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Memory-Efficient 3D Denoising Diffusion Models for Medical Image Processing

Memory-Efficient 3D Denoising Diffusion Models for Medical Image Processing

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2791771152

Memory-Efficient 3D Denoising Diffusion Models for Medical Image Processing

About this item

Full title

Memory-Efficient 3D Denoising Diffusion Models for Medical Image Processing

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2024-09

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

Denoising diffusion models have recently achieved state-of-the-art performance in many image-generation tasks. They do, however, require a large amount of computational resources. This limits their application to medical tasks, where we often deal with large 3D volumes, like high-resolution three-dimensional data. In this work, we present a number...

Alternative Titles

Full title

Memory-Efficient 3D Denoising Diffusion Models for Medical Image Processing

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2791771152

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2791771152

Other Identifiers

E-ISSN

2331-8422

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