Explainable AI for Trees: From Local Explanations to Global Understanding. - Scott M. Lundberg; Gabriel G. Erion; Hugh Chen; Alex J. DeGrave; Jordan M. Prutkin; Bala Nair; Ronit Katz; Jonathan Himmelfarb; Nisha Bansal; Su-In Lee (CoRR, 2019)

An adversarial approach for the robust classification of pneumonia from chest radiographs. - Joseph D. Janizek; Gabriel G. Erion; Alex J. DeGrave; Su-In Lee (CHIL, 2020)

From local explanations to global understanding with explainable AI for trees. - Scott M. Lundberg; Gabriel G. Erion; Hugh Chen; Alex J. DeGrave; Jordan M. Prutkin; Bala Nair; Ronit Katz; Jonathan Himmelfarb; Nisha Bansal; Su-In Lee (Nat. Mach. Intell., 2020)

AI for radiographic COVID-19 detection selects shortcuts over signal. - Alex J. DeGrave; Joseph D. Janizek; Su-In Lee (Nat. Mach. Intell., 2021)

Auditing the Reasoning Processes of Medical-Image AI - Alex J. DeGrave (2024)