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Accuracy of Seizure Burden Monitoring and Detection of Status Epilepticus with the Clarity AI Algorithm

Author:Parvizi, Josef   Gupta, Archit   Armenta Salas, Michelle   Karunakaran, Suganya   Puranik, Tanaya   Kamousi, Baharan   

Session Name:P2: Epilepsy/Clinical Neurophysiology (EEG): AI Applications: Epilepsy and EEG  

Topic:Epilepsy/Clinical Neurophysiology (EEG)  

Program Number:P2.001  

Author Institution:Stanford, PALO ALTO, CA  Ceribell, Sunnyvale, CA  

Large Language Models in Epilepsy Care: A Systematic Review of Current Applications

Author:Venkatesh, Vandana   Prakash, Vrindha   Alame, Reena   Shields, Lisa   Karakas, Cemal   Haneef, Zulfi   

Session Name:P2: Epilepsy/Clinical Neurophysiology (EEG): AI Applications: Epilepsy and EEG  

Topic:Epilepsy/Clinical Neurophysiology (EEG)  

Program Number:P2.002  

Author Institution:Baylor College of Medicine, Houston, TX  University of California, San Diego, CA  Baylor College of Medicine, TX  Norton Healthcare, Louisville, KY  Children's National Hospital, DC  

Machine Learning Ensemble Models for Neurological Outcome Prediction Following Cardiac Arrest: A Multi-institutional Analysis

Author:Karim, Paul   Madugala, Neha   Hsieh, Haoying   Hou, Carina   Stafford, Rebecca   Scott, Alexander   Xu, Isabelle   Dhruva, Neil   Thomas, Cathi Ann   Coffey, Brian   Daneshmand, Ali   Araujo Contreras, Robert   Patil, Prasad   Greer, David   Noviawaty, Ika   

Session Name:P2: Epilepsy/Clinical Neurophysiology (EEG): AI Applications: Epilepsy and EEG  

Topic:Epilepsy/Clinical Neurophysiology (EEG)  

Program Number:P2.003  

Author Institution:Boston University Chobanian & Avedisian School of Medicine, Hayward, CA  Boston University Chobanian & Avedisian School of Medicine, Boston, MA  Boston Medical Center, Boston, MA  Boston University School of Public Health, Boston, MA  

Hybrid AI for EEG-based Seizure Detection: A PRISMA-guided Narrative Review of Spatiotemporal, Multimodal, and Explainable Models

Author:Sojitra, Mihir   Dhamelia, Archi   Alanís-Bernal, Manuel   

Session Name:P2: Epilepsy/Clinical Neurophysiology (EEG): AI Applications: Epilepsy and EEG  

Topic:Epilepsy/Clinical Neurophysiology (EEG)  

Program Number:P2.004  

Author Institution:B.J. Medical College, Ahmedabad, India, Ahmedabad, India  MGM Medical College Navi Mumbai, Jersey City, NJ  Vall d'Hebron University Hospital, Barcelona, Spain  

Diagnostic Accuracy of Multimodal LLMs in Differentiating Epileptic from Non-epileptic Events in Smartphone Recorded Videos

Author:Patel, Anshum   Vallamchetla, Sai Krishna   safa, adrian   Tatit, Caroline   Kissinger-Knox, Alicia   Roberts, Mark   Bestic, Olivia   Tatum, William   Freund, Brin   

Session Name:P2: Epilepsy/Clinical Neurophysiology (EEG): AI Applications: Epilepsy and EEG  

Topic:Epilepsy/Clinical Neurophysiology (EEG)  

Program Number:P2.005  

Author Institution:Mayo Clinic, Florida, Jacksonville, FL  Mayo Clinic, Florida, FL  Mayo Clinic, Rochester, MN, MN