Radiomics and Its Applications and Progress in Pancreatitis: A Current State of the Art Review

Frontiers in Medicine

article

Gaowu Yan¹  Gaowen Yan²  Hongwei Li³  Hongwei Liang⁴  Chen Peng⁵  Anup Bhetuwal⁶  Morgan A. McClure⁷  Yongmei Li⁴  Guoqing Yang¹  Yong Li¹  Linwei Zhao¹  Xiaoping Fan¹ 

[1] Department of Radiology, Suining Central Hospital;Department of Radiology, The First Hospital of Suining;Department of Radiology, The Third Hospital of Mianyang and Sichuan Mental Health Center;Department of Radiology, The First Affiliated Hospital of Chongqing Medical University;Department of Gastroenterology, The First Hospital of Suining;Sichuan Key Laboratory of Medical Imaging, Department of Radiology, Affiliated Hospital of North Sichuan Medical College;Department of Radiology and Imaging, Institute of Rehabilitation and Development of Brain Function, The Second Clinical Medical College of North Sichuan Medical College, Nanchong Central Hospital

关键词: radiomics;    acute pancreatitis;    chronic pancreatitis;    autoimmune pancreatitis;    pancreatic ductal adenocarcinoma;    computed tomography;    magnetic resonance imaging;    positron emission tomography/computed tomography;   

DOI  :  10.3389/fmed.2022.922299

学科分类：社会科学、人文和艺术（综合）

来源: Frontiers

【 摘 要 】

Radiomics involves high-throughput extraction and analysis of quantitative information from medical images. Since it was proposed in 2012, there are some publications on the application of radiomics for (1) predicting recurrent acute pancreatitis (RAP), clinical severity of acute pancreatitis (AP), and extrapancreatic necrosis in AP; (2) differentiating mass-forming chronic pancreatitis (MFCP) from pancreatic ductal adenocarcinoma (PDAC), focal autoimmune pancreatitis (AIP) from PDAC, and functional abdominal pain (functional gastrointestinal diseases) from RAP and chronic pancreatitis (CP); and (3) identifying CP and normal pancreas, and CP risk factors and complications. In this review, we aim to systematically summarize the applications and progress of radiomics in pancreatitis and it associated situations, so as to provide reference for related research.

【 授权许可】

CC BY