Shajia Siddiqa·Jun 26The Story of U-Net: Why It Still Dominates Image Segmentation 10 Years LaterA journey from a small university lab to solving real-world problems in medicine, satellite imagery, and beyond
InData Science CollectivebySanchit Suman·Jun 16Going beyond AUC : Auditing medical AI models with DoWhyHow a ResNet50 trained on chest X-rays learned to detect scanners, not disease — and how causal inference caught it.
hsdkultur·Mar 28Data Leakage in Machine Learning: The Silent Killer of Production Models.You’ve just finished training your model. The validation accuracy reads 99.3%. Your loss curves are smooth, your confusion matrix is nearly…
In𝐀𝐈 𝐦𝐨𝐧𝐤𝐬.𝐢𝐨byMy Social·Jan 18MedGemma 1.5: Mastering 3D Medical Imaging and EHR AnalysisIntroduction
