Blog
- Syndromic surveillance for neonatal sepsis via infant fever in EDsNeonatal sepsis remains one of the most time-critical diagnoses in paediatrics. Every hour of delay between the first sign of illness and the first antibiotic…
- Tracking Home Heater Carbon Monoxide Poisoning Through Ambulance CodesWinter across southern Australia brings a familiar routine. Families in Melbourne, Hobart and Canberra pull out the gas heater, the ducted system kicks on…
- Spotting Hepatitis A Signals In School Meal ProgramsHepatitis A can enter a school food setting quietly. A worker may feel unusually tired for several days, lose their appetite, or complain of nausea before…
- Detecting mumps orchitis signals in young adult urology careMumps orchitis is an important but easily missed complication of mumps infection in post-pubertal males. It can cause acute testicular pain, swelling and…
- Tracking Anaphylaxis Through Epinephrine Auto-Injector Pharmacy SalesAustralia has one of the highest rates of childhood food allergy globally, with Melbourne and Sydney frequently cited in research. Anaphylaxis, the severe…
- Detecting Alcohol Intoxication Spikes During Australian Public HolidaysEvery January, as the Harbour Bridge glows with fireworks and barbecues fire up across the country, Australian emergency departments quietly brace themselves…
- Detecting Influenza-Associated Pneumonia Through Chest X-Ray CountsEmergency physicians across Australia have long suspected that chest imaging volumes during colder months tell a story labs only confirm weeks later. Each…
- Detecting Cholera Signals in Returning TravelersCholera is uncommon in Australia, but imported infections can create an early warning problem for public-health teams. A returning traveler may first present…
- Detecting salmonellosis earlier with combined clinic and lab order dataAustralia records thousands of salmonellosis notifications every year, with OzFoodNet and the National Notifiable Diseases Surveillance System logging well…
- Mining Ambulance Narratives for Earlier Cluster Headache SignalsAmbulance services record much more than a dispatch category or final diagnostic code. Free-text notes may describe a patient pacing in agony, pressing a hand…