Lea Goetz

According to our database, Lea Goetz authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Semantic-KG: Using Knowledge Graphs to Construct Benchmarks for Measuring Semantic Similarity.

Qiyao Wei, Edward R. Morrell, Lea Goetz, Mihaela van der Schaar

CoRR, November, 2025

An Evolutionary Algorithm for Black-Box Adversarial Attack Against Explainable Methods.

Phoenix Neale Williams, Jessica Schrouff, Lea Goetz

Trans. Mach. Learn. Res., 2025

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

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, Markus Trengove, Robert Vandersluis, Herbert Lin, Mildred K. Cho, Russ B. Altman, Drew Endy, David A. Relman, Margaret Levi, Debra Satz, David Magnus

Nat. Mac. Intell., 2024

Individual Fairness Through Reweighting and Tuning.

Abdoul Jalil Djiberou Mahamadou, Lea Goetz, Russ B. Altman

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

On generalisability of segment anything model for nuclear instance segmentation in histology images.

Kesi Xu, Lea Goetz, Nasir M. Rajpoot

CoRR, 2024

2022

Uncertainty estimation for out-of-distribution detection in computational histopathology.

Lea Goetz

CoRR, 2022