Title
Discovering Latent Graphs with GFlowNets for Diverse Conditional Image Generation Bailey Trang Parham Saremi Alan Wang Fangrui Huang Zahra Tehraninasab Amar Kumar Tal Arbel L. Fei-Fei Ehsan Adeli 147 1 0 25 Oct 2025
CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation Jinhui Lou Yan Yang Zhou Yu Zhenqi Fu Weidong Han Qingming Huang Jun-chen Yu LRM 89 1 0 24 Oct 2025
From Detection to Mitigation: Addressing Bias in Deep Learning Models for Chest X-Ray Diagnosis Clemence Mottez Louisa Fay M. Varma Sophie Ostmeier C. Langlotz 80 1 0 12 Oct 2025
Robust and Efficient Collaborative Learning Abdellah El Mrini Sadegh Farhadkhan R. Guerraoui 106 0 0 09 Oct 2025
MetaChest: Generalized few-shot learning of pathologies from chest X-rays Berenice Montalvo-Lezama Gibran Fuentes-Pineda 148 0 0 29 Sep 2025
Segmentor-Guided Counterfactual Fine-Tuning for Locally Coherent and Targeted Image SynthesisInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Tian Xia Matthew Sinclair A. Schuh Fabio De Sousa Ribeiro Raghav Mehta ... Esther Puyol-Antón Samuel Gerber K. Petersen M. Schaap Ben Glocker CML MedIm 199 0 0 29 Sep 2025
RadAgents: Multimodal Agentic Reasoning for Chest X-ray Interpretation with Radiologist-like Workflows Kai Zhang Corey D Barrett Jangwon Kim Lichao Sun Tara Taghavi Krishnaram Kenthapadi 144 0 0 24 Sep 2025
RoentMod: A Synthetic Chest X-Ray Modification Model to Identify and Correct Image Interpretation Model Shortcuts Lauren H. Cooke Matthias Jung Jan M. Brendel Nora M. Kerkovits Borek Foldyna Michael T Lu V. Raghu MedIm 104 0 0 10 Sep 2025
AURAD: Anatomy-Pathology Unified Radiology Synthesis with Progressive Representations Shuhan Ding Jingjing Fu Yu Gu Naiteek Sangani Mu-Hsin Wei Paul Vozila Nan Liu Jiang Bian Hoifung Poon MedIm 136 0 0 05 Sep 2025
Improving Performance, Robustness, and Fairness of Radiographic AI Models with Finely-Controllable Synthetic Data Stefania L. Moroianu Christian Bluethgen Pierre J. Chambon Mehdi Cherti Jean-Benoit Delbrouck ... Brandon Price J. Gichoya J. Jitsev C. Langlotz Akshay Chaudhari MedIm 68 2 0 22 Aug 2025
Uncertainty-Aware Learning Policy for Reliable Pulmonary Nodule Detection on Chest X-Ray Hyeonjin Choi Jinse Kim Dong-yeon Yoo Ju-sung Sun Jung-won Lee 72 0 0 18 Aug 2025
AURA: A Multi-Modal Medical Agent for Understanding, Reasoning & Annotation Nima Fathi Amar Kumar Tal Arbel MedIm 149 1 0 22 Jul 2025
Pixel Perfect MegaMed: A Megapixel-Scale Vision-Language Foundation Model for Generating High Resolution Medical Images Zahra Tehraninasab Hujun Ni Amar Kumar Tal Arbel MedIm LM&MA 124 0 0 17 Jul 2025
Adjustment for Confounding using Pre-Trained Representations Rickmer Schulte David Rügamer Thomas Nagler CML BDL 202 1 0 17 Jun 2025
RadFabric: Agentic AI System with Reasoning Capability for Radiology Wenting Chen Yi Dong Zhaojun Ding Yucheng Shi Yifan Zhou ... Tianming Liu Ninghao Liu Lichao Sun Yixuan Yuan Xiang Li MedIm 166 4 0 17 Jun 2025
Towards generating more interpretable counterfactuals via concept vectors: a preliminary study on chest X-rays Bulat Maksudov Kathleen Curran Alessandra Mileo MedIm 117 1 0 04 Jun 2025
LLaMA-XR: A Novel Framework for Radiology Report Generation using LLaMA and QLoRA Fine Tuning Md. Zihad Bin Jahangir Muhammad Ashad Kabir Sumaiya Akter Israt Jahan Minh Chau LM&MA 105 0 0 29 May 2025
Any-to-Any Vision-Language Model for Multimodal X-ray Imaging and Radiological Report Generation Daniele Molino Francesco Di Feola Linlin Shen Paolo Soda V. Guarrasi MedIm LM&MA 246 2 0 02 May 2025
Pathology-Aware Adaptive Watermarking for Text-Driven Medical Image SynthesisInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Chanyoung Kim Dayun Ju Jinyeong Kim Woojung Han Roberto Alcover-Couso Seong Jae Hwang MedIm 273 0 0 11 Mar 2025
Integration of nested cross-validation, automated hyperparameter optimization, high-performance computing to reduce and quantify the variance of test performance estimation of deep learning models Paul Calle Averi Bates Justin C Reynolds Yunlong Liu Haoyang Cui ... Alberto J. de Armendi Shashank S. Shettar Kar Ming Fung Qinggong Tang Chongle Pan 220 5 0 11 Mar 2025
Unleashing the Potential of Large Language Models for Text-to-Image Generation through Autoregressive Representation Alignment Xing Xie Jiawei Liu Ziyue Lin Huijie Fan Zhi Han Yandong Tang Liangqiong Qu 404 0 0 10 Mar 2025
Diagnosing COVID-19 Severity from Chest X-Ray Images Using ViT and CNN Architectures Luis Lara Lucia Eve Berger Rajesh Raju ViT 304 0 0 23 Feb 2025
VICCA: Visual Interpretation and Comprehension of Chest X-ray Anomalies in Generated Report Without Human FeedbackMachine Learning with Applications (MLWA), 2025 Sayeh Gholipour Picha D. Chanti A. Caplier MedIm 308 0 0 29 Jan 2025
XGeM: 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 407 1 0 08 Jan 2025
FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Alice Heiman Xiaoman Zhang E. Chen Sung Eun Kim Pranav Rajpurkar HILM MedIm 607 4 0 27 Nov 2024
VILA-M3: Enhancing Vision-Language Models with Medical Expert KnowledgeComputer Vision and Pattern Recognition (CVPR), 2024 Vishwesh Nath Wenqi Li Dong Yang Andriy Myronenko Mingxin Zheng ... Holger Roth Daguang Xu Baris Turkbey Holger Roth Daguang Xu VLM 511 24 0 19 Nov 2024
RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Maya Varma Jean-Benoit Delbrouck Zhihong Chen Akshay S. Chaudhari C. Langlotz VLM 264 17 0 06 Nov 2024
BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-RaysNeural Information Processing Systems (NeurIPS), 2024 Yang Zhou Tan Li Hui Faith Yanyu Xu Sicong Leng Xinxing Xu Yong Liu Rick Siow Mong Goh SSL VLM LM&MA MedIm 150 3 0 29 Oct 2024
Diff-CXR: Report-to-CXR generation through a disease-knowledge enhanced diffusion model Peng Huang Bowen Guo Shuyu Liang Junhu Fu Yuanyuan Wang Yi Guo DiffM MedIm 166 1 0 26 Oct 2024
Medical Imaging Complexity and its Effects on GAN Performance William Cagas Chan Ko Blake Hsiao Shryuk Grandhi Rishi Bhattacharya Kevin Zhu Michael Lam MedIm 248 4 0 23 Oct 2024
RadGazeGen: Radiomics and Gaze-guided Medical Image Generation using Diffusion Models Moinak Bhattacharya Gagandeep Singh Shubham Jain Prateek Prasanna MedIm DiffM 291 3 0 01 Oct 2024
Bias Assessment and Data Drift Detection in Medical Image Analysis: A Survey Andrea Prenner Bernhard Kainz 195 1 0 26 Sep 2024
The FIX Benchmark: Extracting Features Interpretable to eXperts Helen Jin Shreya Havaldar Chaehyeon Kim Anton Xue Weiqiu You ... Bhuvnesh Jain Amin Madani M. Sako Lyle Ungar Eric Wong 371 3 0 20 Sep 2024
Towards Predicting Temporal Changes in a Patient's Chest X-ray Images based on Electronic Health Records Daeun Kyung J. Kim Tackeun Kim Edward Choi MedIm DiffM 300 2 0 11 Sep 2024
FODA-PG for Enhanced Medical Imaging Narrative Generation: Adaptive Differentiation of Normal and Abnormal AttributesIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024 Kai Shu Yuzhuo Jia Ziyang Zhang Jiechao Gao MedIm 323 0 0 06 Sep 2024
Outlier Detection in Large Radiological Datasets using UMAP Mohammad Tariqul Islam Jason W. Fleischer 345 2 0 31 Jul 2024
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Junha Song Tae Soo Kim Junha Kim Gunhee Nam Thijs Kooi Jaegul Choo 315 4 0 22 Jul 2024
DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised Pre-Training Guillermo Jiménez-Pérez Pedro Osório Josef Cersovsky Javier Montalt-Tordera Jens Hooge Steffen Vogler Sadegh Mohammadi MedIm 242 3 0 16 Jul 2024
Establishing Rigorous and Cost-effective Clinical Trials for Artificial Intelligence Models Wanling Gao Yunyou Huang Dandan Cui Zhuoming Yu Wenjing Liu ... Tianyi Wei Suqin Tang Bingjie Xia Zhifei Zhang Jianfeng Zhan 136 1 0 11 Jul 2024
D-Rax: Domain-specific Radiologic assistant leveraging multi-modal data and eXpert model predictions Hareem Nisar Syed Muhammad Anwar Zhifan Jiang Abhijeet Parida Ramon Sanchez-Jacob Vishwesh Nath Holger R. Roth M. Linguraru LM&MA 213 5 0 02 Jul 2024
Chest-Diffusion: A Light-Weight Text-to-Image Model for Report-to-CXR Generation Peng Huang Xue Gao Lihong Huang Jing Jiao Xiaokang Li Yuanyuan Wang Yi Guo MedIm DiffM 126 20 0 30 Jun 2024
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image AnalysisNeural Information Processing Systems (NeurIPS), 2024 Yue Yang Mona Gandhi Yufei Wang Yifan Wu Michael S. Yao Christopher Callison-Burch James C. Gee Mark Yatskar 360 8 0 23 May 2024
Active Preference Learning for Ordering Items In- and Out-of-sampleNeural Information Processing Systems (NeurIPS), 2024 Herman Bergström Emil Carlsson Devdatt Dubhashi Fredrik D. Johansson 234 2 0 05 May 2024
FITA: Fine-grained Image-Text Aligner for Radiology Report Generation Honglong Yang Hui Tang Xiaomeng Li MedIm 171 3 0 02 May 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 198 12 0 14 Mar 2024
Advancing Text-Driven Chest X-Ray Generation with Policy-Based Reinforcement LearningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 Woojung Han Chanyoung Kim Dayun Ju Yumin Shim Seong Jae Hwang MedIm 178 11 0 11 Mar 2024
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion Xing Han Huy Nguyen Carl Harris Nhat Ho Suchi Saria MoE 368 45 0 05 Feb 2024
Foundation Model Makes Clustering A Better Initialization For Cold-Start Active Learning Han Yuan Chuan Hong AI4CE 179 0 0 04 Feb 2024
Decentralised, Collaborative, and Privacy-preserving Machine Learning for Multi-Hospital Data Cong Fang Adam Dziedzic Lin Zhang Laura Oliva A. Verma Fahad Razak Nicolas Papernot Bo Wang OOD 182 23 0 31 Jan 2024
Free Form Medical Visual Question Answering in Radiology Abhishek Narayanan Rushabh Musthyala Rahul Sankar A. Nistala P. Singh Jacopo Cirrone 194 5 0 23 Jan 2024