Semantic knowledge improves molecular machine learning for chemical toxicity prediction

A deep learning framework for standardized interpretation of multiparameter cardiac ultrasound and disease classification

Zhihong Wen, Xiangpeng Liu, Yi Liu, Wenbo Tang, Kang An, Shengli Guo

Echocardiographic interpretation underlies a large share of cardiovascular diagnoses, yet specialist expertise remains unevenly distributed, and quantitative measurements show inter-observer variability of 15–17% that contributes to disagreement in borderline cases. We developed…Read more

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