Radiomics-based Machine-learning Models Can Detect Pancreatic Cancer on Prediagnostic Computed Tomography Scans at a Substantial Lead Time Before Clinical Diagnosis-Reference-Cited by-同舟云学术

Radiomics-based Machine-learning Models Can Detect Pancreatic Cancer on Prediagnostic Computed Tomography Scans at a Substantial Lead Time Before Clinical Diagnosis

Published:2022-11 Issue:5 Volume:163 Page:1435-1446.e3
ISSN:0016-5085
Container-title:Gastroenterology
language:en
Short-container-title:Gastroenterology

Author:

Mukherjee Sovanlal,Patra Anurima,Khasawneh Hala,Korfiatis Panagiotis,Rajamohan Naveen,Suman Garima,Majumder Shounak,Panda Ananya,Johnson Matthew P.,Larson Nicholas B.,Wright Darryl E.,Kline Timothy L.,Fletcher Joel G.,Chari Suresh T.,Goenka Ajit H.

Publisher

Elsevier BV

Subject

Gastroenterology,Hepatology

Reference35 articles.

1. Potential cost-effectiveness of risk-based pancreatic cancer screening in patients with new-onset diabetes;Schwartz;J Natl Compr Canc Netw,2021

2. Computerized tomography scan in pre-diagnostic pancreatic ductal adenocarcinoma: stages of progression and potential benefits of early intervention: a retrospective study;Singh;Pancreatology,2020

3. Benefit of surveillance for pancreatic cancer in high-risk individuals: outcome of long-term prospective follow-up studies from three european expert centers;Vasen;J Clin Oncol,2016

4. Diabetes, weight change, and pancreatic cancer risk;Yuan;JAMA Oncol,2020

5. Is screening for pancreatic cancer in high-risk individuals one step closer or a fool's errand?;Hart;Clin Gastroenterol Hepatol,2019

Cited by 73 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Comparative analysis of machine learning and deep learning models for improved cancer detection: A comprehensive review of recent advancements in diagnostic techniques;Expert Systems with Applications;2024-12

2. The utility of axial imaging among selected patients in the early postoperative period after pancreatectomy;Surgery;2024-10

3. Pancreatic incidentaloma: incidental findings from history towards the era of liquid biopsy;eGastroenterology;2024-09

4. Artificial Intelligence Applications in Pancreatic Cancer Imaging;Advances in Clinical Radiology;2024-09

5. Radiomics machine learning algorithm facilitates detection of small pancreatic neuroendocrine tumors on CT;Diagnostic and Interventional Imaging;2024-09