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Healthcare
From meeting audio to structured minutes in health settings
How to turn committee and case conference audio into structured minutes in Australian health services: consent, accuracy review, retention and real error rates.
#meeting-transcription#speech-to-text#clinical-governance#privacy#ai-governance
Mining patient feedback and complaints for themes
How Australian health services can turn years of free-text patient feedback and complaints into themes and risk signals, with an architecture, costs and limits.
#patient-feedback#natural-language-processing#clinical-governance#privacy#large-language-models
AI-assisted medical coding: suggestions your coders can defend
How to build an AI assistant that suggests ICD-10-AM and AR-DRG codes for coder review in Australian hospitals: architecture, audit trails, costs and honest limits.
#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
Building a no-show prediction model for an Australian clinic: local base rates, features, class imbalance, honest accuracy figures and intervention design.
#machine-learning#xgboost#patient-scheduling#predictive-analytics#health-it
Summarising clinical and referral documents with AI
Turning free-text referrals and discharge summaries into structured summaries with human sign-off: extraction over abstraction, grounding controls and onshore data.
#clinical-documentation#referrals#data-residency#llm#health-informatics
Building a daily AI digest of global health news
How we built a scheduled AI task that reads global health news overnight and emails a grounded summary each morning, for a few cents a day.