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Artificial intelligence for early detection of pancreatic adenocarcinoma: The future is promising

Pancreatic ductal adenocarcinoma (PDAC) is a worldwide public health concern. Despite extensive research efforts toward improving diagnosis and treatment, the 5-year survival rate at best is approximately 15%. This dismal figure can be attributed to a variety of factors including lack of adequate sc...

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Detalles Bibliográficos
Autores principales: Mendoza Ladd, Antonio, Diehl, David L
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Baishideng Publishing Group Inc 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8015296/
https://www.ncbi.nlm.nih.gov/pubmed/33833482
http://dx.doi.org/10.3748/wjg.v27.i13.1283
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author Mendoza Ladd, Antonio
Diehl, David L
author_facet Mendoza Ladd, Antonio
Diehl, David L
author_sort Mendoza Ladd, Antonio
collection PubMed
description Pancreatic ductal adenocarcinoma (PDAC) is a worldwide public health concern. Despite extensive research efforts toward improving diagnosis and treatment, the 5-year survival rate at best is approximately 15%. This dismal figure can be attributed to a variety of factors including lack of adequate screening methods, late symptom onset, and treatment resistance. Pancreatic ductal adenocarcinoma remains a grim diagnosis with a high mortality rate and a significant psy-chological burden for patients and their families. In recent years artificial intelligence (AI) has permeated the medical field at an accelerated pace, bringing potential new tools that carry the promise of improving diagnosis and treatment of a variety of diseases. In this review we will summarize the landscape of AI in diagnosis and treatment of PDAC.
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spelling pubmed-80152962021-04-07 Artificial intelligence for early detection of pancreatic adenocarcinoma: The future is promising Mendoza Ladd, Antonio Diehl, David L World J Gastroenterol Minireviews Pancreatic ductal adenocarcinoma (PDAC) is a worldwide public health concern. Despite extensive research efforts toward improving diagnosis and treatment, the 5-year survival rate at best is approximately 15%. This dismal figure can be attributed to a variety of factors including lack of adequate screening methods, late symptom onset, and treatment resistance. Pancreatic ductal adenocarcinoma remains a grim diagnosis with a high mortality rate and a significant psy-chological burden for patients and their families. In recent years artificial intelligence (AI) has permeated the medical field at an accelerated pace, bringing potential new tools that carry the promise of improving diagnosis and treatment of a variety of diseases. In this review we will summarize the landscape of AI in diagnosis and treatment of PDAC. Baishideng Publishing Group Inc 2021-04-07 2021-04-07 /pmc/articles/PMC8015296/ /pubmed/33833482 http://dx.doi.org/10.3748/wjg.v27.i13.1283 Text en ©The Author(s) 2021. Published by Baishideng Publishing Group Inc. All rights reserved. http://creativecommons.org/licenses/by-nc/4.0/ This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial.
spellingShingle Minireviews
Mendoza Ladd, Antonio
Diehl, David L
Artificial intelligence for early detection of pancreatic adenocarcinoma: The future is promising
title Artificial intelligence for early detection of pancreatic adenocarcinoma: The future is promising
title_full Artificial intelligence for early detection of pancreatic adenocarcinoma: The future is promising
title_fullStr Artificial intelligence for early detection of pancreatic adenocarcinoma: The future is promising
title_full_unstemmed Artificial intelligence for early detection of pancreatic adenocarcinoma: The future is promising
title_short Artificial intelligence for early detection of pancreatic adenocarcinoma: The future is promising
title_sort artificial intelligence for early detection of pancreatic adenocarcinoma: the future is promising
topic Minireviews
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8015296/
https://www.ncbi.nlm.nih.gov/pubmed/33833482
http://dx.doi.org/10.3748/wjg.v27.i13.1283
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