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2022 Annual Meeting | N2 - Neuroscience in the Clinic: Applications of Artificial Intelligence and Machine Learning Tools in Neurology

Sunday 04/03/22
03:30 PM - 05:30 PM PDT Add To Calendar
This program will be presented both in-person and online
This program will be available in the meeting's On Demand product.
Neuroscience in the Clinic Session
Antonio M. P. Omuro, MD, FAAN, Sunil Sheth, MD
Neuro-oncology
In this program, presenters will discuss recent applications of artificial intelligence (AI) within the field of neurology and highlight recent successes as well as existing challenges in AI applications for clinical practice. AI has shown promise by enabling rapid processing of an increasing amount of complex data, including cross-sectional imaging, histology, electrophysiology, and genomic data, which can aid with disease diagnosis, classification, risk stratification, prognosis, and treatment response. In this program, clinicians will review potential applications of these tools in a variety of specialties such as Stroke, Neuro-Oncology, Epilepsy, Multiple Sclerosis, Neuro-Imaging and others. Machine learning scientists will review the underlying principles and discuss the latest technological advances in the field, and provide tools to help neurologists understand the literature and embrace novel technologies. Select abstracts submitted to the AAN Annual meeting will then be discussed in depth, and questions from the audience will be addressed by the panel.     
     
2.00 CME credits
Patient Care & Procedural Skills, Medical Knowledge
Introductory
Fellow, Resident, General Neurologist, Specialist Neurologist, Non-neurologist, Advanced Practice Provider, Neurohospitalist, Medical Student
Case-based, Didactic

Program Materials Program Evaluations

Event Timeline
03:30 PM - 03:40 PM PDT Speaker How Can AI Help in Clinic?
Antonio M. P. Omuro, MD, FAAN
03:30 PM - 03:30 PM PDT Speaker walk in slides
Antonio M. P. Omuro, MD, FAAN
03:40 PM - 04:20 PM PDT Speaker The State of Machine Learning Technologies in Neurology
Sunil Sheth, MD
04:20 PM - 04:30 PM PDT Abstract 001 - A Machine Learning Approach to Automate Ischemic Stroke Subtyping
Ashby Turner, MD
04:30 PM - 04:40 PM PDT Abstract 002 - Optimized Computational Model in Predicting Multiple Sclerosis Clinical Outcomes
Yujin Kim, BS
04:40 PM - 04:50 PM PDT Abstract 003 - Development of a workflow efficient PACS based automated brain tumor segmentation and radiomic feature extraction for clinical implementation
Mariam Aboian, MD,PhD
04:50 PM - 05:00 PM PDT Abstract 004 - Seizure forecasting and detection with wearable devices and subcutaneous EEG - A Practical Seizure Gauge
Benjamin Henry Brinkmann, PhD
05:00 PM - 05:20 PM PDT Speaker Abstract Discussion
Sanjay Aneja, MD
05:20 PM - 05:30 PM PDT Q&A Q&A and Panel discussion
Faculty Disclosures
Antonio M. P. Omuro, MD, FAAN Dr. Omuro has received personal compensation in the range of $5,000-$9,999 for serving as a Consultant for Merck. Dr. Omuro has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Ono Therapeutics. Dr. Omuro has received personal compensation in the range of $0-$499 for serving as a Consultant for Kiyatec. Dr. Omuro has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Pyramid. Dr. Omuro has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Curevac. Dr. Omuro has received personal compensation in the range of $0-$499 for serving as an Editor, Associate Editor, or Editorial Advisory Board Member for Current Opinion in Neurology. The institution of Dr. Omuro has received research support from NIH. The institution of Dr. Omuro has received research support from Agios. The institution of Dr. Omuro has received research support from Arcus Biosciences. The institution of Dr. Omuro has received research support from NIH. The institution of Dr. Omuro has received research support from NIH. The institution of Dr. Omuro has received research support from Denovo Biopharma.
Sunil Sheth, MD Dr. Sheth has received personal compensation in the range of $100,000-$499,999 for serving as a Consultant for Penumbra. Dr. Sheth has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Cerenovus. Dr. Sheth has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Imperative Care.
Sanjay Aneja, MD An immediate family member of Dr. Aneja has received personal compensation for serving as an employee of Prophet Consultancy. An immediate family member of Dr. Aneja has received personal compensation in the range of $100,000-$499,999 for serving as a Consultant for Prophet Consultancy. Dr. Aneja has received personal compensation in the range of $5,000-$9,999 for serving as an Editor, Associate Editor, or Editorial Advisory Board Member for JCO Cancer Clinical Informatics. An immediate family member of Dr. Aneja has stock in Prophet Consultancy. The institution of Dr. Aneja has received research support from National Cancer Institute. The institution of Dr. Aneja has received research support from National Science Foundation. The institution of Dr. Aneja has received research support from American Society of Clinical Oncology. The institution of Dr. Aneja has received research support from Reflexion Medical. The institution of Dr. Aneja has received research support from Agency for Health Research and Quality. The institution of Dr. Aneja has received research support from Patterson Family Trust. Dr. Aneja has received personal compensation in the range of $100,000-$499,999 for serving as a Assistant Professor with Yale University.
Eve Kazarian, Other Ms. Kazarian has nothing to disclose.
MingDe Lin, PhD Dr. Lin has received personal compensation for serving as an employee of Visage Imaging, Inc.. Dr. Lin has received stock or an ownership interest from Visage Imaging, Inc.. The institution of Dr. Lin has received research support from NIH.
Ewan Nurse, PhD Dr. Nurse has received stock or an ownership interest from Seer Medical. The institution of Dr. Nurse has received research support from MTPConnect.
Khaled Bousabarah Mr. Bousabarah has received personal compensation for serving as an employee of Visage Imaging.
Andreas Schulze-Bonhage Andreas Schulze-Bonhage has received personal compensation in the range of $500-$4,999 for serving as a Consultant for BIAL, GW. Andreas Schulze-Bonhage has received personal compensation in the range of $5,000-$9,999 for serving on a Speakers Bureau for BIAL, GW, EISAI, UCB.
Steven Lubitz, MD Dr. Lubitz has received personal compensation in the range of $10,000-$49,999 for serving as a Consultant for BMS/Pfizer. Dr. Lubitz has received personal compensation in the range of $500-$4,999 for serving as a Consultant for Blackstone Life Sciences. Dr. Lubitz has received personal compensation in the range of $10,000-$49,999 for serving as a Consultant for BMS/Pfizer.
Mariam Aboian, MD,PhD Dr. Aboian has a non-compensated relationship as a Principal Investigator with Visage Imaging that is relevant to AAN interests or activities.
Shaan Khurshid, MD Dr. Khurshid has nothing to disclose.
Lia Harrington, PhD Dr. Harrington has nothing to disclose.
Sara Merkaj Mrs. Merkaj has nothing to disclose.
Walter Spurlock No disclosure on file
Caitlin Grzeskowiak, PhD Ms. Grzeskowiak has received personal compensation for serving as an employee of Epilepsy Foundation. Ms. Grzeskowiak has received personal compensation for serving as an employee of Project Data Sphere.
Sam Payabvash Sam Payabvash has nothing to disclose.
Christopher D. Anderson, MD,PhD, FAAN The institution of Dr. Anderson has received research support from Bayer AG. The institution of Dr. Anderson has received research support from American Heart Association. The institution of Dr. Anderson has received research support from National Institutes of Health. An immediate family member of Dr. Anderson has received publishing royalties from a publication relating to health care.
Gregory A. Worrell, MD Dr. Worrell has received stock or an ownership interest from NeuroOne Inc.. Dr. Worrell has received stock or an ownership interest from Cadence Neuroscience Inc. The institution of Dr. Worrell has received research support from NIH. The institution of Dr. Worrell has received research support from Medtronic Inc.. The institution of Dr. Worrell has received research support from Neuropace Inc,. The institution of Dr. Worrell has received research support from Epilepsy Foundation of America. Dr. Worrell has received intellectual property interests from a discovery or technology relating to health care. Dr. Worrell has received intellectual property interests from a discovery or technology relating to health care.
Matthias Dümpelnann, PhD Mr. Dümpelnann has nothing to disclose.
Ashby Turner, MD Dr. Turner has nothing to disclose.
Mihael Vito Varosanec, MD Dr. Varosanec has received research support from NIH.
Malte Westerhoff Dr. Westerhoff has received personal compensation for serving as an employee of Visage Imaging GmbH.
Nicholas M. Gregg, MD No disclosure on file
Tal Zeevi Mr. Zeevi has nothing to disclose.
Ryan Cameron Bahar Mr. Bahar has nothing to disclose.
Philippa J. Karoly, PhD Dr. Karoly has received personal compensation for serving as an employee of Seer Medical. Dr. Karoly has received stock or an ownership interest from Seer Medical. An immediate family member of Dr. Karoly has received stock or an ownership interest from Seer Medical. The institution of Dr. Karoly has received research support from Australian Government National Health & Medical Research Council. Dr. Karoly has received intellectual property interests from a discovery or technology relating to health care.
Elizabeth Brooke Schrickel, MD Dr. Schrickel has nothing to disclose.
Mostafa Al-Alusi, MD Dr. Al-Alusi has nothing to disclose.
Irena Tocino, MD Dr. Tocino has nothing to disclose.
Boney Joseph Boney Joseph has nothing to disclose.
Mark Richardson, MD, MRCP The institution of Dr. Richardson has received research support from Medical Research Council UK. The institution of Dr. Richardson has received research support from Epilepsy Research UK. The institution of Dr. Richardson has received research support from GW Pharma. The institution of Dr. Richardson has received research support from European Commission. The institution of Dr. Richardson has received research support from Autifony Therapeutics . The institution of Dr. Richardson has received research support from Epilepsy Foundation of America . Dr. Richardson has received intellectual property interests from a discovery or technology relating to health care.
Pedro Faro Viana, MD The institution of Dr. Viana has received personal compensation in the range of $500-$4,999 for serving as a Consultant for UNEEG Medical.
Peter Kosa, PhD Dr. Kosa has nothing to disclose.
Bibiana Bielekova, MD, FAAN Dr. Bielekova has received research support from National Institutes of Allergy and Infectious Diseases. Dr. Bielekova has received intellectual property interests from a discovery or technology relating to health care. Dr. Bielekova has received publishing royalties from a publication relating to health care.
Amit Mahajan, MD,MBBS Dr. Mahajan has nothing to disclose.
Benjamin Henry Brinkmann, PhD Dr. Brinkmann has received personal compensation in the range of $0-$499 for serving as a Consultant for Otsuka Pharmaceuticals. Dr. Brinkmann has stock in Cadence Neuroscience. The institution of Dr. Brinkmann has received research support from Epilepsy Foundation of America. The institution of Dr. Brinkmann has received research support from National Institutes of Health. The institution of Dr. Brinkmann has received research support from National Institutes of Health. The institution of Dr. Brinkmann has received research support from UNEEG A/S. The institution of Dr. Brinkmann has received research support from Seer Medical Pty. Dr. Brinkmann has received intellectual property interests from a discovery or technology relating to health care. Dr. Brinkmann has a non-compensated relationship as a Co-Investigator with Medtronic Inc. that is relevant to AAN interests or activities.
Pranay S. Sunku, MD Dr. Sunku has nothing to disclose.
Gabriel Ignacio Cassinelli Petersen Mr. Cassinelli Petersen has nothing to disclose.
Mona Nasseri Mona Nasseri has nothing to disclose.
Dean Freestone No disclosure on file
Harry Subramanian, MD Dr. Subramanian has nothing to disclose.
Wolfgang Holler No disclosure on file
Yujin Kim, BS Ms. Kim has nothing to disclose.
Christopher Reeder, PhD The institution of Dr. Reeder has received research support from Bayer. The institution of Dr. Reeder has received research support from IBM.
Mark Cook, MD Dr. Cook has received personal compensation for serving as an employee of Seer Medical Pty Ltd. Dr. Cook has received personal compensation for serving as an employee of EpiMinder Pty Ltd. Dr. Cook has received personal compensation in the range of $500-$4,999 for serving as an Editor, Associate Editor, or Editorial Advisory Board Member for Epilepsia. Dr. Cook has stock in EpiMinder Pty Ltd . Dr. Cook has stock in Seer Medical Pty Ltd . The institution of Dr. Cook has received research support from NHMRC. Dr. Cook has received intellectual property interests from a discovery or technology relating to health care. Dr. Cook has received intellectual property interests from a discovery or technology relating to health care.
Anthony Andrew Philippakis, MD,PhD Dr. Philippakis has received personal compensation for serving as an employee of gv. Dr. Philippakis has received personal compensation in the range of $1,000,000+ for serving on a Scientific Advisory or Data Safety Monitoring board for verve. Dr. Philippakis has a non-compensated relationship as a board member with rareX that is relevant to AAN interests or activities.
Tal Pal Attia Tal Pal Attia has nothing to disclose.
Ajay Malhotra Ajay Malhotra, 9122 has nothing to disclose.
Puneet Batra, PhD Dr. Batra has received personal compensation in the range of $500-$4,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Novartis. Dr. Batra has received personal compensation in the range of $500-$4,999 for serving on a Scientific Advisory or Data Safety Monitoring board for Prometheus Biosciences. Dr. Batra has received stock or an ownership interest from recursis. The institution of Dr. Batra has received research support from IBM. The institution of Dr. Batra has received research support from Bayer Pharma. Dr. Batra has received intellectual property interests from a discovery or technology relating to health care.