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

Contrast Media Mol Imaging. 2020 Nov 26:2020:6058159. doi: 10.1155/2020/6058159. eCollection 2020.

Abstract

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.

Publication types

  • Research Support, Non-U.S. Gov't
  • Review

MeSH terms

  • Animals
  • Artificial Intelligence*
  • Gastrointestinal Neoplasms / diagnostic imaging
  • Gastrointestinal Neoplasms / pathology*
  • Gastrointestinal Stromal Tumors / diagnostic imaging
  • Gastrointestinal Stromal Tumors / pathology*
  • Humans
  • Image Processing, Computer-Assisted / methods*
  • Tomography, X-Ray Computed / methods*