Uncertainty estimation for out-of-distribution detection in computational histopathology. - Lea Goetz (CoRR, 2022)

On generalisability of segment anything model for nuclear instance segmentation in histology images. - Kesi Xu; Lea Goetz; Nasir M. Rajpoot (CoRR, 2024)

RAmBLA: A Framework for Evaluating the Reliability of LLMs as Assistants in the Biomedical Domain. - William James Bolton; Rafael Poyiadzi; Edward R. Morrell; Gabriela van Bergen Gonzalez Bueno; Lea Goetz (CoRR, 2024)

Individual Fairness Through Reweighting and Tuning. - Abdoul Jalil Djiberou Mahamadou; Lea Goetz; Russ B. Altman (CoRR, 2024)

Toward a framework for risk mitigation of potential misuse of artificial intelligence in biomedical research. - Artem A. Trotsyuk; Quinn Waeiss; Raina Talwar Bhatia; Brandon J. Aponte; Isabella M. L. Heffernan; Devika Madgavkar; Ryan Marshall Felder; Lisa Soleymani Lehmann; Megan J. Palmer; Hank Greely; Russell Wald; Lea Goetz; et al. (Nat. Mac. Intell., 2024)

Generalization - a key challenge for responsible AI in patient-facing clinical applications. - Lea Goetz; Nabeel Seedat; Robert Vandersluis; Mihaela van der Schaar (npj Digit. Medicine, 2024)