MRI‐Based Computer‐Aided Diagnostic Model to Predict Tumor Grading and Clinical Outcomes in Patients With Soft Tissue Sarcoma - Yang, Yuhan; Zhou, Yin; Zhou, Chen; Zhang, Xuemei; Ma, Xuelei (Journal of magnetic resonance imaging, 2022)
Keywords: Adult; Artificial neural networks; computer‐aided diagnosis; Deep learning; Diagnostic systems; Feature maps; Female; Humans; Machine learning; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Male; Neoplasm Grading; Neural networks; Nomograms; Patients; Quality; Radiomics; Retrospective Studies; Sarcoma; Sarcoma - diagnostic imaging; Sarcoma - pathology; Segmentation; Signatures; Soft Tissue Neoplasms - diagnostic imaging; Soft Tissue Neoplasms - pathology; Soft tissue sarcoma; Soft tissues; Statistical analysis; Statistical tests; Support vector machines; Survival; Training; tumor grading; Tumors; deep learning; magnetic resonance imaging; computer-aided diagnosis; soft tissue sarcoma; tumor grading