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Application of Machine Learning to Derive Key Indices of MS-related Function from Low-burden Digital Speech and Gait Tasks

Author:Bove, Riley   Nylander, Alyssa   Sisodia, Nikki   Henderson, Kyra   Wijangco, Jaeleene   Poole, Shane   Dias, Marcelo   Linz, Nicklas   Troger, Johannes   Konig, Alexandra   Halabi, Cathra   Brown, Ethan   Staffaroni, Adam   Block, Valerie   

Session Name:P2: Multiple Sclerosis: Digital Health and Artificial Intelligence 1  

Topic:Multiple Sclerosis  

Program Number:P2.005  

Author Institution:University of California, San Francisco, Berkeley, CA  UCSF, San Francisco, CA  University of California San Francisco, San Francisco, CA  UCSF Department of Neurology, San Francisco, CA  University of California, San Francisco, San Francisco, CA  

Large Language Models to Infer Depression in Patients with Neurological Conditions: Applications and Limitations

Author:Julian-Kwong, Maya   Poole, Shane   Henderson, Kyra   Wijangco, Jaeleene   Sisodia, Nikki   Guo, Chu-Yueh   Bove, Riley   

Session Name:P2: Multiple Sclerosis: Digital Health and Artificial Intelligence 1  

Topic:Multiple Sclerosis  

Program Number:P2.006  

Author Institution:University of California, San Francisco, Foster City, CA  University of California, San Francisco, San Francisco, CA  University of California San Francisco, San Francisco, CA  UCSF Medical Center, San Francisco, CA  University of California, San Francisco, Berkeley, CA  

Association of Serum Vitamin B12 with LRRK2 Urinary Exosomal Markers in Early Parkinson’s Disease

Author:Christine, Chadwick   Auinger, Peggy   Forti, Esther   Tat, Lyvin   Cannizzaro, Noemi   Green, Ralph   Schwarzschild, Michael   West, Andrew   

Session Name:P3: Movement Disorders: Parkinson's Disease Genetics, Biomarkers, and Basic Science  

Topic:Movement Disorders  

Program Number:P3.022  

Author Institution:University of California San Francisco, San Francisco, CA  University of Rochester, Rochester, NY  University of California Davis Medical Center, Sacramento, CA  Massachusetts General Hospital, Boston, MA  

Effectiveness of Treatments used in New Daily Persistent Headache in Children & Adolescents

Author:Abu-Halaweh, Nassim   Gelfand, Amy   Evans, Morgan   Marquez de Prado, Blanca   Patterson Gentile, Carlyn   Raj, Nichelle   Hershey, Andrew   Szperka, Christina   

Session Name:P5: Headache: Clinically Oriented Research 1  

Topic:Headache  

Program Number:P5.001  

Author Institution:University of Pennsylvania Perelman School of Medicine, Philadelphia, PA  University of California San Francisco, San Francisco, CA  Children's Hospital of Philadelphia, Philadelphia, PA  Cincinnati Children's Hospital, Montgomery, OH  Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA  

Evaluation of a Flipped Classroom Approach to Undergraduate Neurology Medical Education in Zambia

Author:Holroyd, Kathryn   Chomba, Mashina   Asukile, Melody   Chiwaya, Ndonji   Vallejos, Gerome   Braun, Sarah   Chishimba, Lorraine   Gebrewold, Meron   Luchembe, Musisye   Mulenga, Bwalya   Mwamba, Julia   Namangala, Coolwe   Nassoro, David   Peloso, Alex   Yankae, Leroy   Zimba, Stanley   

Session Name:P6: Global Health: Education and Capacity Building  

Topic:Global Health and Neuroepidemiology  

Program Number:P6.004  

Author Institution:Columbia University Irving Medical Center, New York, NY  University Teaching Hospital , Lusaka, Zambia  University Teaching Hospital, Lusaka, Zambia  University Teaching Hospital, Addis Ababa, Ethiopia  University Teaching Hospital, Good, Zambia  University of California San Francisco, San Francisco, CA  University of California San Francisco, San Bruno, CA  Johns Hopkins Hospital, Baltimore, MD