NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using
Diffusion Models

NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models

20 March 2023

Papers citing "NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models"

16 / 16 papers shown

Title
Instance Migration Diffusion for Nuclear Instance Segmentation in Pathology Lirui Qi Hongliang He Tong Wang Siwei Feng Guohong Fu MedIm 41 0 0 02 Apr 2025
MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications Yongrui Yu Yannian Gu S. Zhang Xiaofan Zhang MedIm 41 2 0 20 Oct 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 42 4 0 19 Jul 2024
Controllable and Efficient Multi-Class Pathology Nuclei Data Augmentation using Text-Conditioned Diffusion Models Hyunwoo Oh Won-Ki Jeong MedIm 36 3 0 19 Jul 2024
URCDM: Ultra-Resolution Image Synthesis in Histopathology Sarah Cechnicka James G. C. Ball Matthew Baugh Hadrien Reynaud Naomi Simmonds A. Smith Catherine Horsfield C. Roufosse Bernhard Kainz MedIm 31 1 0 18 Jul 2024
Mask-guided cross-image attention for zero-shot in-silico histopathologic image generation with a diffusion model Dominik Winter Nicolas Triltsch Marco Rosati Anatoliy Shumilov Ziya Kokaragac ... T. Padel L. S. Monasor Ross Hill Markus Schick N. Brieu DiffM MedIm 65 3 0 16 Jul 2024
A Comprehensive Survey on Diffusion Models and Their Applications M. Ahsan S. Raman Yingtao Liu Zahed Siddique MedIm DiffM 41 1 0 01 Jul 2024
Image Distillation for Safe Data Sharing in Histopathology Zhe Li Bernhard Kainz DD OOD MedIm 45 5 0 19 Jun 2024
Discriminative Hamiltonian Variational Autoencoder for Accurate Tumor Segmentation in Data-Scarce Regimes Aghiles Kebaili J. Lapuyade-Lahorgue Pierre Vera S. Ruan MedIm 33 0 0 17 Jun 2024
CT Synthesis with Conditional Diffusion Models for Abdominal Lymph Node Segmentation Yongrui Yu Hanyu Chen Zitian Zhang Qiong Xiao Wenhui Lei ... Yu Fu Hui Tan Guan Wang Peng Gao Xiaofan Zhang DiffM MedIm 45 5 0 26 Mar 2024
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology Marco Aversa Gabriel Nobis Miriam Hagele Kai Standvoss Mihaela Chirica ... D. Ivanova Wojciech Samek Frederick Klauschen B. Sanguinetti Luis Oala MedIm 27 19 0 23 Jun 2023
Semantic Image Synthesis via Diffusion Models Weilun Wang Weilun Wang Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 228 177 0 30 Jun 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 212 783 0 27 Jan 2022
A Systematic Study of Bias Amplification Melissa Hall L. V. D. van der Maaten Laura Gustafson Maxwell Jones Aaron B. Adcock 102 70 0 27 Jan 2022
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification Yuan Xue Jiarong Ye Qianying Zhou L. R. Long Sameer Kiran Antani Z. Xue Carl Cornwell R. Zaino K. Cheng Xiaolei Huang MedIm 188 102 0 10 Nov 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,591 0 10 Nov 2021