt="" /> </div> </div> <div class="blogs-container"> <div class="blogs-heading"> <h1 class="blogs-heading-title"> Innovative work on artificial intelligence published in top-tier scientific journal </h1> <div class="blogs-heading-date"> <span class="blogs-heading-category" style="color:"> Innovative Care </span> | April 30, 2025 | Christos Papadelis, Ph.D., Assistant Vice President of Neuroscience Research, Hmayag Partamian, Ph.D., Cook Children’s Neurosciences Research Center </div> <h2 class="blogs-heading-subtitle"> </h2> </div> <div class="blogs-content-main-set"> <div class="rich-text"><p>Christos Papadelis, Ph.D., Assistant Vice President of Neurosciences Research, and his team recently published an article in the top-tier scientific journal, Nature Portfolio Digital Medicine, titledm “Machine learning on interictal intracranial EEG predicts surgical outcome in drug resistant epilepsy.”</p> <p>Hmayag Partamian, Ph.D., a post-doc research fellow, served as the first author of this work.</p> <p>In this article, the Cook Children’s Neurosciences Research team proposes the development of an artificial intelligence framework that can identify – in a fully automated fashion – the brain area that generates seizures in children who have drug-resistant epilepsy. These children are unable to control their seizures with drugs and require brain surgery. </p> <p>The automated nature of this innovative tool eliminates the post-acquisition preprocessing cost and time, reducing risks associated with the presurgical evaluation, such as brain infection and neurological damage from the surgery. Such a tool would be particularly useful to epilepsy centers that lack the multidisciplinary expertise to delineate accurately and precisely the brain area where seizures occur in complex cases of children with drug-resistant epilepsy. If validated prospectively, our tool would potentially replace intracranial recordings and benefit children with drug-resistant epilepsy.</p> <p>The study is funded by Dr. Papadelis' R01 grant from the National Institute of Neurological Disorders and Stroke and is in collaboration with Boston Children's Hospital and Harvard Medical School.</p> <p><a title="Machine learning on interictal intracranial EEG predicts surgical outcome in drug resistant epilepsy" href="https://www.nature.com/articles/s41746-025-01531-3" target="_blank" rel="noopener">Machine learning on interictal intracranial EEG predicts surgical outcome in drug resistant epilepsy | npj Digital Medicine</a></p> <p><img src="/siteassets/images/specialties/neurology/arcuate/innovative-work-in-ai-25.jpg" alt="Innovative work on artificial intelligence published in top-tier scientific journal" width="1428" height="901"></p></div> </div> </div> </div> <div class="blogs-content-side"> <div class="rich-text "> <div class="rich-text"><p><a class="score-button primary" title="Consultations and Referrals 682-885-2500" href="tel:+1-682-885-2500" target="_blank" rel="noopener">Consultations and Referrals <br /><span style="white-space: nowrap;">682-885-2500</span></a></p></div> </div> </div> </div> <div class="blogs-content-bottom mb-4"> <section class="score-stripe default gutters left-align" style="" data-epi-type="content"> <div class="container"> <div class="w-full"> <div class="content-area"> <div class=" page-layout"> <div class="rich-text "> <div class="rich-text"><h2 style="margin-top: -30px;">Cook Children's Neurology team</h2> <p>Great outcomes begin with great input. Having a medical system where every department, doctor, and care team member works together means that your child can have quick access to testing, diagnosis and treatment, and that means better outcomes now and in the future.</p> <p>Contact the Jane and John Justin Neurosciences Center at Cook Children's to refer a patient: <a style="white-space: nowrap;" title="Appointments/Referrals" href="tel:+1-682-885-2500">682-885-2500</a>.</p></div> </div> </div> </div> </div> </div> </section> </div> </div> <script type="application/ld+json"> { "@context": "http://schema.org", "@type": "BlogPosting", "mainEntityOfPage": { "@type": "WebPage", "@id": "https://www.arcuate.org/innovative-work-on-artificial-intelligence-published-in-top-tier-scientific-journal" }, "headline": "Innovative work on artificial intelligence published in top-tier scientific journal | The Arcuate", "description": "Christos Papadelis, Ph.D., Assistant Vice President of Neurosciences Research, and his team recently published an article in the top-tier scientific journal, Nature Portfolio Digital Medicine, titled “Machine learning on interictal intracranial EEG predicts surgical outcome in drug resistant epilepsy.”", "image": { "@type": "ImageObject", "url": "https://www.arcuate.org/siteassets/images/specialties/neurology/arcuate/innovative-work-in-ai--hero-25.jpg", "width": "", "height": "" }, "author": { "@type": "Organization", "name": "Cook Childrens" }, "publisher": { "@type": "Organization", "name": "Cook Childrens", "logo": { "@type": "ImageObject", "url": "https://www.arcuate.org/", "width": "", "height": "" } }, "datePublished": "2025-04-30" }; </script> </main> <script defer="defer" src="/Util/Find/epi-util/find.js"></script> <script> document.addEventListener('DOMContentLoaded',function(){if(typeof FindApi === 'function'){var api = new FindApi();api.setApplicationUrl('/');api.setServiceApiBaseUrl('/find_v2/');api.processEventFromCurrentUri();api.bindWindowEvents();api.bindAClickEvent();api.sendBufferedEvents();}}) </script> </main> <footer class="footer" > <div class="footer-wrapper bg-lightgrey"> <div data-react-component="FooterNavigation" data-props='{"upperFooter":{},"lowerFooter":{"socialButtons":[],"copywriteText":"CookChildren\u0027s Health Care System"},"topBorderColor":"#F99D20"}'></div> <div class="middle-footer"> <div class="container flex-wrap pb-14"> <div class="container "> <div class="score-column4 equal"> <div class="score-left"> <div class="rich-text "> <div class="rich-text"></div> </div> <div class="score-image-wrapper "> <img src="/siteassets/images/logo/cook_childrens_standard.svg" alt="" /> </div> </div> <div class="score-center"> <div class="rich-text "> <div class="rich-text"><p style="margin-top: 20px;"><strong>About The Arcuate</strong><br />Cook Children's Arcuate News seeks to provide you with information on programs, innovations, stories, and our continued efforts to provide the best neurosciences care to the patients of Texas and beyond.</p></div> </div> </div> <div class="score-center2"> <div class="rich-text "> <div class="rich-text"><p style="margin-top: 20px;"><strong>From our directors</strong><br />It is an honor and privilege for us to lead the Jane and John Justin Neurosciences Center at Cook Children's. 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