Sample Size Analysis for Machine Learning Clinical Validation Studies by Daniel M. Goldenholz, Haoqi Sun, Wolfgang Ganglberger, M. Brandon Westover

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Recent Advances and Outlook in Single-Cavity Dual Comb Lasers by Chenghong Zhang, Fangrui Qu, Peiwen Ou, Haoqi Sun, Shi He, Bo Fu

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Sleep as a window to understand and regulate Alzheimer’s disease: emerging roles of thalamic reticular nucleus by Haoqi Sun, Shiqian Shen, Robert J. Thomas, M. Brandon Westover, Can Zhang

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Corrigendum: Classification of autism spectrum disorder using electroencephalography in Chinese children: a cross- sectional retrospective study by Si Yang Ke, Huiwen Wu, Haoqi Sun, Haoqi Sun, Aiqin Zhou, Jianhua Liu, Xiaoyun Zheng, Kevin Liu, Kevin Liu, M. Brandon Westover, M. Brandon Westover, Haiqing Xu, Xue-jun Kong, Xue-jun Kong

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Classification of autism spectrum disorder using electroencephalography in Chinese children: a cross-sectional retrospective study by Si Yang Ke, Huiwen Wu, Haoqi Sun, Haoqi Sun, Aiqin Zhou, Jianhua Liu, Xiaoyun Zheng, Kevin Liu, Kevin Liu, M. Brandon Westover, M. Brandon Westover, Haiqing Xu, Xue-jun Kong, Xue-jun Kong

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How many patients do you need? Investigating trial designs for anti‐seizure treatment in acute brain injury patients by Harsh Parikh, Haoqi Sun, Rajesh Amerineni, Eric S. Rosenthal, Alexander Volfovsky, Cynthia Rudin, M. Brandon Westover, Sahar F. Zafar

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Age estimation from sleep studies using deep learning predicts life expectancy by Andreas Brink-Kjaer, Eileen B. Leary, Haoqi Sun, M. Brandon Westover, Katie L. Stone, Paul E. Peppard, Nancy E. Lane, Peggy M. Cawthon, Susan Redline, Poul Jennum, Helge B. D. Sorensen, Emmanuel Mignot

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Epilepsy is associated with the accelerated aging of brain activity in sleep by Peter N. Hadar, Mike Westmeijer, Mike Westmeijer, Haoqi Sun, Erik-Jan Meulenbrugge, Jin Jing, Luis Paixao, Ryan A. Tesh, Madalena Da Silva Cardoso, Pierrick Arnal, Rhoda Au, Chol Shin, Chol Shin, Soriul Kim, Robert J. Thomas, Sydney S. Cash, M. Brandon Westover

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Identifying Patients With Delirium Based on Unstructured Clinical Notes: Observational Study by Wendong Ge, Haitham Alabsi, Aayushee Jain, Elissa Ye, Haoqi Sun, Marta Fernandes, Colin Magdamo, Ryan A Tesh, Sarah I Collens, Amy Newhouse, Lidia MVR Moura, Sahar Zafar, John Hsu, Oluwaseun Akeju, Gregory K Robbins, Shibani S Mukerji, Sudeshna Das, M Brandon Westover

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Effects of Aerobic Exercise on Brain Age and Health in Middle-Aged and Older Adults: A Single-Arm Pilot Clinical Trial by An Ouyang, Can Zhang, Noor Adra, Ryan A. Tesh, Haoqi Sun, Dan Lei, Jin Jing, Peng Fan, Luis Paixao, Wolfgang Ganglberger, Logan Briggs, Joel Salinas, Matthew B. Bevers, Christiane Dorothea Wrann, Zeina Chemali, Gregory Fricchione, Robert J. Thomas, Jonathan Rosand, Rudolph E. Tanzi, Michael Brandon Westover

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Decoding information about cognitive health from the brainwaves of sleep by Noor Adra, Lisa W. Dümmer, Luis Paixao, Ryan A. Tesh, Haoqi Sun, Wolfgang Ganglberger, Mike Westmeijer, Madalena Da Silva Cardoso, Anagha Kumar, Elissa Ye, Jonathan Henry, Sydney S. Cash, Erin Kitchener, Catherine L. Leveroni, Rhoda Au, Jonathan Rosand, Joel Salinas, Alice D. Lam, Robert J. Thomas, M. Brandon Westover

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Automated detection of immune effector cell‐associated neurotoxicity syndrome via quantitative EEG by Christine A. Eckhardt, Haoqi Sun, Preeti Malik, Syed Quadri, Marcos Santana Firme, Daniel K. Jones, Meike vanSleuwen, Aayushee Jain, Ziwei Fan, Jin Jing, Wendong Ge, Husain H. Danish, Caron A. Jacobson, Daniel B. Rubin, Eyal Y. Kimchi, Sydney S. Cash, Matthew J. Frigault, Jong Woo Lee, Jorg Dietrich, M. Brandon Westover

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Effects of epileptiform activity on discharge outcome in critically ill patients in the USA: a retrospective cross-sectional study by Harsh Parikh, PhD, Kentaro Hoffman, PhD, Haoqi Sun, PhD, Sahar F Zafar, MD, Wendong Ge, PhD, Jin Jing, PhD, Lin Liu, PhD, Jimeng Sun, ProfPhD, Aaron Struck, MD, Alexander Volfovsky, PhD, Cynthia Rudin, ProfPhD, M Brandon Westover, ProfMD PhD

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