Working Group
AI Development & Validation
The AI Development & Validation working group in AI4HI focuses on technical aspects of AI model development and validation processes. The group works to establish standardized validation methods and ensure AI models meet both technical requirements and clinical needs, while promoting the development of reliable and clinically applicable AI solutions.
Scope of work
Technical Development
Focuses on image quantification and distributed learning working on data harmonization across platforms
Validation Framework
Ensures AI models are fair, universal, and traceable, bridging technical and clinical perspectives
Model Assessment
Evaluates AI solutions for trustworthiness and robustness, validating with multi-institutional heterogeneous data
Team Members (A-Z)
| Name | Affiliation |
|---|---|
| Ana Jiménez | Quibim, Spain |
| Anastasios Tzelepakis | Institute of Informatics and Telecommunications, Greece |
| Armando Gomis | Health Research Institute Hospital La Fe (IIS La Fe), Spain |
| Giorgos Tziolas | Institute of Informatics and Telecommunications, Greece |
| Guang Yang | Imperial College London, United Kingdom |
| Ioanna Chouvarda | Aristotle University of Thessaloniki, Greece |
| Jose Lozano | Quibim, Spain |
| Kaisar Kushibar | University of Barcelona, Spain |
| Karim Lekadir | University of Barcelona, Spain |
| Kostas Marias | Foundation for Research & Technology – Hellas, Greece |
| Leonor Cerdá | Health Research Institute Hospital La Fe (IIS La Fe), Spain |
| Manadi Datar | Siemens Healthineers, Germany |
| Martijn Starmans | Erasmus Medical Center, Netherlands |
| Max Fischer | DBVIS, University of Konstanz, Germany |
| Nikos Papanikolaou | Champalimaud Foundation, Portugal |
| Philippe Lambin | Maastricht University, Netherlands |
| Sara Colantonio | Institute of Information Science and Technologies, National Research Council of Italy, ISTI-CNR, Pisa, Italy |
| Sergio Figueiras | Bahia Software, Spain |
| Stavros Sykiotis | National Technical University of Athens, Greece |
| Stefanie Charalambous | Maggioli Group, Greece |
| Yannick Metz | University of Konstanz, Germany |
| Zisis Sakellariou | Institute of Informatics and Telecommunications, Greece |