https://deisygysi.github.io/tags/healthcare/Recent content in healthcare on Wonderland of Deisy GysiHugo -- gohugo.ioenTue, 01 Sep 2026 00:00:00 +0000https://deisygysi.github.io/projects/ai-healthcare/Tue, 01 Sep 2026 00:00:00 +0000https://deisygysi.github.io/projects/ai-healthcare/Summary Artificial intelligence can help connect complex biomedical data to useful predictions, but high benchmark performance does not guarantee that a model will generalize to new molecules, populations or clinical settings. Our research examines both the opportunities and the limits of machine learning in healthcare. We combine AI with network-based representations to improve prediction, interpretability and evaluation. The emphasis is on methods that reveal the evidence behind a prediction, avoid shortcuts hidden in biomedical datasets and remain useful beyond well-annotated examples.