Wenqi Li – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2023-02-10T20:47:10Z http://www.open-lab.net/blog/feed/ Wenqi Li https://wyli1072.appspot.com/ <![CDATA[Accelerating Deep Learning Research in Medical Imaging Using MONAI]]> http://www.open-lab.net/blog/?p=18874 2023-02-10T20:47:10Z 2020-07-08T15:00:00Z The Medical Open Network for AI (MONAI), is a freely available, community-supported, PyTorch-based framework for deep learning in healthcare imaging. It...]]>

The Medical Open Network for AI (MONAI), is a freely available, community-supported, PyTorch-based framework for deep learning in healthcare imaging. It provides domain-optimized, foundational capabilities for developing a training workflow. Building upon the GTC 2020 alpha release announcement back in April, MONAI has now released version 0.2 with new capabilities, examples…

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Wenqi Li https://wyli1072.appspot.com/ <![CDATA[Federated Learning powered by NVIDIA Clara]]> http://www.open-lab.net/blog/?p=15965 2022-09-02T23:07:33Z 2019-12-01T15:00:41Z AI requires massive amounts of data. This is particularly true for industries such as healthcare. For example, training an automatic tumor diagnostic system...]]>

AI requires massive amounts of data. This is particularly true for industries such as healthcare. For example, training an automatic tumor diagnostic system often requires a large database in order to capture the full spectrum of possible anatomies and pathological patterns. In order to build robust AI algorithms, hospitals and medical institutions often need to collaboratively share and combine…

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