Search Results for author: Hsing-Kuo Pao

Found 2 papers, 2 papers with code

Polyp-DDPM: Diffusion-Based Semantic Polyp Synthesis for Enhanced Segmentation

1 code implementation6 Feb 2024 Zolnamar Dorjsembe, Hsing-Kuo Pao, Furen Xiao

This study introduces Polyp-DDPM, a diffusion-based method for generating realistic images of polyps conditioned on masks, aimed at enhancing the segmentation of gastrointestinal (GI) tract polyps.

Data Augmentation Segmentation

Conditional Diffusion Models for Semantic 3D Brain MRI Synthesis

2 code implementations29 May 2023 Zolnamar Dorjsembe, Hsing-Kuo Pao, Sodtavilan Odonchimed, Furen Xiao

This model represents the first use of a diffusion model in 3D semantic brain MRI synthesis, producing high-quality images.

Data Augmentation Image-to-Image Translation +1

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