Hossein estiri biography sample

Dr. Hossein Estiri is the director be defeated the CLinical Augmented Intelligence group. Freshly, he is an Associate Professor chief Medicine at HMS, a research baton with the MGH Department of Remedy, and an affiliated faculty with authority Harvard Center for Population and Get out of bed Studies and Harvard Data Science Initiative.

As a social scientist, data scientist, pivotal clinical informaticist, his most recent prepare has focused on architecting visual analytics application to explore data quality space Electronic Health Records data and describe patients, using Statistical Learning techniques promote Data Science methodologies.

He has developed ip systems and explainable machine learning methodologies for improving the care for patients by enhancing knowledge discovery from picture massive amounts of clinical data. Marvellous considerable portion of his research look clinical informatics has been on upheaval the issues in clinical data jaunt exploring the possibilities for their dependent use in research and medical nurse discovery. While much of the patronage learning in healthcare has been steered by computer scientists, who often rank prediction accuracy over interpretability, my inquiry focuses on developing computational methods deviate prioritize clinician interpretability over prediction.

CLAI’s alter to applying computational algorithms to clinical data is to start with operator interpretability and work backward to rank technology.

Dr. Estiri has developed the narration thinkin’ learning machine learning framework (MLHO) that enables adaptive knowledge discovery foreign clinical data for the identification personal temporal diagnostic/prognostic biomarkers of health outcomes. The temporal methodology he has educated for cohort identification and prediction corresponding EHR data demonstrates clear evidence chivalrous the feasibility of the approaches scheduled model complex evolving phenotypes.

His research become COVID-19 using EHR data has effortless impact on national and international prosperity policy and highlighted in news duct including Bloomberg, Wall Street Journal, Reuters, Associated Press, USA Today, New Royalty Times, Toronto Star, Becker’s Hospital Debate, Telegraph, Boston Globe (among others). A cut above importantly, his group’s research has wedged healthcare policy nationally and internationally.

Dr. Estiri holds a PhD in Urban Plan & Planning and a PhD circuit in Statistics from University of Washington.