Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems

2 November 2022

Papers citing "Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems"

36 / 36 papers shown

Title
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis Haroui Ma Francesco Quinzan Theresa Willem Stefan Bauer 71 0 0 28 Apr 2025
Causal Disentanglement for Robust Long-tail Medical Image Generation Weizhi Nie Zichun Zhang Weijie Wang Bruno Lepri Anan Liu Nicu Seb DiffM MedIm OOD CML 41 0 0 20 Apr 2025
VICCA: Visual Interpretation and Comprehension of Chest X-ray Anomalies in Generated Report Without Human Feedback Sayeh Gholipour Picha D. Chanti A. Caplier MedIm 53 0 0 29 Jan 2025
MedCoDi-M: A Multi-Prompt Foundation Model for Multimodal Medical Data Generation Daniele Molino Francesco Di Feola E. Faiella Deborah Fazzini D. Santucci Linlin Shen V. Guarrasi Paolo Soda SyDa MedIm 39 0 0 10 Jan 2025
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation Wenfang Yao Chen Liu Kejing Yin W. K. Cheung Jing Qin 13 0 0 23 Oct 2024
Forte : Finding Outliers with Representation Typicality Estimation Debargha Ganguly Warren Morningstar A. Yu Vipin Chaudhary OODD 23 0 0 02 Oct 2024
Exploring Foundation Models for Synthetic Medical Imaging: A Study on Chest X-Rays and Fine-Tuning Techniques Davide Clode da Silva Marina Musse Bernardes Nathalia Giacomini Ceretta Gabriel Vaz de Souza Gabriel Fonseca Silva Rafael Heitor Bordini S. Musse MedIm LM&MA 23 0 0 06 Sep 2024
CT-SDM: A Sampling Diffusion Model for Sparse-View CT Reconstruction across All Sampling Rates Liutao Yang Jiahao Huang Guang Yang Daoqiang Zhang DiffM 19 0 0 03 Sep 2024
Temporal Evolution of Knee Osteoarthritis: A Diffusion-based Morphing Model for X-ray Medical Image Synthesis Ben Cao Tiantian He Rachid Jennane Yuhua Ru Qiang Zhang Mohamed Jarraya MedIm 16 0 0 01 Aug 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 37 0 0 23 Jul 2024
VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis Zhihan Ju Wanting Zhou MedIm 33 4 0 09 May 2024
TiBiX: Leveraging Temporal Information for Bidirectional X-ray and Report Generation Santosh Sanjeev F. Maani Arsen Abzhanov Vijay Ram Papineni Ibrahim Almakky Bartlomiej W. Papie.z Mohammad Yaqub MedIm 53 0 0 20 Mar 2024
XReal: Realistic Anatomy and Pathology-Aware X-ray Generation via Controllable Diffusion Model Anees Ur Rehman Hashmi Ibrahim Almakky Mohammad Areeb Qazi Santosh Sanjeev Vijay Ram Papineni Dwarikanath Mahapatra Mohammad Yaqub MedIm 38 5 0 14 Mar 2024
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future Xu Guo Yiqiang Chen SyDa 21 9 0 07 Mar 2024
From Pampas to Pixels: Fine-Tuning Diffusion Models for Gaúcho Heritage Marcellus Amadeus William Alberto Cruz Castañeda A. F. Zanella F. Mahlow 17 3 0 10 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Dequan Wang AI4CE 21 20 0 04 Jan 2024
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 56 0 0 16 Nov 2023
Synthetically Enhanced: Unveiling Synthetic Data's Potential in Medical Imaging Research Bardia Khosravi Frank Li Theo Dapamede Pouria Rouzrokh Cooper Gamble ... C. Wyles Andrew B. Sellergren S. Purkayastha Bradley J. Erickson J. Gichoya MedIm 14 17 0 15 Nov 2023
Synthesizing Diabetic Foot Ulcer Images with Diffusion Model Reza Basiri Karim Manji Francois Harton Alisha Poonja Milos R. Popovic Shehroz S. Khan MedIm 16 5 0 31 Oct 2023
BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys Yu Gu Jianwei Yang Naoto Usuyama Chun-yue Li Sheng Zhang M. Lungren Jianfeng Gao Hoifung Poon MedIm 17 22 0 16 Oct 2023
HydraViT: Adaptive Multi-Branch Transformer for Multi-Label Disease Classification from Chest X-ray Images Şaban Öztürk M. Y. Turali Tolga Çukur MedIm ViT 17 10 0 09 Oct 2023
A Unified Framework for Generative Data Augmentation: A Comprehensive Survey Yunhao Chen Zihui Yan Yunjie Zhu 17 3 0 30 Sep 2023
Augmenting medical image classifiers with synthetic data from latent diffusion models Luke Sagers James A. Diao Luke Melas-Kyriazi Matthew Groh Pranav Rajpurkar A. Adamson V. Rotemberg Roxana Daneshjou Arjun K. Manrai DiffM MedIm 10 7 0 23 Aug 2023
Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review Aghiles Kebaili J. Lapuyade-Lahorgue S. Ruan MedIm 8 65 0 24 Jul 2023
Self-Consuming Generative Models Go MAD Sina Alemohammad Josue Casco-Rodriguez Lorenzo Luzi Ahmed Imtiaz Humayun H. Babaei Daniel LeJeune Ali Siahkoohi Richard G. Baraniuk WIGM 8 136 0 04 Jul 2023
Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback Shenghuan Sun Gregory M. Goldgof A. Butte Ahmed Alaa MedIm 11 12 0 16 Jun 2023
Beware of diffusion models for synthesizing medical images -- A comparison with GANs in terms of memorizing brain MRI and chest x-ray images Muhammad Usman Akbar Wuhao Wang Anders Eklund DiffM MedIm 10 15 0 12 May 2023
Cascaded Latent Diffusion Models for High-Resolution Chest X-ray Synthesis Tobias Weber Michael Ingrisch Bernd Bischl David Rügamer DiffM MedIm 22 25 0 20 Mar 2023
Vision-Language Generative Model for View-Specific Chest X-ray Generation HyunGyung Lee Dayun Lee Wonjae Kim Jin-Hwa Kim Tackeun Kim Jihang Kim Leonard Sunwoo E. Choi LM&MA MedIm 17 7 0 23 Feb 2023
Diffusion-based Data Augmentation for Skin Disease Classification: Impact Across Original Medical Datasets to Fully Synthetic Images Mohamed Akrout Bálint Gyepesi P. Holló A. Poór Blága Kincso ... J. Kawahara Dekker Slade Latif Abid Máté Kovács I. Fazekas DiffM MedIm 11 57 0 12 Jan 2023
Diffusion Probabilistic Models beat GANs on Medical Images Gustav Muller-Franzes J. Niehues Firas Khader Soroosh Tayebi Arasteh Christoph Haarburger ... Tian Wang T. Han S. Nebelung Jakob Nikolas Kather Daniel Truhn DiffM MedIm 12 85 0 14 Dec 2022
RoentGen: Vision-Language Foundation Model for Chest X-ray Generation Pierre J. Chambon Christian Blüthgen Jean-Benoit Delbrouck Rogier van der Sluijs M. Polacin Juan Manuel Zambrano Chaves Tanishq Mathew Abraham Shivanshu Purohit C. Langlotz Akshay S. Chaudhari LM&MA DiffM MedIm 27 98 0 23 Nov 2022
Diffusion Models for Medical Image Analysis: A Comprehensive Survey A. Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz I. Hacihaliloglu Dorit Merhof DiffM MedIm 28 351 0 14 Nov 2022
Deep Learning-based Anonymization of Chest Radiographs: A Utility-preserving Measure for Patient Privacy Kai Packhauser Sebastian Gündel Florian Thamm Felix Denzinger Andreas K. Maier 16 2 0 23 Sep 2022
A Survey on Generative Diffusion Model Hanqun Cao Cheng Tan Zhangyang Gao Yilun Xu Guangyong Chen Pheng-Ann Heng Stan Z. Li MedIm 37 195 0 06 Sep 2022
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 244 35,884 0 25 Aug 2016