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Current and Potential Applications of Artificial Intelligence in Gastrointestinal Stromal Tumor Imaging

The most common mesenchymal tumors are gastrointestinal stromal tumors (GISTs), which have malignant potential and can occur anywhere along the gastrointestinal system. Imaging methods are important and indispensable of GISTs in diagnosis, risk staging, therapy, and follow-up. The recommended imagin...

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Detalles Bibliográficos
Autores principales: Yang, Cai-Wei, Liu, Xi-Jiao, Liu, Si-Yun, Wan, Shang, Ye, Zheng, Song, Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7714601/
https://www.ncbi.nlm.nih.gov/pubmed/33304203
http://dx.doi.org/10.1155/2020/6058159
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author Yang, Cai-Wei
Liu, Xi-Jiao
Liu, Si-Yun
Wan, Shang
Ye, Zheng
Song, Bin
author_facet Yang, Cai-Wei
Liu, Xi-Jiao
Liu, Si-Yun
Wan, Shang
Ye, Zheng
Song, Bin
author_sort Yang, Cai-Wei
collection PubMed
description The most common mesenchymal tumors are gastrointestinal stromal tumors (GISTs), which have malignant potential and can occur anywhere along the gastrointestinal system. Imaging methods are important and indispensable of GISTs in diagnosis, risk staging, therapy, and follow-up. The recommended imaging method for staging and follow-up is computed tomography (CT) according to current guidelines. Artificial intelligence (AI) applies and elaborates theses, procedures, modes, and utilization systems for simulating, enlarging, and stretching the intellectual capacity of humans. Recently, researchers have done a few studies to explore AI applications in GIST imaging. This article reviews the present AI studies in GISTs imaging, including preoperative diagnosis, risk stratification and prediction of prognosis, gene mutation, and targeted therapy response.
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spelling pubmed-77146012020-12-09 Current and Potential Applications of Artificial Intelligence in Gastrointestinal Stromal Tumor Imaging Yang, Cai-Wei Liu, Xi-Jiao Liu, Si-Yun Wan, Shang Ye, Zheng Song, Bin Contrast Media Mol Imaging Review Article The most common mesenchymal tumors are gastrointestinal stromal tumors (GISTs), which have malignant potential and can occur anywhere along the gastrointestinal system. Imaging methods are important and indispensable of GISTs in diagnosis, risk staging, therapy, and follow-up. The recommended imaging method for staging and follow-up is computed tomography (CT) according to current guidelines. Artificial intelligence (AI) applies and elaborates theses, procedures, modes, and utilization systems for simulating, enlarging, and stretching the intellectual capacity of humans. Recently, researchers have done a few studies to explore AI applications in GIST imaging. This article reviews the present AI studies in GISTs imaging, including preoperative diagnosis, risk stratification and prediction of prognosis, gene mutation, and targeted therapy response. Hindawi 2020-11-26 /pmc/articles/PMC7714601/ /pubmed/33304203 http://dx.doi.org/10.1155/2020/6058159 Text en Copyright © 2020 Cai-Wei Yang et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review Article
Yang, Cai-Wei
Liu, Xi-Jiao
Liu, Si-Yun
Wan, Shang
Ye, Zheng
Song, Bin
Current and Potential Applications of Artificial Intelligence in Gastrointestinal Stromal Tumor Imaging
title Current and Potential Applications of Artificial Intelligence in Gastrointestinal Stromal Tumor Imaging
title_full Current and Potential Applications of Artificial Intelligence in Gastrointestinal Stromal Tumor Imaging
title_fullStr Current and Potential Applications of Artificial Intelligence in Gastrointestinal Stromal Tumor Imaging
title_full_unstemmed Current and Potential Applications of Artificial Intelligence in Gastrointestinal Stromal Tumor Imaging
title_short Current and Potential Applications of Artificial Intelligence in Gastrointestinal Stromal Tumor Imaging
title_sort current and potential applications of artificial intelligence in gastrointestinal stromal tumor imaging
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7714601/
https://www.ncbi.nlm.nih.gov/pubmed/33304203
http://dx.doi.org/10.1155/2020/6058159
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