04:00
2026-05-26
arxiv.org
machine-learning
Task-Aligned Self-Supervised Learning for Medical Image Analysis: A Systematic Review and Practical Design Guidelines
A systematic review of 75 studies published between 2017 and 2025 found that the effectiveness of self-supervised learning in medical imaging depends on aligning the pretext task with the downstream c…