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08/23/2023
InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model
High-resolution (HR) MRI scans obtained from research-grade medical cent...
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07/07/2023
Unsupervised 3D out-of-distribution detection with latent diffusion models
Methods for out-of-distribution (OOD) detection that scale to 3D data ar...
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06/02/2023
Privacy Distillation: Reducing Re-identification Risk of Multimodal Diffusion Models
Knowledge distillation in neural networks refers to compressing a large ...
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09/17/2022
Can segmentation models be trained with fully synthetically generated data?
In order to achieve good performance and generalisability, medical image...
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09/07/2022
Morphology-preserving Autoregressive 3D Generative Modelling of the Brain
Human anatomy, morphology, and associated diseases can be studied using ...
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05/21/2022