Alina Jade Barnett

This Looks Like That: Deep Learning for Interpretable Image Recognition

Chaofan Chen, Oscar Li, Chaofan Tao et al. · arXiv (Cornell University) · 2018 · 563 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +17

This Looks Like That: Deep Learning for Interpretable Image Recognition

Chaofan Chen, Oscar Li, Xiaohui Tao et al. · Neural Information Processing Systems · 2019 · 203 citations

Few-shot Learning, Convolutional Neural Network, Engineering +17

A case-based interpretable deep learning model for classification of mass lesions in digital mammography

Alina Jade Barnett, Fides R. Schwartz, Chaofan Tao et al. · Nature Machine Intelligence · 2021 · 138 citations

Image Analysis, Machine Learning, Medical Imaging +14

Deformable ProtoPNet: An Interpretable Image Classifier Using Deformable Prototypes

Jon Donnelly, Alina Jade Barnett, Chaofan Chen · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 100 citations

AsymMirai: Interpretable Mammography-based Deep Learning Model for 1–5-year Breast Cancer Risk Prediction

Jon Donnelly, Luke Moffett, Alina Jade Barnett et al. · Radiology · 2024 · 35 citations