Image Classification with Consistent Supporting Evidence

Adoption of machine learning models in healthcare requires end users’ trust in the system. Models that provide additional supportive evidence for their predictions promise to facilitate adoption. We define consistent evidence to be both compatible and sufficient with respect to model predictions. We...

Ausführliche Beschreibung

Bibliographische Detailangaben
1. Verfasser: Wang, Peiqi
Weitere Verfasser: Golland, Polina
Format: Abschlussarbeit
Veröffentlicht: Massachusetts Institute of Technology 2022
Online Zugang:https://hdl.handle.net/1721.1/143207