Preoperative prediction of perineural invasion and KRAS mutation in colon cancer using machine learning

ConclusionMachine learning models developed using preoperative CT data can predict PNI and KRAS mutation in colon cancer patients with satisfactory performance. Individual-stage models better-characterized the relationship between CT features and PNI or KRAS mutation than multi-stage models and demonstrated good prediction scores.
Source: Journal of Cancer Research and Clinical Oncology - Category: Cancer & Oncology Source Type: research