AI Validation
The scope of this WP is to define a strategic position on AI validation, encompassing aspects such as fairness, cost effectiveness, and clinical effectiveness. Additionally, the group engages in discussions to address common questions related to AI validation. This WG has developed a survey titled ‘How are you performing AI validation?’ with the aim of gaining a deeper understanding of the practices and approaches used for AI validation in the field of health imaging and to determine whether there are common practices or a diverse range of strategies and approaches employed in this domain. The results of the survey aim to map and report on the current state of AI method validation in Cancer Imaging, and utilize the findings to establish a consensus on best practices for AI validation in Health Imaging Research. The ultimate objective is to widely adopt these best practices and contribute to the community by promoting standardized and effective AI validation processes in health imaging research. Furthermore, the survey findings will be summarized and presented in an academic paper that is currently being planned.

Team members

(in alphabetical order)
Ana JiménezQuibim, Spain
Angel AlberichQuibim, Spain
Armando GomisHealth Research Institute Hospital La Fe (IIS La Fe), Spain
David FirminImperial College London, United Kingdom
Gianna TsakouMaggioli Group, Greece
Ioanna ChouvardaAristotle University of Thessaloniki, Greece
Jean Paul BeregiCHU Nimes, France
Kaisar KushibarUniversity of Barcelona, Spain
Leonor CerdáHealth Research Institute Hospital La Fe (IIS La Fe), Spain
Max FischerDBVIS, University of Konstanz, Germany
Nikos PapanikolaouChampalimaud Foundation, Portugal
Philippe LambinMaastricht University, Netherlands
Salvador CapellaBarcelona Supercomputing Center, Spain
Sara ColantonioInstitute of Information Science and Technologies, National Research Council of Italy, ISTI-CNR, Pisa, Italy
Shereen El NabhaniKingston University, United Kingdom
Stavros SykiotisNational Technical University of Athens, Greece
Stefanie CharalambousMaggioli Group, Greece
Susanna AussoTIC Salut Social, Spain
Tatjana Loncar-TurukaloUniversity of Novi Sad, Serbia
Yannick MetzUniversity of Konstanz, Germany
Yuval EloviciBen-Gurion University of the Negev, Israel