A novel approach for evaluating bone mineral density of hips based on Sobel gradient-based map of radiographs utilizing convolutional neural network
Thong Phi Nguyen, Dong‐Sik Chae, Sungjun Park, Jonghun Yoon
Topics & Concepts
Sobel operatorRadiographyConvolutional neural networkBone mineralArtificial intelligenceComputer scienceArtificial neural networkPattern recognition (psychology)OsteoporosisDeep learningCorrelation coefficientGold standard (test)Image processingMedicineRadiologyImage (mathematics)Machine learningEdge detectionPathologyBone health and osteoporosis researchHip and Femur FracturesMedical Imaging and Analysis