Radiomic features of the pancreas on CT imaging accurately differentiate functional abdominal pain, recurrent acute pancreatitis, and chronic pancreatitis.

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作者： Rouzbeh,Mashayekhi ^[1] ; Vishwa S,Parekh ^[2] ; Mahya,Faghih ^[3] ; Vikesh K,Singh ^[4] ; Michael A,Jacobs ^[5] ; Atif,Zaheer ^[6]

作者单位： The Russell H. Morgan Department of Radiology and Radiological Sciences, The Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA. Electronic address: rmashay1@jhmi.edu. ^[1] The Russell H. Morgan Department of Radiology and Radiological Sciences, The Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA; Department of Computer Science, The Johns Hopkins University, Baltimore, MD, 21208, USA. Electronic address: vishwaparekh@jhu.edu. ^[2] Pancreatitis Center, Division of Gastroenterology, Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA. Electronic address: mfaghih2@jhu.edu. ^[3] Pancreatitis Center, Division of Gastroenterology, Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA. Electronic address: vsingh1@jhmi.edu. ^[4] The Russell H. Morgan Department of Radiology and Radiological Sciences, The Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA. Electronic address: mikej@mri.jhu.edu. ^[5] The Russell H. Morgan Department of Radiology and Radiological Sciences, The Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA; Pancreatitis Center, Division of Gastroenterology, Department of Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA. Electronic address: azaheer1@jhmi.edu. ^[6]

关键词 Abdomen CT Chronic pancreatitis Machine learning Pancreas Pancreatitis Radiomics Recurrent acute pancreatitis