A regression-based deep learning model with feature selection, amplification, and Mixture-of-Experts pooling grades mitral regurgitation from 4-chamber color Doppler videos with 89.36% accuracy.
Medical image analysis79, 102461 (2022) 10 Liu et al
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MReg: A Novel Regression Model with MoE-based Video Feature Mining for Mitral Regurgitation Diagnosis
A regression-based deep learning model with feature selection, amplification, and Mixture-of-Experts pooling grades mitral regurgitation from 4-chamber color Doppler videos with 89.36% accuracy.