End-to-end deep learning model for segmentation and severity staging of anterior cruciate ligament injuries from MRI
Nguyen Tan Dung, Ngo Huu Thuan, Truong Van Dung, Le Van Nho, Nguyễn Minh Trí, Vu Pham Thao Vy, Le Ngoc Hoang, Nguyen Thuan Phat, Dang Anh Chuong, Lương Hữu Đăng
Topics & Concepts
MedicineAnterior cruciate ligamentSagittal planeSørensen–Dice coefficientSegmentationStandard deviationCohen's kappaNuclear medicineMagnetic resonance imagingSimilarity (geometry)Artificial intelligenceRadiologyImage segmentationImage (mathematics)MathematicsStatisticsComputer scienceKnee injuries and reconstruction techniquesTotal Knee Arthroplasty OutcomesOsteoarthritis Treatment and Mechanisms