A survey of emerging applications of diffusion probabilistic models in MRI

Diffusion probabilistic models (DPMs) which employ explicit likelihood characterization and a gradual sampling process to synthesize data, have gained increasing research interest. Despite their huge computational burdens due to the large number of steps involved during sampling, DPMs are widely app...

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Hlavní autoři:	Yuheng Fan, Hanxi Liao, Shiqi Huang, Yimin Luo, Huazhu Fu, Haikun Qi
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	KeAi Communications Co., Ltd. 2024-06-01
Edice:	Meta-Radiology
Témata:	Diffusion probabilistic models Score based generative modeling MRI
On-line přístup:	http://www.sciencedirect.com/science/article/pii/S2950162824000353
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