The inaugural MIDL conference in Amsterdam brought together nearly 300 deep learning researchers, clinicians, and healthcare companies. There were 4 keynote speakers from industry leaders, 21 oral presentations, and over 60 poster presentations. Awards were given for the best paper and poster, which focused on medical image analysis using deep learning. The conference aimed to advance the application of deep learning in medical imaging and discuss collaboration across industry, academia, and clinicians.