Projects
Workstreams shaped by radiology practice, AI implementation, reporting systems, clinical validation and teaching needs.
Delivered projects
Clinical AI and workflow initiatives across detection, decision support, reporting and preventive imaging.
Delivered work
Delivered work across radiology AI, reporting systems, preventive imaging and clinical decision-support workflows.
Chest X-ray · 60+ thoracic findings
Clinical leadership in developing and validating chest radiograph AI workflows for tuberculosis, pneumonia and broad thoracic pathology screening.
Opportunistic bone health screening
Conceptual work around radiograph-driven bone mineral density assessment and osteoporosis screening from routine imaging.
Speech · LLM-assisted reporting
Clinical input into voice-driven reporting and structured radiology documentation workflows intended to reduce reporting friction.
Preventive imaging · comprehensive evaluation
Led ideation and implementation of a whole-body MRI screening workflow designed for broader preventive health evaluation.
Acute triage · 20+ neuro findings
Clinical leadership for CT brain AI workflows covering intracranial haemorrhage, infarct, mass effect and acute neuroimaging triage.
MRI spine · MSK radiographs
Spine MRI and musculoskeletal radiograph AI pipelines, including degenerative knee analysis and post-operative ACL imaging.
Ongoing projects
Active workstreams across AI enablement, reporting support and clinician education.
Ongoing work
Current work focused on practical AI enablement, clinician education and reporting workflow intelligence.
Clinical validation · quality systems
Translating AI outputs into radiology operations through validation, QA, triage and reporting workflow design.
AI literacy · clinical learning
Translating AI concepts into clinician-friendly modules, talks and learning formats for doctors and residents.
LLMs · reporting support · decision systems
Exploring small and large language models for radiology reporting, decision support and clinical workflow communication.
Project themes