Data-driven healthcare via constraint learning and analytics

The proliferation of digitally-available medical data has enabled a new paradigm of decision-making in medicine. Machine learning allows us to glean large-scale insights directly from data, systematizing the heuristic risk assessment process that physicians use on a local scale. Optimization similar...

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Bibliographic Details
Main Author: Wiberg, Holly Mika
Other Authors: Bertsimas, Dimitris J.
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/144629