Unsupervised cycle-consistent network for 3D pelvic mono- or multimodal deformable image registration

Abstract Background To develop a novel deformable image registration method aimed at improving the accuracy of multimodal image registration in radiotherapy. Methods An unsupervised cycle-consistent network (CycleVOS) was proposed as the deformable image registration model, which integrates a cycle-...

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Autores principales:	Xin Zhang, Cong Zhang, Hengxin Du, Yankui Chang, Haotian Wu, Lipeng Jiang
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	BMC 2025-12-01
Colección:	Radiation Oncology
Materias:	Voxel optimization smooth Unsupervised Cycle-consistent Deformable image registration
Acceso en línea:	https://doi.org/10.1186/s13014-025-02780-y
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