Research Area: Machine Learning
Evaluation of genetic mutations in cancers is important because distinct mutational profiles help determine individualized drug therapy. However, molecular analyses are not routinely performed in all cancers because they are expensive, time-consuming and not universally available. Artificial intelligence (AI) has shown the potential to determine a wide range of genetic mutations on histologic image analysis. Here, we assessed the status of mutation prediction AI models on histologic images by a systematic review.
Keywords:
Artificial intelligence
Whole slide image
Gene mutation
Precision medicine
Systematic review
Author(s) Name: Mohammad Rizwan Alam, Kyung Jin Seo, Jamshid Abdul-Ghafar, Kwangil Yim
Journal name: Briefings in Bioinformatics
Conferrence name:
Publisher name: Oxford Academic
DOI: 10.1093/bib/bbad151
Volume Information: Volume 24
