Amelia Jiménez-Sánchez

Intuitions of Machine Learning Researchers about Transfer Learning for Medical Image Classification

2025 · arXiv (Cornell University)

Transfer learning is crucial for medical imaging, yet the selection of source datasets often relies on researchers' intuition rather than systematic principles, which can impact the generalizability of algorithms and, thus, patient outcomes. This study …