Observational Diagnostics: AI-Powered Visual Aid for Dental Practitioners
Explores observational diagnostics as the foundation for AI-powered visual aids in dentistry.
Prof. Dr. Nicola Cirillo
Head of Research
DMD(Hons), LDS, MDS (Oral Surg), MDSc (Orth), MMSc (Paed Neuropsychiatry), MSc (Health Res), MSc (Clin Epidemiol), MEdPsych (Spec Educ), PGDip (Public Health), GCert (Univ Teaching)
LinkedInProf. Dr. Nicola Cirillo is a globally recognized clinician-scientist, epidemiologist, and professor who has held premier academic chairs in the UK, Australia, and Italy. A leading authority on value-based healthcare, he has authored over 200 peer-reviewed scientific publications and 3 books. Dr. Cirillo specializes in translating complex clinical data into digital decision-support tools and medical software solutions.
Research
10 papersFace Validation of an Artificial Intelligence Driven Tool for Clinical Triaging
The first study in Australia investigating the accuracy of AI for dental patient triaging
Harnessing the power of collective intelligence in dentistry: a pilot study in Victoria, Australia
Explores collective intelligence as an alternative to single-clinician decision making.
Biomarkers in Oral Disease Screening
Reviews biomarkers used in screening and early detection of oral diseases.
Mapping AI-Based Image Analysis for Clinical Decision-Making in Dentistry
Investigates AI in image analysis for dental clinical decision-making.
Precursor Lesions, Overdiagnosis, and Oral Cancer
Critically discusses the concept of overdiagnosis of oral diseases and the limitations of current paradigms.
Accuracy of Treatment Recommendations by AI
Compares AI and pragmatic evidence search against evidence-based guidelines.
A scoping review of crowdsourcing and collective intelligence in oral healthcare
Explores the use of collective intelligence and shared decision making in oral health.
Rampant Caries: What It Is and What It Isn't
Clarifies the definition and clinical presentation of rampant caries.
Determinants of Clinical Decision Making under Uncertainty in Dentistry: A Scoping Review
Examines how clinicians make decisions on limited heuristics.