Abstract
platform's multi-module architecture and its suitability for diverse paediatric imaging applications.AV represents, to our knowledge, the first fully integrated, end-to-end MRI-toanalysis workflow dedicated to paediatric imaging.Future work will focus on automated processing at acquisition, retrospective audit logging, large-cohort clinical validation and expansion to additional paediatric imaging tasks, with public release planned through pip-installable and Docker container distributions.