What the clinician-builder ecosystem surfaced recently
Refreshed automatically from our monitoring runs (last update 2026-09-14).
Full archive: every item the pipeline has ever surfaced, month by month.
Trending
- NHS GP and clinical informatician modernises SNOMED CT toolchain
Marcus Baw, a GP and clinical informatician working with the Royal College of Paediatrics and Child Health, maintains a Rust-based local-first SNOMED CT toolchain that builds portable terminology artefacts from RF2…
app · seen 21× · github.com - Commission starts enforcing AI Act rules and new transparency requirements on 2 August
Commission starts enforcing AI Act rules and new transparency requirements on 2 August
regulatory · seen 15× · ec-digital - Care and Code Clinical Build Day, Antwerp, 3 October 2026
The first Benelux Clinical Build Day where doctors, nurses, pharmacists and physiotherapists vibe-code a working AI care tool in one day; tickets on sale now
event · seen 12× · careandcode.be - AI Omnibus enters into force
AI Omnibus enters into force
regulatory · seen 12× · ec-digital - Adeline Health x AI Hackathon, London, 18 September 2026
One-day build event at Google HQ for clinicians, founders and engineers to prototype European healthcare AI on Google MedGemma, with GBP 13,000 in prizes; applications close 21 August
event · seen 11× · adeline.co.uk - New ECCC call for proposals under the Digital Europe Programme is open for applications
New ECCC call for proposals under the Digital Europe Programme is open for applications
regulatory · seen 9× · ec-digital - An interpretable data-driven approach to optimizing clinical fall risk assessment
by Fardin Ganjkhanloo, Emmett Springer, Erik H. Hoyer, Daniel L. Young, Holley Farley, Kimia Ghobadi In this study, we aim to better align fall risk prediction from the Johns Hopkins Fall Risk Assessment Tool (JHFRAT)…
regulatory · seen 8× · plos-digital-health - The promise and peril of AI for disability health equity: A justice-centered narrative review
by Jyoti Dalal, Douglas Teodoro, Minerva Rivas Velarde Despite the promising potential of Artificial Intelligence (AI) models to enhance health equities for persons with disabilities, poorly designed applications risk…
regulatory · seen 8× · plos-digital-health
Events
- Care and Code launches first Clinical Build Day in Antwerp
The non-profit Care and Code hosts Belgium's first Clinical Build Day on 3 October 2026, where doctors, nurses, pharmacists and physiotherapists build working AI care tools in one day using vibe coding, with a starter…
2026-08-26 · healthcarenetwork.be
Tools & guides
- Oncologist Roupen Odabashian publishes free 44-minute vibe coding guide
The watchlist clinician-builder released a free video teaching physicians how to vibe code, arguing the gap between a clinic need and shipping is now about a weekend
2026-09-14 · x - Scoping review maps vibe coding across healthcare
A preprint review catalogues how vibe coding is being used across clinical, administrative and research domains, mapping the tools clinicians are building for themselves
2026-09-14 · doi.org - Brachytherapy team documents an AI-assisted rebuild of a clinical inventory system
A MSKCC-led team including Kollmeier (MD, radiation oncology) published a case study replacing an obsolete MATLAB radioactive-seed inventory system with a modern vibe-coded desktop application, a worked template for…
2026-09-11 · doi.org - "Vibe coding for ophthalmologists": peer-reviewed building guide for clinician-builders
A Current Opinion in Ophthalmology paper by ophthalmologist-builders Fares Antaki and Pearse Keane gives eye clinicians a practical framework for building their own software through AI-assisted vibe coding workflows,…
2026-09-04 · doi.org - HIPAA Vault releases eight-step compliance checklist for vibe-coded healthcare apps
A practical compliance checklist covering vendor BAA coverage, AI prompt hygiene, secrets management, access control, audit logging and third-party routing, written for non-developer builders including clinicians…
2026-09-04 · hipaavault.com - Nursing Research publishes methods paper on vibe coding for statistical analysis
Tolentino, Kohout, Boy and Siddiq published a paper in Nursing Research demonstrating how vibe coding with large language models can be used for real statistical analysis, offering nurse-researchers a practical method…
2026-08-31 · doi.org