This is so incredibly amazing, and that's why AI will improve all of our lives!

AI breakthrough in medical imaging: EchoJEPA beats ALL baselines in cardiac ultrasound analysis - even zero-shot on pediatric hearts it never trained on!

EchoJEPA reduces error on left ventricular ejection fraction (the most common heart function metric) by ~20% over the best existing foundation model.

Robust to noise, focuses precisely on heart structures, and proves LeCun's JEPA vision works for real-world medicine.

https://github.com/bowang-lab/EchoJEPA

@aipost
đŸ”„This is so incredibly amazing, and that's why AI will improve all of our lives! AI breakthrough in medical imaging: EchoJEPA beats ALL baselines in cardiac ultrasound analysis - even zero-shot on pediatric hearts it never trained on! EchoJEPA reduces error on left ventricular ejection fraction (the most common heart function metric) by ~20% over the best existing foundation model. Robust to noise, focuses precisely on heart structures, and proves LeCun's JEPA vision works for real-world medicine. https://github.com/bowang-lab/EchoJEPA @aipost 🏮
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