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Machine Learning Interpretability Methods to Characterize Brain Network Dynamics in Epilepsy.

Autor: Upadhyaya DP; Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA., Prantzalos K; Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA., Thyagaraj S; Department of Neurology, University Hospitals Cleveland Medical Center, Cleveland, OH, USA., Shafiabadi N; Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA.; Department of Neurology, University Hospitals Cleveland Medical Center, Cleveland, OH, USA., Fernandez-BacaVaca G; Department of Neurology, University Hospitals Cleveland Medical Center, Cleveland, OH, USA., Sivagnanam S; San Diego Supercomputer Center, University of California, San Diego, CA, USA., Majumdar A; San Diego Supercomputer Center, University of California, San Diego, CA, USA., Sahoo SS; Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA.; Department of Neurology, University Hospitals Cleveland Medical Center, Cleveland, OH, USA.

Publikováno v: MedRxiv : the preprint server for health sciences [medRxiv] 2023 Oct 19. Date of Electronic Publication: 2023 Oct 19.

Epilepsy-Connect: An Integrated Knowledgebase for Characterizing Alterations in Consciousness State of Pharmacoresistant Epilepsy Patients.

Autor: Prantzalos K; Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA., Zhang J; Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA., Shafiabadi N; Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA.; Department of Neurology, University Hospitals Cleveland Medical Center, Cleveland, OH, USA., Fernandez-BacaVaca G; Department of Neurology, University Hospitals Cleveland Medical Center, Cleveland, OH, USA., Sahoo SS; Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA.; Department of Neurology, University Hospitals Cleveland Medical Center, Cleveland, OH, USA.

Publikováno v: AMIA ... Annual Symposium proceedings. AMIA Symposium [AMIA Annu Symp Proc] 2022 Feb 21; Vol. 2021, pp. 1019-1028. Date of Electronic Publication: 2022 Feb 21 (Print Publication: 2021).