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Haoqi Sun

Harvard University - Department of Neurology

SCHOLARLY PAPERS

3

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291

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0

Scholarly Papers (3)

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1.

Why Interpretable Causal Inference is Important for High-Stakes Medical Decision Making in Neurology and How to Do it

Number of pages: 31 Posted: 25 Mar 2022
Harsh Parikh, Kentaro Hoffman, Haoqi Sun, Wendong Ge, Jin Jing, Lin Liu, Jimeng Sun, Sahar F. Zafar, Aaron F. Struck, Alexander Volfovksy, Cynthia Rudin and M. Brandon Westover
Duke University - Duke University School of Law, University of North Carolina (UNC) at Chapel Hill - Department of Statistics, Harvard University - Department of Neurology, Harvard University - Department of Neurology, Harvard University - Department of Neurology, Harvard University, University of Illinois at Chicago - Grainger College of Engineering, Harvard University - Department of Neurology, University of Wisconsin-Madison - Department of Neurology, Duke University - Duke University School of Law, Duke University - Department of Computer Science and Harvard University - Department of Neurology
Downloads 128 (569,079)

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Interpretability, Causal Inference, Machine Learning, Seizures, Critical Care, Epileptiform Activity

2.

Brain Health Scores to Predict Neurological Outcomes from Electronic Health Records

Number of pages: 43 Posted: 21 Sep 2022
Marta Bento Fernandes, Haoqi Sun, Zeina Chemali, Shibani S. Mukerji, Lidia Moura, Sahar F. Zafar, Akshata Sonni, Alessandro Biffi, Jonathan Rosand and M. Brandon Westover
Harvard University - Massachusetts General Hospital, Harvard University - Department of Neurology, Harvard University - Massachusetts General Hospital, Harvard University - Massachusetts General Hospital, Harvard University - Massachusetts General Hospital, Harvard University - Department of Neurology, Harvard University - Massachusetts General Hospital, Harvard University - Massachusetts General Hospital, Harvard University - Massachusetts General Hospital and Harvard University - Department of Neurology
Downloads 94 (720,278)

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Survival analysis, Time-to-event, dementia, Depression, ischemic stroke, intracranial hemorrhage.

3.

Effects of Epileptiform Activity on Discharge Outcome in Critically Ill Patients: A Retrospective Cross-Sectional Study

Number of pages: 18 Posted: 26 Aug 2022
Harsh Parikh, Kentaro Hoffman, Haoqi Sun, Sahar F. Zafar, Wendong Ge, Jin Jing, Lin Liu, Jimeng Sun, Aaron F. Struck, Alexander Volfovksy, Cynthia Rudin and M. Brandon Westover
Duke University - Duke University School of Law, University of North Carolina (UNC) at Chapel Hill - Department of Statistics and Operation Research, Harvard University - Department of Neurology, Harvard University - Department of Neurology, Harvard University - Department of Neurology, Harvard University - Department of Neurology, Harvard University - Department of Epidemiology, University of Illinois at Chicago - Grainger College of Engineering, University of Wisconsin-Madison - Department of Neurology, Duke University - Duke University School of Law, Duke University - Department of Computer Science and Harvard University - Department of Neurology
Downloads 69 (899,324)

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Epileptiform activity, modified Rankin Scale, anti-seizure medications, causal inference