Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundaries

Enrico Nasca Moon Kim Frederic Jonske: Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundaries. In: Computer Methods and Programs in Biomedicine, 2025.

Abstract

BibTeX (Download)

@article{jonske2025why,
title = {Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundaries},
author = {Enrico Nasca Moon Kim Frederic Jonske},
url = {https://michaelkamp.org/wp-content/uploads/2025/03/jonske_whydoesmymedicalAIlookatpicturesofbirds.pdf},
year  = {2025},
date = {2025-01-31},
urldate = {2025-01-31},
journal = {Computer Methods and Programs in Biomedicine},
publisher = {Elsevier},
keywords = {deep learning, fine-tuning, foundation models, Medical AI},
pubstate = {published},
tppubtype = {article}
}

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