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

被引:4
作者
Yan, Gaowu [1 ]
Yan, Gaowen [2 ]
Li, Hongwei [3 ,8 ]
Liang, Hongwei [4 ]
Peng, Chen [5 ]
Bhetuwal, Anup [6 ]
McClure, Morgan A. [7 ]
Li, Yongmei [4 ]
Yang, Guoqing [1 ]
Li, Yong [1 ]
Zhao, Linwei [1 ]
Fan, Xiaoping [1 ]
机构
[1] Suining Cent Hosp, Dept Radiol, Suining, Peoples R China
[2] First Hosp Suining, Dept Radiol, Suining, Peoples R China
[3] Third Hosp Mianyang, Dept Radiol, Mianyang, Peoples R China
[4] Chongqing Med Univ, Dept Radiol, Affiliated Hosp 1, Chongqing, Peoples R China
[5] First Hosp Suining, Dept Gastroenterol, Suining, Peoples R China
[6] North Sichuan Med Coll, Dept Radiol, Sichuan Key Lab Med Imaging, Affiliated Hosp, Nanchong, Peoples R China
[7] Nanchong Cent Hosp, Inst Rehabil & Dev Brain Funct, North Sichuan Med Coll, Dept Radiol & Imaging,Clin Med Coll 2, Nanchong, Peoples R China
[8] Sichuan Mental Hlth Ctr, Mianyang, Peoples R China
关键词
radiomics; acute pancreatitis; chronic pancreatitis; autoimmune pancreatitis; pancreatic ductal adenocarcinoma; computed tomography; magnetic resonance imaging; positron emission tomography; RECURRENT ACUTE-PANCREATITIS; DUCTAL ADENOCARCINOMA; AUTOIMMUNE PANCREATITIS; DIFFERENTIAL-DIAGNOSIS; RISK-FACTORS; ARTIFICIAL-INTELLIGENCE; 1ST ATTACK; CT; CANCER; IMAGES;
D O I
10.3389/fmed.2022.922299
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
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.
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页数:13
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