Title
Prompt to Polyp: Medical Text-Conditioned Image Synthesis with Diffusion Models Mikhail Chaichuk Sushant Gautam Steven A. Hicks Elena Tutubalina DiffM MedIm 52 0 0 08 May 2025
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Onkar Susladkar Gayatri S Deshmukh Yalcin Tur Ulas Bagci MedIm 53 0 0 08 May 2025
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis Haroui Ma Francesco Quinzan Theresa Willem Stefan Bauer 76 0 0 28 Apr 2025
Diffusion Bridge Models for 3D Medical Image Translation Shaorong Zhang Tamoghna Chattopadhyay Sophia I Thomopoulos J. Ambite P. Thompson Greg Ver Steeg MedIm 31 0 0 21 Apr 2025
Diffusion models applied to skin and oral cancer classification José J. M. Uliana Renato A. Krohling DiffM MedIm 52 0 0 28 Mar 2025
FCaS: Fine-grained Cardiac Image Synthesis based on 3D Template Conditional Diffusion Model Jiahao Xia Yutao Hu Yaolei Qi Z. Li Wenqi Shao Junjun He Ying Fu Longjiang Zhang Guanyu Yang DiffM MedIm 46 0 0 12 Mar 2025
CQ CNN: A Hybrid Classical Quantum Convolutional Neural Network for Alzheimer's Disease Detection Using Diffusion Generated and U Net Segmented 3D MRI Mominul Islam Mohammad Junayed Hasan M.R.C. Mahdy DiffM MedIm 56 1 0 04 Mar 2025
A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis Yuli Wu Fucheng Liu Rüveyda Yilmaz Henning Konermann Peter Walter Johannes Stegmaier EGVM MedIm 52 1 0 24 Feb 2025
GAUDA: Generative Adaptive Uncertainty-guided Diffusion-based Augmentation for Surgical Segmentation Yannik Frisch Christina Bornberg Moritz Fuchs Anirban Mukhopadhyay MedIm 30 0 0 18 Jan 2025
Uncovering Hidden Subspaces in Video Diffusion Models Using Re-Identification Mischa Dombrowski Hadrien Reynaud Bernhard Kainz DiffM 50 1 0 07 Nov 2024
Trustworthy Text-to-Image Diffusion Models: A Timely and Focused Survey Yi Zhang Zhen Chen Chih-Hong Cheng Wenjie Ruan Xiaowei Huang Dezong Zhao David Flynn Siddartha Khastgir Xingyu Zhao MedIm 39 3 0 26 Sep 2024
Unleashing the Potential of Synthetic Images: A Study on Histopathology Image Classification Leire Benito-Del-Valle Aitor Alvarez-Gila Itziar Eguskiza C. L. Saratxaga DiffM MedIm 31 0 0 24 Sep 2024
Bi-modality Images Transfer with a Discrete Process Matching Method Zhe Xiong Qiaoqiao Ding Xiaoqun Zhang MedIm 46 0 0 06 Sep 2024
LoGex: Improved tail detection of extremely rare histopathology classes via guided diffusion Maximilian Mueller Matthias Hein MedIm 40 0 0 02 Sep 2024
On Differentially Private 3D Medical Image Synthesis with Controllable Latent Diffusion Models Deniz Daum Richard Osuala Anneliese Riess Georgios Kaissis Julia A. Schnabel Maxime Di Folco MedIm 53 0 0 23 Jul 2024
Generative AI for Synthetic Data Across Multiple Medical Modalities: A Systematic Review of Recent Developments and Challenges Mahmoud Ibrahim Yasmina Al Khalil S. Amirrajab Chang Sun M. Breeuwer J. Pluim Bart Elen Gokhan Ertaylan Michel Dumontier SyDa MedIm 33 7 0 27 Jun 2024
Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statistics Rucha Deshpande Varun A. Kelkar Dimitrios S. Gotsis Prabhat Kc Rongping Zeng Kyle J. Myers F. Brooks M. Anastasio MedIm 21 4 0 03 May 2024
Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution Guangyuan Li Chen Rao Juncheng Mo Zhanjie Zhang Wei Xing Lei Zhao MedIm 32 17 0 07 Apr 2024
Annotated Biomedical Video Generation using Denoising Diffusion Probabilistic Models and Flow Fields Rüveyda Yilmaz Dennis Eschweiler Johannes Stegmaier VGen MedIm DiffM 38 5 0 26 Mar 2024
Gaussian Harmony: Attaining Fairness in Diffusion-based Face Generation Models Basudha Pal Arunkumar Kannan Ram Prabhakar Kathirvel Alice J. O'Toole Rama Chellappa DiffM 29 2 0 21 Dec 2023
Latent Diffusion Models with Image-Derived Annotations for Enhanced AI-Assisted Cancer Diagnosis in Histopathology Pedro Osório Guillermo Jiménez-Pérez Javier Montalt-Tordera Jens Hooge Guillem Duran Ballester ... Sabrina Schroeder K. Siudak Julia Vienenkoetter Bettina Lawrenz Sadegh Mohammadi MedIm 25 8 0 15 Dec 2023
Learned representation-guided diffusion models for large-image generation Alexandros Graikos Srikar Yellapragada Minh-Quan Le S. Kapse Prateek Prasanna Joel H. Saltz Dimitris Samaras DiffM 27 27 0 12 Dec 2023
CT Reconstruction using Diffusion Posterior Sampling conditioned on a Nonlinear Measurement Model Shudong Li Xiao Jiang Matthew Tivnan G. Gang Yuan Shen J. W. Stayman DiffM MedIm 24 5 0 03 Dec 2023
Generative quantum machine learning via denoising diffusion probabilistic models Bing-Qi Zhang Peng Xu Xiaohui Chen Quntao Zhuang DiffM AI4CE 33 18 0 09 Oct 2023
A Comprehensive Review of Generative AI in Healthcare Yasin Shokrollahi Sahar Yarmohammadtoosky Matthew M. Nikahd Pengfei Dong Xianqi Li Linxia Gu MedIm AI4CE 19 19 0 01 Oct 2023
PathLDM: Text conditioned Latent Diffusion Model for Histopathology Srikar Yellapragada Alexandros Graikos Prateek Prasanna Tahsin M. Kurc Joel H. Saltz Dimitris Samaras AI4CE 27 35 0 01 Sep 2023
Data Augmentation for Environmental Sound Classification Using Diffusion Probabilistic Model with Top-k Selection Discriminator Yunhao Chen Yunjie Zhu Zihui Yan Jian Shen Zhen Ren Yifan Huang DiffM 37 8 0 27 Mar 2023
Brain Imaging Generation with Latent Diffusion Models W. H. Pinaya Petru-Daniel Tudosiu J. Dafflon P. F. D. Costa Virginia Fernandez P. Nachev Sebastien Ourselin M. Jorge Cardoso DiffM MedIm 102 285 0 15 Sep 2022
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,447 0 21 Nov 2016