Advancing musculoskeletal tumor diagnosis: Automated segmentation and predictive classification using deep learning and radiomics - Wang, Shuo; Sun, Man; Sun, Jinglai; Wang, Qingsong; Wang, Guangpu; Wang, Xiaolin; Meng, Xianghong; Wang, Zhi; Yu, Hui (Computers in biology and medicine, 2024)
Keywords: Adult; Aged; Algorithms; Automation; Bone cancer; Bone Neoplasms - classification; Bone Neoplasms - diagnostic imaging; Bone tumors; Brain cancer; Cancer therapies; Classification; Datasets; Deep Learning; Diagnosis; Feature maps; Female; Heterogeneity; Humans; Image contrast; Image enhancement; Image Interpretation, Computer-Assisted - methods; Image processing; Image reconstruction; Image segmentation; Internal Medicine; Lesions; Machine learning; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Male; Medical diagnosis; Middle Aged; Muscle Neoplasms - diagnostic imaging; Musculoskeletal tumors; Other; Patients; Radiomics; Segmentation; Soft tissues; Statistical analysis; Tumors; Deep learning; Musculoskeletal tumors; Segmentation; Classification; Radiomics; deep learning; radiomics; segmentation; classification