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DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation
  and Classification in Imbalanced Pathology Image Datasets

DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
25 June 2023
Hyunwoo Oh
Won-Ki Jeong
    MedImDiffM
ArXiv (abs)PDFHTML

Papers citing "DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets"

21 / 21 papers shown
MSDM: Generating Task-Specific Pathology Images with a Multimodal Conditioned Diffusion Model for Cell and Nuclei Segmentation
MSDM: Generating Task-Specific Pathology Images with a Multimodal Conditioned Diffusion Model for Cell and Nuclei Segmentation
Dominik Winter
Mai Bui
Monica Azqueta Gavaldon
Nicolas Triltsch
Marco Rosati
N. Brieu
MedIm
164
0
0
10 Oct 2025
TRACE: Temporally Reliable Anatomically-Conditioned 3D CT Generation with Enhanced Efficiency
TRACE: Temporally Reliable Anatomically-Conditioned 3D CT Generation with Enhanced EfficiencyInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Minye Shao
Xingyu Miao
Haoran Duan
Zeyu Wang
Jingkun Chen
Yawen Huang
Xian Wu
Jingjing Deng
Yang Long
Yefeng Zheng
DiffMMedIm
93
2
0
01 Jul 2025
Synthetic Data Augmentation using Pre-trained Diffusion Models for Long-tailed Food Image Classification
Synthetic Data Augmentation using Pre-trained Diffusion Models for Long-tailed Food Image Classification
GaYeon Koh
Hyun-Jic Oh
Jeonghyun Noh
Won-Ki Jeong
DiffM
230
2
0
02 Jun 2025
Content Generation Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges
Content Generation Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges
Yuan Zhang
Xinfeng Zhang
Xiaoming Qi Xinyu Wu
Xinyu Wu
Feng Chen
Guanyu Yang
Huazhu Fu
MedImLM&MAAI4CE
468
1
0
16 May 2025
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review
Abdullah
Wei Chen
Ickjai Lee
Euijoon Ahn
MedIm
434
2
0
09 May 2025
Instance Migration Diffusion for Nuclear Instance Segmentation in Pathology
Instance Migration Diffusion for Nuclear Instance Segmentation in Pathology
Lirui Qi
Hongliang He
Tong Wang
Siwei Feng
Guohong Fu
MedIm
194
0
0
02 Apr 2025
GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model -- Bringing Motion Generation to the Clinical Domain
GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model -- Bringing Motion Generation to the Clinical Domain
Vida Adeli
Soroush Mehraban
Majid Mirmehdi
Alan Whone
Benjamin Filtjens
Amirhossein Dadashzadeh
A. Fasano
Andrea Iaboni Babak Taati
Babak Taati
355
4
0
28 Mar 2025
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency RegularizationIEEE Transactions on Medical Imaging (IEEE TMI), 2024
Zijie Fang
Yifeng Wang
Peizhang Xie
Zhi Wang
Yongbing Zhang
458
6
0
31 Dec 2024
Comparative Analysis of Diffusion Generative Models in Computational
  Pathology
Comparative Analysis of Diffusion Generative Models in Computational Pathology
Denisha Thakkar
Vincent Quoc-Huy Trinh
Sonal Varma
Samira Ebrahimi Kahou
Hassan Rivaz
Mahdi S. Hosseini
MedIm
285
1
0
24 Nov 2024
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional
  Semantic Diffusion for Retinal Vessel Segmentation
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation
Dewei Hu
Hao Li
Han Liu
Jiacheng Wang
Xing Yao
Daiwei Lu
Ipek Oguz
MedIm
186
3
0
06 Oct 2024
Histo-Diffusion: A Diffusion Super-Resolution Method for Digital
  Pathology with Comprehensive Quality Assessment
Histo-Diffusion: A Diffusion Super-Resolution Method for Digital Pathology with Comprehensive Quality Assessment
Xuan Xu
S. Kapse
Prateek Prasanna
MedIm
168
8
0
27 Aug 2024
Co-synthesis of Histopathology Nuclei Image-Label Pairs using a
  Context-Conditioned Joint Diffusion Model
Co-synthesis of Histopathology Nuclei Image-Label Pairs using a Context-Conditioned Joint Diffusion Model
Seonghui Min
Hyunwoo Oh
Won-Ki Jeong
DiffMMedIm
320
6
0
19 Jul 2024
Controllable and Efficient Multi-Class Pathology Nuclei Data
  Augmentation using Text-Conditioned Diffusion Models
Controllable and Efficient Multi-Class Pathology Nuclei Data Augmentation using Text-Conditioned Diffusion Models
Hyunwoo Oh
Won-Ki Jeong
MedIm
207
11
0
19 Jul 2024
Mask-guided cross-image attention for zero-shot in-silico histopathologic image generation with a diffusion model
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
DiffMMedIm
463
2
0
16 Jul 2024
An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion
  for High-Resolution Image Synthesis
An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis
Marawan Elbatel
Konstantinos Kamnitsas
Xuelong Li
MedImDiffM
222
3
0
03 Jul 2024
Contrastive-Adversarial and Diffusion: Exploring pre-training and
  fine-tuning strategies for sulcal identification
Contrastive-Adversarial and Diffusion: Exploring pre-training and fine-tuning strategies for sulcal identification
Michail Mamalakis
Héloïse de Vareilles
Shun-Chin Jim Wu
Ingrid Agartz
L. Morch-Johnsen
Jane R. Garrison
Jon S. Simons
Pietro Lio
J. Suckling
Graham K Murray
240
0
0
29 May 2024
An Ordinal Diffusion Model for Generating Medical Images with Different
  Severity Levels
An Ordinal Diffusion Model for Generating Medical Images with Different Severity Levels
Shumpei Takezaki
Seiichi Uchida
DiffMMedIm
123
5
0
01 Mar 2024
Combining Datasets with Different Label Sets for Improved Nucleus
  Segmentation and Classification
Combining Datasets with Different Label Sets for Improved Nucleus Segmentation and ClassificationInternational Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC), 2023
Amruta Parulekar
Utkarsh Kanwat
R. Gupta
Medha Chippa
Thomas Jacob
Tripti Bameta
Swapnil Rane
Amit Sethi
AI4CE
195
2
0
05 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era
AI-Generated Images as Data Source: The Dawn of Synthetic Era
Zuhao Yang
Fangneng Zhan
Kunhao Liu
Muyu Xu
Shijian Lu
EGVM
435
27
0
03 Oct 2023
Recent Advances in Generative AI for Healthcare Applications
Recent Advances in Generative AI for Healthcare Applications
Yasin Shokrollahi
Sahar Yarmohammadtoosky
Wenxi Liu
Pengfei Dong
Matthew M. Nikahd
Linxia Gu
Xianqi Li
L. Gu
MedImAI4CE
347
22
0
01 Oct 2023
Semantic Image Synthesis via Diffusion Models
Semantic Image Synthesis via Diffusion Models
Weilun Wang
Weilun Wang
Wen-gang Zhou
Dongdong Chen
Dong Chen
Lu Yuan
Houqiang Li
DiffM
796
207
0
30 Jun 2022
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