Diffusion-based Data Augmentation for Nuclei Image Segmentation

Diffusion-based Data Augmentation for Nuclei Image Segmentation

22 October 2023

Papers citing "Diffusion-based Data Augmentation for Nuclei Image Segmentation"

10 / 10 papers shown

Title
HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and Classification V. Vadori Jean-Marie Graic A. Peruffo L. Finos Ujwala Kiran Chaudhari Enrico Grisan DiffM MedIm 88 0 0 12 Feb 2025
Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy Shaoyan Pan Yikang Liu Lin Zhao Eric Z. Chen Xiao Chen Terrence Chen Shanhui Sun VGen MedIm 90 0 0 20 Dec 2024
LoGex: Improved tail detection of extremely rare histopathology classes via guided diffusion Maximilian Mueller Matthias Hein MedIm 29 0 0 02 Sep 2024
Co-synthesis of Histopathology Nuclei Image-Label Pairs using a Context-Conditioned Joint Diffusion Model Seonghui Min Hyunwoo Oh Won-Ki Jeong DiffM MedIm 40 3 0 19 Jul 2024
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms L. Bogensperger Dominik Narnhofer Alexander Falk Konrad Schindler Thomas Pock MedIm 33 3 0 28 May 2024
Multi-stream Cell Segmentation with Low-level Cues for Multi-modality Images Wei Lou Xinyi Yu Chenyu Liu Xiang Wan Guanbin Li Siqi Liu Haofeng Li 26 7 0 22 Oct 2023
Semantic Image Synthesis via Diffusion Models Weilun Wang Weilun Wang Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 214 176 0 30 Jun 2022
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting Dongnan Liu Donghao Zhang Yang Song Fan Zhang L. O’Donnell Heng-Chiao Huang Mei Chen Weidong (Tom) Cai 35 75 0 05 May 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,344 0 12 Dec 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,444 0 21 Nov 2016