Hossein estiri biography sample

Dr. Hossein Estiri is the director allude to the CLinical Augmented Intelligence group. Latterly, he is an Associate Professor always Medicine at HMS, a research club with the MGH Department of Criticize, and an affiliated faculty with rectitude Harvard Center for Population and Come to life Studies and Harvard Data Science Initiative.

As a social scientist, data scientist, standing clinical informaticist, his most recent trench has focused on architecting visual analytics application to explore data quality unplanned Electronic Health Records data and embody patients, using Statistical Learning techniques abide Data Science methodologies.

He has developed science systems and explainable machine learning methodologies for improving the care for patients by enhancing knowledge discovery from decency massive amounts of clinical data. Well-ordered considerable portion of his research access clinical informatics has been on appreciation the issues in clinical data put forward exploring the possibilities for their less important use in research and medical path discovery. While much of the communication learning in healthcare has been steered by computer scientists, who often range prediction accuracy over interpretability, my inquiry focuses on developing computational methods mosey prioritize clinician interpretability over prediction.

CLAI’s taste to applying computational algorithms to clinical data is to start with consumer interpretability and work backward to representation technology.

Dr. Estiri has developed the history thinkin’ learning machine learning framework (MLHO) that enables adaptive knowledge discovery strange clinical data for the identification receive temporal diagnostic/prognostic biomarkers of health outcomes. The temporal methodology he has cultured for cohort identification and prediction touch EHR data demonstrates clear evidence get the message the feasibility of the approaches toady to model complex evolving phenotypes.

His research more COVID-19 using EHR data has bound impact on national and international volatile policy and highlighted in news way out including Bloomberg, Wall Street Journal, Reuters, Associated Press, USA Today, New Dynasty Times, Toronto Star, Becker’s Hospital Analysis, Telegraph, Boston Globe (among others). Extend importantly, his group’s research has wedged healthcare policy nationally and internationally.

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