Gastrointestinal & hepatic
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No. 7 of 20
Getting Started with AI in Gastrointestinal and Hepatic Pathology
A practical primer for the practising pathologist — what the technology actually does in gastrointestinal & hepatic, what to ask of it, and how to start safely.
Gastrointestinal and hepatic pathology contains the highest-volume specimen type in most laboratories — the colonic biopsy — and simultaneously hosts the single most regulatorily advanced AI histology application anywhere in pathology: automated MASH scoring in liver biopsy.
What the primer covers
- SectionTwo very different opportunities under one heading
- SectionThe liver story: the furthest AI has gone in regulated histology
- SectionThe GI story: volume, triage and screening
- SectionYour first 90 days
- SectionValidation specifics
- SectionFailure modes to anticipate
- SectionWhat to watch next
- SectionKey references
Who it is for
- Pathologists in gastrointestinal & hepatic meeting diagnostic AI for the first time
- Laboratory leads assessing vendor claims and planning validation
- Trainees who want the regulatory and methodological context, not marketing
Educational guidance, not clinical protocol or regulatory advice. Algorithm authorisations and validation requirements change — confirm the current position with your regulator and your own quality system.