Title
DualPrompt-MedCap: A Dual-Prompt Enhanced Approach for Medical Image Captioning Yining Zhao Ali Braytee Mukesh Prasad VLM MedIm 42 0 0 13 Apr 2025
Chest X-ray Classification using Deep Convolution Models on Low-resolution images with Uncertain Labels Snigdha Agarwal N. Sinha 65 0 0 12 Apr 2025
Boosting multi-demographic federated learning for chest radiograph analysis using general-purpose self-supervised representations Mahshad Lotfinia Arash Tayebiarasteh Samaneh Samiei Mehdi Joodaki Soroosh Tayebi Arasteh 72 0 0 11 Apr 2025
RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability Jonggwon Park Soobum Kim Byungmu Yoon Kyoyun Choi MedIm 102 0 0 10 Apr 2025
Leveraging LLMs for Multimodal Retrieval-Augmented Radiology Report Generation via Key Phrase Extraction Kyoyun Choi Byungmu Yoon Soobum Kim Jonggwon Park 137 1 0 10 Apr 2025
UKBOB: One Billion MRI Labeled Masks for Generalizable 3D Medical Image Segmentation Emmanuelle Bourigault A. Jamaludin Abdullah Hamdi 82 1 0 09 Apr 2025
A Reality Check of Vision-Language Pre-training in Radiology: Have We Progressed Using Text? Julio Silva-Rodríguez Jose Dolz Ismail ben Ayed VLM MedIm 88 0 0 07 Apr 2025
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing Niu Lian Jun Li Jinpeng Wang Ruisheng Luo Yaowei Wang Shu-Tao Xia Bin Chen 425 0 0 04 Apr 2025
Beyond Conventional Transformers: The Medical X-ray Attention (MXA) Block for Improved Multi-Label Diagnosis Using Knowledge Distillation Amit Rand Hadi Ibrahim MedIm 101 0 0 03 Apr 2025
DALIP: Distribution Alignment-based Language-Image Pre-Training for Domain-Specific Data Junjie Wu Jiangtao Xie Zhaolin Zhang Qilong Wang Q. Hu P. Li Sen Xu VLM 89 0 0 02 Apr 2025
Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation Zahra Tehraninasab Amar Kumar Tal Arbel MedIm 105 0 0 30 Mar 2025
Patronus: Bringing Transparency to Diffusion Models with Prototypes Nina Weng Aasa Feragen Siavash Bigdeli DiffM 69 0 0 28 Mar 2025
Evaluation of Machine-generated Biomedical Images via A Tally-based Similarity Measure F. Brooks Rucha Deshpande MedIm 68 0 0 28 Mar 2025
A Large-Scale Vision-Language Dataset Derived from Open Scientific Literature to Advance Biomedical Generalist AI Alejandro Lozano Min Woo Sun James Burgess Jeffrey Nirschl Christopher Polzak ... Xiaohan Wang Alfred Seunghoon Song Chiang Chia-Chun Robert Tibshirani Serena Yeung-Levy LM&MA 182 2 0 26 Mar 2025
EarthScape: A Multimodal Dataset for Surficial Geologic Mapping and Earth Surface Analysis Matthew Massey Abdullah-Al-Zubaer Imran 79 0 0 19 Mar 2025
Generative AI for Software Architecture. Applications, Challenges, and Future Directions Matteo Esposito Xiaozhou Li Sergio Moreschini Noman Ahmad T. Cerný Karthik Vaidhyanathan Valentina Lenarduzzi Davide Taibi AI4CE 102 0 0 17 Mar 2025
Subgroup Performance Analysis in Hidden Stratifications Alceu Bissoto Trung-Dung Hoang Tim Flühmann Susu Sun Christian F. Baumgartner Lisa M. Koch OOD 109 0 0 13 Mar 2025
Foundation X: Integrating Classification, Localization, and Segmentation through Lock-Release Pretraining Strategy for Chest X-ray Analysis N. Islam Dongao Ma Jiaxuan Pang Shivasakthi Senthil Velan Michael B. Gotway Jianming Liang 95 0 0 12 Mar 2025
Deep Perceptual Enhancement for Medical Image Analysis S. Sharif R. A. Naqvi Mithun Biswas Woong-Kee Loh MedIm 221 21 0 11 Mar 2025
Two-stage Deep Denoising with Self-guided Noise Attention for Multimodal Medical Images S. Sharif R. A. Naqvi Woong-Kee Loh 183 6 0 10 Mar 2025
Anatomy-Aware Conditional Image-Text Retrieval Meng Zheng Jiajin Zhang Benjamin Planche Zhongpai Gao Terrence Chen Ziyan Wu MedIm 87 0 0 10 Mar 2025
LLaVA-RadZ: Can Multimodal Large Language Models Effectively Tackle Zero-shot Radiology Recognition? Bangyan Li Wenxuan Huang Yunhang Shen Yansen Wang Shaohui Lin ... Ling You Yinqi Zhang Ke Li Xing Sun Yan Sun 90 2 0 10 Mar 2025
CLIMB: Data Foundations for Large Scale Multimodal Clinical Foundation Models Wei Dai Peilin Chen Malinda Lu Daniel Li Haowen Wei Hejie Cui Paul Pu Liang LM&MA 148 4 0 09 Mar 2025
Causally Reliable Concept Bottleneck Models Giovanni De Felice Arianna Casanova Flores Francesco De Santis Silvia Santini Johannes Schneider Pietro Barbiero Alberto Termine 139 4 0 06 Mar 2025
HyDA: Hypernetworks for Test Time Domain Adaptation in Medical Imaging Analysis Doron Serebro Tammy Riklin-Raviv OOD 107 0 0 06 Mar 2025
Enhancing Abnormality Grounding for Vision Language Models with Knowledge Descriptions Jun Yu Li Che Liu Wenjia Bai Rossella Arcucci Cosmin I. Bercea Julia A. Schnabel 91 0 0 05 Mar 2025
BiasICL: In-Context Learning and Demographic Biases of Vision Language Models Sonnet Xu Joseph Janizek Yixing Jiang Roxana Daneshjou VLM 99 0 0 04 Mar 2025
XFMamba: Cross-Fusion Mamba for Multi-View Medical Image Classification Xiaoyu Zheng Xu Chen Shaogang Gong Xavier Griffin Greg Slabaugh Mamba 115 0 0 04 Mar 2025
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation Tassilo Wald Saikat Roy Fabian Isensee Constantin Ulrich Sebastian Ziegler D. Trofimova Raphael Stock Michael Baumgartner Gregor Köhler Klaus H. Maier-Hein ViT MedIm 71 1 0 03 Mar 2025
OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-Adjustment Junhyun Park Chanyu Moon Donghwan Lee Kyungsu Kim Minho Hwang VLM MedIm 136 0 0 03 Mar 2025
MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations Ziyang Zhang Yang Yu Yucheng Chen Xulei Yang S. Yeo MedIm 176 2 0 02 Mar 2025
Artificially Generated Visual Scanpath Improves Multi-label Thoracic Disease Classification in Chest X-Ray Images Ashish Verma Aupendu Kar Krishnendu Ghosh S. K. Dhara Debashis Sen P. Biswas MedIm 76 0 0 01 Mar 2025
PRISM: High-Resolution & Precise Counterfactual Medical Image Generation using Language-guided Stable Diffusion Amar Kumar Anita Kriz Mohammad Havaei Tal Arbel MedIm 95 3 0 28 Feb 2025
Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Xiaolu Kang Yunan Li Kun Xie Zhicheng Jiao Qiguang Miao 89 3 0 27 Feb 2025
TagGAN: A Generative Model for Data Tagging Muhammad Nawaz Basma Nasir Tehseen Zia Zawar Hussain Catarina Moreira GAN MedIm 74 0 0 25 Feb 2025
Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives Dilermando Queiroz Anderson Carlos André Anjos Lilian Berton 119 0 0 24 Feb 2025
Vision Language Models in Medicine Beria Chingnabe Kalpelbe Angel Gabriel Adaambiik Wei Peng VLM LM&MA 121 2 0 24 Feb 2025
MOVE: A Mixture-of-Vision-Encoders Approach for Domain-Focused Vision-Language Processing Matvey Skripkin Elizaveta Goncharova Dmitrii Tarasov Andrey Kuznetsov 111 0 0 24 Feb 2025
Diagnosing COVID-19 Severity from Chest X-Ray Images Using ViT and CNN Architectures Luis Lara Lucia Eve Berger Rajesh Raju ViT 69 0 0 23 Feb 2025
Reducing Hallucinations of Medical Multimodal Large Language Models with Visual Retrieval-Augmented Generation Yun-Wei Chu Kai Zhang Christopher Malon Martin Renqiang Min VLM 52 0 0 20 Feb 2025
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification Ahmad Chaddad Yihang Wu Yuchen Jiang Ahmed Bouridane Christian Desrosiers 224 2 0 15 Feb 2025
ProMRVL-CAD: Proactive Dialogue System with Multi-Round Vision-Language Interactions for Computer-Aided Diagnosis Xueshen Li Xinlong Hou Ziyi Huang Yu Gan LM&MA MedIm 86 0 0 15 Feb 2025
From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Lukas Buess Matthias Keicher Nassir Navab Andreas Maier Soroosh Tayebi Arasteh LM&MA 312 2 0 13 Feb 2025
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation Mohammad Mahdi Abootorabi Amirhosein Zobeiri Mahdi Dehghani Mohammadali Mohammadkhani Bardia Mohammadi Omid Ghahroodi M. Baghshah Ehsaneddin Asgari RALM 348 7 0 12 Feb 2025
The Value of Information in Human-AI Decision-making Ziyang Guo Yifan Wu Jason D. Hartline Jessica Hullman FAtt 229 0 0 10 Feb 2025
Conditional Diffusion Models are Medical Image Classifiers that Provide Explainability and Uncertainty for Free Gian Mario Favero Parham Saremi Emily Kaczmarek Brennan Nichyporuk Tal Arbel DiffM MedIm 125 2 0 06 Feb 2025
CoRPA: Adversarial Image Generation for Chest X-rays Using Concept Vector Perturbations and Generative Models Amy Rafferty Rishi Ramaesh Ajitha Rajan MedIm AAML 147 0 0 04 Feb 2025
Fairness Analysis of CLIP-Based Foundation Models for X-Ray Image Classification Xiangyu Sun Xiaoguang Zou Yuanquan Wu Guotai Wang Shanghang Zhang MedIm VLM 111 0 0 31 Jan 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 117 0 0 29 Jan 2025
Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Ivan Lopez Fateme Nateghi Haredasht Kaitlin Caoili Jonathan H. Chen Akshay S. Chaudhari MedIm SyDa 195 0 0 28 Jan 2025