A three-network ensemble on MURA X-rays reaches Cohen Kappa 0.66 overall and 0.653 on finger studies, below the original DenseNet overall (0.705) but above it on fingers.
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Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization
A three-network ensemble on MURA X-rays reaches Cohen Kappa 0.66 overall and 0.653 on finger studies, below the original DenseNet overall (0.705) but above it on fingers.