Screening of normal endoscopic large bowel biopsies with interpretable graph learning: a retrospective study.
Simon GrahamFayyaz Ul Amir Afsar MinhasMohsin BilalMahmoud AliYee Wah TsangMark EastwoodNoorul WahabMostafa JahanifarEmily HeroKatherine DoddHarvir SahotaShaobin WuWenqi LuAyesha S AzamKsenija BenesMohammed NimirKatherine HewittAbhir BhaleraoAndrew RobinsonHesham EldalyShan E Ahmed RazaKishore GopalakrishnanDavid R J SneadNasir M RajpootPublished in: Gut (2023)
The model achieved consistently high accuracy showing its potential in optimising increasingly scarce pathologist resources. Explainable predictions can guide pathologists in their diagnostic decision-making and help boost their confidence in the algorithm, paving the way for its future clinical adoption.