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Brain tumor segmentation using synthetic MR images - A comparison of GANs and diffusion models - Scientific Data

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Brain tumor segmentation using synthetic MR images - A comparison of GANs and diffusion models - Scientific Data

Large annotated datasets are required for training deep learning models, but in medical imaging data sharing is often complicated due to ethics, anonymization and data protection legislation. Generative AI models, such as generative adversarial networks (GANs) and diffusion models, can today produce very realistic synthetic images, and can potentially facilitate data sharing.

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Brain tumor segmentation using synthetic MR images - A comparison of GANs and diffusion models - Scientific Data

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Brain tumor segmentation using synthetic MR images - A comparison of GANs and diffusion models - Scientific Data

Rate This Post

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Unlocking the Power of Knowledge
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Unlocking the Power of Knowledge
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