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Health IT
An LLM-triaged SIEM: reviewing thousands of security events a day with a small team
Most health providers we talk to have the same shape of problem. Log sources everywhere, a security budget that funds part of one person's week, and an alert console nobody has opened since the fortnight after it was…
Governing AI in Australian health: privacy, PHI and safe adoption
Most AI conversations we have with health organisations stall at the same point. Not "does it work", but "where does the patient data go, who is accountable when it goes somewhere it shouldn't, and who signs the…
A policy and procedure chat assistant for health organisations
Most health organisations have somewhere between a few hundred and a few thousand internal documents that tell staff how to do things. Consent forms. Incident escalation. Rostering rules. Infection control procedures.…
AI-assisted medical coding: suggestions your coders can defend
Clinical coding is one of the few places in a hospital where a software error has a directly calculable dollar value. Under activity based funding, the 2025-26 National Efficient Price is $7,258 per NWAU(25), a 5.9%…
#clinical-coding#icd-10-am#activity-based-funding#human-in-the-loop#health-it
Predicting appointment no-shows: what actually works in an Australian clinic
Every conversation about AI in health at the moment is about language models. Meanwhile the problem that most reliably wastes clinic capacity, the patient who does not turn up, is best solved with a technique that has…
#machine-learning#xgboost#patient-scheduling#predictive-analytics#health-it
Building a daily AI digest of global health news
Most health IT managers I talk to have the same low-grade problem. There is a folder of newsletters they meant to read, a couple of industry sites they check when things are quiet, and a vague worry that something…