Knee Menisci Segmentation using Convolutional Neural Networks: Data from the Osteoarthritis Initiative.

Osteoarthritis and Cartilage(2018)

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摘要
Especially for medial menisci an excellent segmentation accuracy was achieved. Our meniscal biomarkers were validated by comparison to experts' readings as well as analysis of differences w.r.t groups of OA, JSN, and WOMAC pain. It was confirmed that medial meniscal extrusion is a predictor for incident OA.
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关键词
Biomarker,Incident OA,Cartilage,Deep learning,Knee MRI,Statistical shape models
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