Decision support that cites the exact trial and guideline line it relies on
When a computer suggests a treatment, it should show the doctor the specific trial result and guideline sentence behind the suggestion, so it can be checked and trusted.
Most oncology decision support presents recommendations as opaque rules. Provenance-first CDS attaches, to every suggestion, the guideline version and recommendation identifier, the trial identifiers and structured results it derives from, and the date of last evidence check, drawn from a computable guideline feed and evidence graph. This makes recommendations auditable, updatable and correctable, and lets clinicians see when evidence is thin.
- Knowledge reaches practice too slowly · Knowledge diffusion is slow: it takes years for a proven result to change what most patients receive, and no one can keep up with the literature.
- AI that is built but not validated or deployed · Thousands of cancer AI models are published; a handful are in clinical use, and fewer have shown they help patients.
Pages like this
not linked directly; found by shared links- IdeaA public API serving the current standard of care for any cancer, stage and biomarker
Shares An open knowledge graph linking trials, results, biomarkers, drugs and recommendations, Living guidelines published as versioned, computable rules, AI that is built but not validated or deployed, Knowledge reaches practice too slowly.
- IdeaExpert-verified translation of guideline updates into 20 languages within 30 days
Shares Living guidelines published as versioned, computable rules, Knowledge reaches practice too slowly.
- IdeaAutomatic flagging of retracted or corrected evidence in guidelines and decision support
Shares Living guidelines published as versioned, computable rules, Knowledge reaches practice too slowly.
- IdeaUpdate hospital order sets within 30 days of a guideline change
Shares Living guidelines published as versioned, computable rules, Knowledge reaches practice too slowly.
- IdeaSubscribable alerts when the standard of care changes for a patient's situation
Shares Living guidelines published as versioned, computable rules, Knowledge reaches practice too slowly.
- CollectionOncoKB
Shares A tumour board assistant that cites its evidence and tracks outcomes, An open knowledge graph linking trials, results, biomarkers, drugs and recommendations, Knowledge reaches practice too slowly.
- IdeaA plain-language explainer for every guideline recommendation, in every major language
Shares Living guidelines published as versioned, computable rules, Knowledge reaches practice too slowly.
- IdeaA monthly-updated benchmark for AI answers to oncology questions with citation accuracy
Shares AI that is built but not validated or deployed, Knowledge reaches practice too slowly.