Radiomics model–based algorithm for preoperative prediction of pancreatic ductal adenocarcinoma grade - Tikhonova, Valeriya S.; Karmazanovsky, Grigory G.; Kondratyev, Evvgeny V.; Gruzdev, Ivan S.; Mikhaylyuk, Kseniya A.; Sinelnikov, Mikhail Y.; Revishvili, Amiran Sh (European radiology, 2023)
Keywords: Accuracy; Adenocarcinoma; Algorithms; Carcinoma, Pancreatic Ductal - diagnostic imaging; Carcinoma, Pancreatic Ductal - pathology; Carcinoma, Pancreatic Ductal - surgery; Computed tomography; Diagnostic Radiology; Diagnostic systems; Discretization; Histology; Humans; Imaging; Internal Medicine; Interventional Radiology; Medicine; Medicine & Public Health; Neuroradiology; Oncology; Pancreas; Pancreatic cancer; Pancreatic Neoplasms; Pancreatic Neoplasms - diagnostic imaging; Pancreatic Neoplasms - pathology; Pancreatic Neoplasms - surgery; Phases; Predictions; Principal components analysis; Radiology; Radiomics; Regularization; Retrospective Studies; Standardization; Subgroups; Texture; Tomography, X-Ray Computed - methods; Tumors; Ultrasound; CT; Texture analysis; Pancreas; Pancreatic ductal adenocarcinoma; Radiomics