Assistant Professor of digital health, medical informatics and AI in healthcare at the Faculty of Medicine of the University of Porto (FMUP) · researcher at RISE-Health.
I work on getting algorithms to survive contact with a real clinic: real constraints, real workflows, real patients, and the day the model gets something wrong. I direct the MSc in Medical Informatics and have been teaching since 2008.
- Clinical decision support — connecting an algorithm's output to clinical action in respiratory medicine and primary care, with usability at the point of care.
- AI evaluation in health — external validation, benchmarking, and real-world performance, with an emphasis on robustness outside the training distribution.
- Mobile health (mHealth) — platforms for patients and clinicians supporting chronic-disease management and symptom monitoring.
- Health data science — statistical modelling, clinical data analysis, and evidence synthesis to inform care and policy.
Tools that reached clinical use: eNO.VIS, the FeNO Interpretation Aid, and the AIRDOC and InspirerMundi platforms for chronic respiratory disease.
- 🌐 Website — tiagojct.eu
- ✍️ Writing — tiagojct.eu/writing
- 📌 Now — tiagojct.eu/now
- 📄 Publications · Talks · Teaching · CV — tiagojct.eu/work
Also on CiênciaVitae and Authenticus.


