http://resbyte.github.io/tags/clinical-ai/Recent content in Clinical AI on Abhinav DadhichHugoen-usSat, 23 May 2026 00:00:00 +0000http://resbyte.github.io/foundation-models-for-ecg-promise-gaps-and-what-comes-next/Sat, 23 May 2026 00:00:00 +0000http://resbyte.github.io/foundation-models-for-ecg-promise-gaps-and-what-comes-next/<p>Large pretrained models have reshaped NLP and computer vision. The natural question is whether the same paradigm — pretrain on huge unlabeled corpora, fine-tune on small labeled datasets — translates to clinical time-series. For ECG specifically, the stakes are high: cardiac events kill more people than any other cause, and most of the world has no cardiologist nearby.</p> <p>The short answer is: partially. And the gaps are instructive.</p> <h2 id="why-ecg-is-a-good-testbed">Why ECG is a good testbed</h2> <p>ECG is well-suited for this experiment for a few reasons:</p>