The MIDL conference aims to be a forum for deep learning researchers, clinicians and health-care companies to take a leap in the application of deep learning based automatic image analysis in disease screening, diagnosis, prognosis, treatment selection and treatment monitoring. In its 2019 edition in London, our research group participated in the conference with an Extended Abstract presented as a poster presentation, Extended 2D Consensus Hippocampus Segmentation.