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Feasibility of Femoral Cartilage Lesion Classification on Clinical MRIs using Deep Learning

Mingrui Yang¹, Ceylan Colak¹, Mercan Aslan¹, Sibaji Gaj¹, Morgan Jones¹, Carl Winalski¹, Naveen Subhas¹, and Xiaojuan Li¹
¹Cleveland Clinic, Cleveland, OH, United States

We found this a promising pipeline for femoral cartilage lesion classification in heterogeneous clinical MR images. It can provide aids to clinical routines for improved patient treatment and management plans.

Figure 2. ROC curves with AUCs for training, validation and test respectively.

Figure 1. Sample femoral cartilage segmented sagittal fat-saturated proton density weight clinical MR images.