Multimodal Representation Learning for Medical Image Analysis

My thesis develops machine learning methods that exploit multimodal clinical data to improve medical image analysis. Medical images capture rich information of a patient’s physiological and disease status, central in clinical practice and research. Computational models, such as artificial neural net...

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Bibliographic Details
Main Author: Liao, Ruizhi
Other Authors: Golland, Polina
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/139925
https://orcid.org/0000-0001-6761-921X