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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  

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:P2.005  

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:P2.006  

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:P2.006  

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

Artificial Intelligence and Machine Learning in Epilepsy Care: A Systematic Review of Applications, Methods, and Challenges

Author:Abokalawa, Fathi Massoud Marei   

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

Topic:Epilepsy/Clinical Neurophysiology (EEG)  

Program Number:P2.007  

Author Institution:Howard university hospital, Washington, DC