Nature communications
Reducing bulky medical images via shape-texture decoupled deep neural networks.
Runzhao Yang, Tingxiong Xiao, Yuxiao Cheng, Jinli Suo
Published: 202610.1038/s41467-026-68292-9
Abstract
The explosive growth of medical data poses significant challenges for storage and sharing. Current compression techniques utilizing Implicit Neural Representations (INRs) effectively strike a balance between encoding accuracy and compression ratio, y…
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