Uncertainty-Aware Ensembling in Multi-Modal AI and its Applications in Digital Health for Neurodegenerative Disorders

Common neurodegenerative disorders such as Alzheimer's dementia and Parkinson's disease are increasingly recognised as leading causes of death and disability with debilitating symptoms such as progressive cognitive decline, communication breakdown, motor dysfunction and accompanying psychi...

Full description

Bibliographic Details
Main Author: Sarawgi, Utkarsh
Other Authors: Maes, Pattie
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/140988