Cargando…
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...
Autores principales: | , , , , , |
---|---|
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 |
_version_ | 1783618777860014080 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7714601 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT yangcaiwei currentandpotentialapplicationsofartificialintelligenceingastrointestinalstromaltumorimaging AT liuxijiao currentandpotentialapplicationsofartificialintelligenceingastrointestinalstromaltumorimaging AT liusiyun currentandpotentialapplicationsofartificialintelligenceingastrointestinalstromaltumorimaging AT wanshang currentandpotentialapplicationsofartificialintelligenceingastrointestinalstromaltumorimaging AT yezheng currentandpotentialapplicationsofartificialintelligenceingastrointestinalstromaltumorimaging AT songbin currentandpotentialapplicationsofartificialintelligenceingastrointestinalstromaltumorimaging |