Radiomics-based machine learning (ML) classifier for detection of type 2 diabetes on standard-of-care abdomen CTs: a proof-of-concept study.
Darryl E WrightSovanlal MukherjeeAnurima PatraHala KhasawnehPanagiotis KorfiatisGarima SumanSuresh T ChariYogish C KudvaTimothy L KlineAjit H GoenkaPublished in: Abdominal radiology (New York) (2022)
Pancreas radiomics-based AI model can detect the imaging signature of T2D. Further refinement and validation are needed to evaluate its potential for opportunistic T2D detection on millions of CTs that are performed annually.