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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  

Pregnancy is Associated with Accelerated Atrophy in Key Social Processing Brain Regions in Women with MS

Author:Balan, Ayushi   Akula, Amit   Anderson, Annika   Hsu, Stephanie   Dombagahawatta, Manula   Zhao, Holly   Henry, Roland   Bove, Riley   

Session Name:P9: Multiple Sclerosis: NMOSD, MOGAD, and Other Mimickers of MS  

Topic:Multiple Sclerosis  

Program Number:P9.011  

Author Institution:UCSF, San Francisco, CA  University of California, San Francisco, San Francisco, CA  UCLA David Geffen School of Medicine, Santa Monica, CA  Weill Cornell Medicine, Fremont, CA  University of California, San Francisco, Berkeley, CA  

Mode of Delivery on Postpartum Well-being for Women with Multiple Sclerosis

Author:Cao, Tiffany   Anderson, Annika   Balan, Ayushi   Hsu, Stephanie   Kim, Min Ji   Houtchens, Maria   Bove, Riley   

Session Name:P12: Multiple Sclerosis: Clinical and Translational Research in MS 2  

Topic:Multiple Sclerosis  

Program Number:P12.007  

Author Institution:University of California, San Francisco , San Francisco, CA  University of California, San Francisco, San Francisco, CA  University of California, San Francisco, Fremont, CA  Brigham and Women’s Hospital, Boston, MA  University of California, San Francisco, Berkeley, CA  

A Functional Electrical Stimulation Sleeve Improves Gait in Adults with MS: Application of Automated Gait Assessment

Author:Block, Valerie   Sisodia, Nikki   Henderson, Kyra   Poole, Shane   Bove, Riley   

Session Name:P12: Multiple Sclerosis: Symptoms and Symptom Management in MS 3  

Topic:Multiple Sclerosis  

Program Number:P12.015  

Author Institution:University of California, San Francisco, San Francisco, CA  University of California San Francisco, San Francisco, CA  University of California, San Francisco, Berkeley, CA