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Addressing Conflicting and Missing Data in Telemedicine and other Electronic Patient Monitoring Environments adsa


Term:

Fall

Department:

CSAIL: Computer Science and Artificial Intelligence Lab

Faculty Supervisor:

Amar Gupta

Faculty email:

Apply by:

09/01/2020; earlier preferred; selections made on rolling basis

Contact:

Amar Gupta, agupta@mit.edu

Project Description

This involves studying of underlying data and creation of computational/statistical algorithms that will allow the medical personnel to efficiently understand the presence and impact of divergent or missing vital sign data for patients. One of the approaches involves creation of synthetic data. Another involves the use of Patient Based Outcomes (PROs). Please take a quick look at: learning-modules.mit.edu/materials/index.html?uuid=/course/6/sp18/6.884#materials

Pre-requisites

Senior and juniors with relevant experience preferred.