Title
Towards Better Cephalometric Landmark Detection with Diffusion Data Generation Dongqian Guo Wencheng Han Pang Lyu Yuxi Zhou Jianbing Shen MedIm 14 0 0 09 May 2025
Regression is all you need for medical image translation Sebastian Rassmann David Kügler Christian Ewert Martin Reuter DiffM MedIm 56 0 0 04 May 2025
Latent Diffusion Autoencoders: Toward Efficient and Meaningful Unsupervised Representation Learning in Medical Imaging Gabriele Lozupone Alessandro Bria F. Fontanella Frederick J.A. Meijer C. D. Stefano Henkjan Huisman DiffM MedIm 28 0 0 11 Apr 2025
BrainMRDiff: A Diffusion Model for Anatomically Consistent Brain MRI Synthesis Moinak Bhattacharya Saumya Gupta Annie Singh C. L. P. Chen Gagandeep Singh Prateek Prasanna MedIm 21 0 0 06 Apr 2025
A Generative Framework for Bidirectional Image-Report Understanding in Chest Radiography Nicholas Evans Stephen Baker Miles Reed LM&MA MedIm 57 0 0 09 Feb 2025
BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs Sheng Zhang Yanbo Xu Naoto Usuyama Hanwen Xu J. Bagga ... Carlo Bifulco M. Lungren Tristan Naumann Sheng Wang Hoifung Poon LM&MA MedIm 145 191 0 10 Jan 2025
VQalAttent: a Transparent Speech Generation Pipeline based on Transformer-learned VQ-VAE Latent Space Armani Rodriguez S. Kokalj-Filipovic 62 0 0 22 Nov 2024
Does GenAI Make Usability Testing Obsolete? Ali Ebrahimi Pourasad Walid Maalej 19 1 0 01 Nov 2024
Counterfactual MRI Data Augmentation using Conditional Denoising Diffusion Generative Models Pedro Morão J. Santinha Yasna Forghani N. Loução Pedro Gouveia Mário A. T. Figueiredo DiffM MedIm 29 0 0 31 Oct 2024
Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images Suhyun Ahn Wonjung Park Jihoon Cho Seunghyuck Park Jinah Park MedIm 16 0 0 29 Oct 2024
Longitudinal Causal Image Synthesis Yujia Li Han Li ans S. Kevin Zhou DiffM MedIm 11 0 0 23 Oct 2024
A Survey on Data Synthesis and Augmentation for Large Language Models Ke Wang Jiahui Zhu Minjie Ren Z. Liu Shiwei Li ... Chenkai Zhang Xiaoyu Wu Qiqi Zhan Qingjie Liu Yunhong Wang SyDa 36 15 0 16 Oct 2024
RadGazeGen: Radiomics and Gaze-guided Medical Image Generation using Diffusion Models Moinak Bhattacharya Gagandeep Singh Shubham Jain Prateek Prasanna MedIm DiffM 20 1 0 01 Oct 2024
GaNDLF-Synth: A Framework to Democratize Generative AI for (Bio)Medical Imaging Sarthak Pati Szymon Mazurek Spyridon Bakas MedIm 16 0 0 30 Sep 2024
Simulating Dynamic Tumor Contrast Enhancement in Breast MRI using Conditional Generative Adversarial Networks Richard Osuala Smriti Joshi Apostolia Tsirikoglou Lidia Garrucho Walter H. L. Pinaya Daniel M. Lang J. Schnabel Oliver Díaz Karim Lekadir MedIm 28 0 0 27 Sep 2024
Towards the Discovery of Down Syndrome Brain Biomarkers Using Generative Models Jordi Malé Juan Fortea Mateus Rozalem Aranha Yann Heuzé Neus Martínez-Abadías Xavier Sevillano DiffM 9 1 0 20 Sep 2024
Latent 3D Brain MRI Counterfactual Wei Peng Tian Xia Fabio De Sousa Ribeiro Tomas Bosschieter Ehsan Adeli Qingyu Zhao Ben Glocker K. Pohl CML MedIm 34 0 0 09 Sep 2024
When Diffusion MRI Meets Diffusion Model: A Novel Deep Generative Model for Diffusion MRI Generation Xi Zhu Wei Zhang Yijie Li L. O’Donnell Fan Zhang DiffM MedIm 29 1 0 23 Aug 2024
Knowledge-driven AI-generated data for accurate and interpretable breast ultrasound diagnoses Haojun Yu Youcheng Li Nan Zhang Zihan Niu Xuantong Gong ... Binghui Tang Ling Huo Qingli Zhu Yong Wang Liwei Wang MedIm 25 3 0 23 Jul 2024
Generative artificial intelligence in ophthalmology: multimodal retinal images for the diagnosis of Alzheimer's disease with convolutional neural networks I. R. Slootweg M. Thach K. Curro-Tafili F. D. Verbraak F. H. Bouwman Y. Pijnenburg J. F. Boer J.H.P de Kwisthout L. Bagheriye P. J. González MedIm DiffM 39 0 0 26 Jun 2024
Rapid Review of Generative AI in Smart Medical Applications Yuan Sun Jorge Ortiz MedIm 27 12 0 08 Jun 2024
Synthetic Data in Radiological Imaging: Current State and Future Outlook E. Sizikova A. Badal Jana G. Delfino Miguel Lago Brandon Nelson Niloufar Saharkhiz B. Sahiner Ghada Zamzmi Aldo Badano MedIm 27 5 0 08 May 2024
SynCellFactory: Generative Data Augmentation for Cell Tracking Moritz Sturm Lorenzo Cerrone Fred A. Hamprecht 29 2 0 25 Apr 2024
Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models Konstantinos Vilouras Pedro Sanchez Alison Q. OÑeil Sotirios A. Tsaftaris MedIm 37 2 0 19 Apr 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 24 5 0 26 Mar 2024
Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases Sophie Starck Vasiliki Sideri-Lampretsa Bernhard Kainz M. Menten Tamara T. Mueller Daniel Rueckert MedIm 22 2 0 25 Mar 2024
Towards Learning Contrast Kinetics with Multi-Condition Latent Diffusion Models Richard Osuala Daniel M. Lang Preeti Verma Smriti Joshi Apostolia Tsirikoglou ... Lidia Garrucho Walter H. L. Pinaya Oliver Díaz Julia A. Schnabel Karim Lekadir MedIm 21 4 0 20 Mar 2024
MAM-E: Mammographic synthetic image generation with diffusion models R. Montoya-del-Angel Karla Sam-Millan J. C. Vilanova Robert Martí MedIm 19 6 0 16 Nov 2023
Histogram- and Diffusion-Based Medical Out-of-Distribution Detection Evi M. C. Huijben S. Amirrajab J. Pluim MedIm DiffM 27 1 0 12 Oct 2023
MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images Yanwu Xu Li Sun Wei Peng Shyam Visweswaran Kayhan Batmanghelich MedIm DiffM 28 18 0 05 Oct 2023
Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks Meng Zhou Matthias W. Wagner U. Tabori C. Hawkins B. Ertl-Wagner Farzad Khalvati MedIm 11 5 0 02 Oct 2023
Computational limits to the legibility of the imaged human brain James K. Ruffle Robert J. Gray Samia Mohinta Guilherme Pombo Chaitanya Kaul H. Hyare Geraint Rees P. Nachev 6 1 0 23 Aug 2023
Can segmentation models be trained with fully synthetically generated data? Virginia Fernandez W. H. Pinaya Pedro Borges Petru-Daniel Tudosiu M. Graham Tom Kamiel Magda Vercauteren M. Jorge Cardoso DiffM MedIm 32 44 0 17 Sep 2022
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 85 275 0 15 Sep 2022
Transformer-based out-of-distribution detection for clinically safe segmentation M. Graham Petru-Daniel Tudosiu P. Wright W. H. Pinaya J. U-King-im ... H. Jäger D. Werring P. Nachev Sebastien Ourselin M. Jorge Cardoso MedIm 14 20 0 21 May 2022
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 203 19,191 0 21 Nov 2016