Ultrasound-based radiomics for predicting the five major histological subtypes of epithelial ovarian cancer - Yang, Yang; Ji, Xinyu; Li, Sen; Gao, Xuemeng; Wang, Yitong; Huang, Ying (BMC medical imaging, 2025)
Keywords: Adult; Aged; Antigens; Biomarkers; Biopsy; Cancer; Cancer therapies; Carbohydrates; Carcinoma; Carcinoma, Ovarian Epithelial - classification; Carcinoma, Ovarian Epithelial - diagnostic imaging; Carcinoma, Ovarian Epithelial - pathology; Cell culture; Chemotherapy; Epithelial ovarian cancer; Female; Health aspects; Heterogeneity; Histological subtype; Hospitals; Humans; Image processing; Image segmentation; Imaging; Machine learning; Medical imaging; Medical imaging equipment; Medicine; Medicine & Public Health; Middle Aged; Mortality; Oncology, Experimental; Ovarian cancer; Ovarian Neoplasms - diagnostic imaging; Ovarian Neoplasms - pathology; Pathology; Patients; Radiology; Radiomics; Reproductive system; Strategic planning (Business); Surgery; Taiwan; Tumors; Ultrasonic imaging; Ultrasonography - methods; Ultrasound; Ultrasound-based; United States; United States; Taiwan; Netherlands; United States--US; China; Japan; Histological subtype; Epithelial ovarian cancer; Ultrasound-based; Radiomics