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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلف الرئيسي: Wang, Peiqi
مؤلفون آخرون: Golland, Polina
التنسيق: أطروحة
منشور في: Massachusetts Institute of Technology 2022
الوصول للمادة أونلاين:https://hdl.handle.net/1721.1/143207