The 5th NEUBIAS Conference took place in Porto during the week of May 8th, 2023. It brought together experts in BioImage Analysis for the Defragmentation Training School and the Open Symposium. AI4Life actively participated in the event, contributing to both parts and covering topics from zero code Deep Learning tools, the Bioimage Model Zoo, BiaPy, Segment Anything for Microscopy, among others. Estibaliz Gómez-de-Mariscal has written a post in FocalPlane summarising the discussions and outcomes.