Search Results for author: Yafei Dong

Found 3 papers, 1 papers with code

Head and Neck Tumor Segmentation from [18F]F-FDG PET/CT Images Based on 3D Diffusion Model

no code implementations31 Jan 2024 Yafei Dong, Kuang Gong

In this work, we proposed a 3D diffusion model to accurately perform H&N tumor segmentation from 3D PET and CT volumes.

Image Generation Segmentation +1

Target-oriented Domain Adaptation for Infrared Image Super-Resolution

1 code implementation15 Nov 2023 Yongsong Huang, Tomo Miyazaki, Xiaofeng Liu, Yafei Dong, Shinichiro Omachi

DASRGAN operates on the synergy of two key components: 1) Texture-Oriented Adaptation (TOA) to refine texture details meticulously, and 2) Noise-Oriented Adaptation (NOA), dedicated to minimizing noise transfer.

Domain Adaptation Image Super-Resolution +1

TauPETGen: Text-Conditional Tau PET Image Synthesis Based on Latent Diffusion Models

no code implementations21 Jun 2023 Se-In Jang, Cristina Lois, Emma Thibault, J. Alex Becker, Yafei Dong, Marc D. Normandin, Julie C. Price, Keith A. Johnson, Georges El Fakhri, Kuang Gong

Preliminary experimental results based on clinical [18F]MK-6240 datasets demonstrate the feasibility of the proposed method in generating realistic tau PET images at different clinical stages.

Image Generation

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