Computer Vision News - April 2025

Computer Vision News Computer Vision News 30 We have bylaws, which make it clear that it's always going to be open source and freely available for everyone. We also have the bylaws specify how people can contribute to MONAI. And we now have over 211 contributors to MONAI from around the world. Then we have an advisory board that specifies how new contributions are considered and big new changes in the toolkit come about. This advisory board breaks into working groups: on federated learning, on AI assisted annotation, on applications and ophthalmology, pathology and so forth. These working groups really contain the best and brightest and all the people who want to contribute to MONAI from around the world participate in these working groups and help shape its future. So, that's the community which sets MONAI apart. What do you prepare for 2025? There's two steps and one is it really is the community that is going to decide what's next. The deep learning field in medical imaging is evolving so rapidly. I look forward to also finding out what that next exciting thing is and the community is going to provide it. We've recently added generative AI capabilities into MONAI that are outstanding. Foundational models are coming out in both pathology as well as 3D medical imaging. Vision, large language models, VLMs are coming out in MONAI. All of the trends within the medical imaging field are captured by MONAI and contributed by the community to MONAI. What's going to happen, the first and coolest thing, is going to be determined by the community. I don't know what it is either! I look forward to seeing it… MONAI - Medical Open Network for AI

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