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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:Epilepsy/Clinical Neurophysiology (EEG)  

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:Epilepsy/Clinical Neurophysiology (EEG)  

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

Implementing American Academy of Neurology Guidelines to Close the Gap in Status Epilepticus Management in the Emergency Room

Author:Partyka, Paul   Mikolajczak, Monika   Falder, Beth   Propersi, Marco   Wright, Paul   

Session Name:P2: Epilepsy/Clinical Neurophysiology (EEG): Disparities in Epilepsy  

Topic:Epilepsy/Clinical Neurophysiology (EEG)  

Program Number:Epilepsy/Clinical Neurophysiology (EEG)  

Author Institution:Nuvance Health, Hyde Park, NY  Nuvance Health, Great Neck, NY  Nuvance Health , NY  

Wearable EEG and Machine-learning for Delirium Detection in Hospitalized Patients

Author:Mao, Karen   Prasad, Dillan   Steward, Grace   Sun, Haoqi   Choi, Joseph   Lam, Alice   Cash, Sydney   Westover, M.   Kimchi, Eyal   

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

Topic:Epilepsy/Clinical Neurophysiology (EEG)  

Program Number:Epilepsy/Clinical Neurophysiology (EEG)  

Author Institution:UICOM, CHICAGO, IL  Northwestern, Chicago, IL  Massachusetts General Hospital, Boston, MA  Northwestern, Madison, WI  MGH, Somerville, MA  MGH, Belmont, MA  Northwestern University, Chicago, IL  

Social Drivers of Health in Pediatric Epilepsy Surgery Access

Author:Ma, Hannah   Kantamneni, Trishna   Allen, Samantha   Armstrong, Caren   Rismanchi, Neggy   

Session Name:P2: Epilepsy/Clinical Neurophysiology (EEG): Disparities in Epilepsy  

Topic:Epilepsy/Clinical Neurophysiology (EEG)  

Program Number:Epilepsy/Clinical Neurophysiology (EEG)  

Author Institution:UC Davis Medical Center, Sacramento, CA  UC Davis Medical Center, CA