Interpretable and Performant Multimodal Nasopharyngeal Carcinoma GTV Segmentation with Clinical Priors Guided 3D-Gaussian-Prompted Diffusion Model (3DGS-PDM).

Simple Summary: This is the first study to utilize 3D Gaussian representations and a Gaussian-prompt diffusion model for performant and interpretable multimodal medical imaging segmentation. Our proposed 3D Gaussian-prompted diffusion model addresses two long-standing challenges in this area: (1) ac...

Full description

Bibliographic Details
Published in:Cancers Vol. 17; no. 22; pp. 3660 - 3674
Main Authors: Zhu, Jiarui, Ma, Zongrui, Ren, Ge, Cai, Jing
Format: diagnostic images equations & formulas research tables/charts Journal Article
Published: MDPI Nov2025
Online Access:View this record in EBSCOhost