The 18 use case families
A family is a clinical concept — a defined type of problem AI can address. Every local deployment is an instance of its family, making hundreds of disconnected records comparable.
18 families · 27 published instances
- 1
Diagnostic Imaging & Pathology
AI that detects or characterises disease from medical images or pathology specimens.
4 instances2 validated - 2
Clinical Decision Support
AI that supports clinicians with diagnostic or treatment decisions at the point of care.
1 instance0 validated - 3
Predictive Risk Stratification
AI that predicts the risk of a future clinical event for individuals or cohorts.
1 instance0 validated - 4
Surgical Planning & Navigation
AI that supports planning, guidance, or outcome prediction across the surgical pathway.
1 instance1 validated - 5
Medication Safety & Optimisation
AI that improves the safety and appropriateness of prescribing and medication management.
1 instance0 validated - 6
Genomics & Precision Medicine
AI that interprets genomic or molecular data to personalise diagnosis and treatment.
1 instance0 validated - 7
Mental Health & Neurology
AI that screens for or assesses mental health and neuro-cognitive conditions.
2 instances1 validated - 8
Chronic Disease Management
AI supporting remote monitoring, self-management, and escalation for chronic conditions.
1 instance1 validated - 9
Patient Monitoring (ICU/Ward)
AI that continuously analyses inpatient physiological data to detect deterioration.
1 instance0 validated - 10
Workflow & Operational Efficiency
AI that optimises scheduling, capacity, and resource allocation in healthcare operations.
2 instances0 validated - 11
Administrative Automation
AI that automates documentation, coding, and administrative back-office processes.
2 instances0 validated - 12
Care Coordination & Pathways
AI that optimises transitions of care and multi-disciplinary coordination.
1 instance0 validated - 13
Patient Engagement & Communication
AI that communicates with and educates patients to support engagement and adherence.
1 instance0 validated - 14
Population Health & Epidemiology
AI for surveillance, outbreak prediction, and population-level health modelling.
1 instance0 validated - 15
Emergency & Trauma
AI that supports dispatch, emergency department flow, and time-critical pathways.
3 instances1 validated - 16
Rehabilitation & Allied Health
AI that assesses and supports rehabilitation and allied health interventions.
1 instance0 validated - 17
Research & Clinical Trials
AI that accelerates clinical research, trial design, and recruitment.
2 instances0 validated - 18
Supply Chain & Asset Management
AI that optimises medical supply chains, inventory, and asset maintenance.
1 instance0 validated