Title
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Addressing Data Heterogeneity in Federated Learning with Adaptive Normalization-Free Feature Recalibration Vasilis Siomos Sergio Naval Marimont Jonathan Passerat-Palmbach G. Tarroni 60 0 0 02 Oct 2024
FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks Peiran Wu Che Liu Chong Chen Jun Li Cosmin I. Bercea Rossella Arcucci 77 5 0 01 Oct 2024
Differentially Private Active Learning: Balancing Effective Data Selection and Privacy Kristian Schwethelm Johannes Kaiser Jonas Kuntzer Mehmet Yigitsoy Daniel Rueckert Georgios Kaissis 129 0 0 01 Oct 2024
CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset Xiao Wang Fuling Wang Yuehang Li Qingchuan Ma Shiao Wang Bo Jiang Chuanfu Li Jin Tang 119 4 0 01 Oct 2024
Advancing Medical Radiograph Representation Learning: A Hybrid Pre-training Paradigm with Multilevel Semantic Granularity Hanqi Jiang Xixuan Hao Yuzhou Huang Chong Ma Jiaxun Zhang Yi Pan Ruimao Zhang MedIm 175 0 0 01 Oct 2024
MedViLaM: A multimodal large language model with advanced generalizability and explainability for medical data understanding and generation Lijian Xu Hao Sun Ziyu Ni Hongsheng Li Shaoting Zhang LM&MA 61 4 0 29 Sep 2024
Bias Assessment and Data Drift Detection in Medical Image Analysis: A Survey Andrea Prenner Bernhard Kainz 64 0 0 26 Sep 2024
Multi-View and Multi-Scale Alignment for Contrastive Language-Image Pre-training in Mammography Yuexi Du John Onofrey Nicha Dvornek VLM 110 2 0 26 Sep 2024
Developing a Dual-Stage Vision Transformer Model for Lung Disease Classification Anirudh Mazumder Jianguo Liu MedIm ViT 66 0 0 26 Sep 2024
Overview of the First Shared Task on Clinical Text Generation: RRG24 and "Discharge Me!" Justin Xu Zhihong Chen Andrew Johnston Louis Blankemeier Maya Varma ... Ankit Modi Robert Lloyd Benjamin Hopkins Curtis Langlotz Jean-Benoit Delbrouck LM&MA 93 26 0 25 Sep 2024
EMIT- Event-Based Masked Auto Encoding for Irregular Time Series Hrishikesh Patel Ruihong Qiu Adam Irwin Shazia Sadiq Sen Wang AI4TS 107 3 0 25 Sep 2024
HeadCT-ONE: Enabling Granular and Controllable Automated Evaluation of Head CT Radiology Report Generation J. N. Acosta Xiaoman Zhang Siddhant Dogra Hong-Yu Zhou Seyedmehdi Payabvash Guido J. Falcone Eric K. Oermann Pranav Rajpurkar MedIm 46 0 0 19 Sep 2024
EFCM: Efficient Fine-tuning on Compressed Models for deployment of large models in medical image analysis Shaojie Li Zhaoshuo Diao 58 0 0 18 Sep 2024
Robust image representations with counterfactual contrastive learning Mélanie Roschewitz Fabio De Sousa Ribeiro Tian Xia G. Khara Ben Glocker OOD MedIm 133 2 0 16 Sep 2024
On Synthetic Texture Datasets: Challenges, Creation, and Curation Blaine Hoak Patrick McDaniel EGVM 177 0 0 16 Sep 2024
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MAGDA: Multi-agent guideline-driven diagnostic assistance David Bani-Harouni Nassir Navab Matthias Keicher LM&MA 75 5 1 10 Sep 2024
Adapting to Shifting Correlations with Unlabeled Data Calibration Minh Le Nguyen Alan Q. Wang Heejong Kim Mert R. Sabuncu OOD 67 1 0 09 Sep 2024
KARGEN: Knowledge-enhanced Automated Radiology Report Generation Using Large Language Models Yingshu Li Zhanyu Wang Yunyi Liu Lei Wang Lingqiao Liu Luping Zhou 65 3 0 09 Sep 2024
Few-shot Adaptation of Medical Vision-Language Models Fereshteh Shakeri Yunshi Huang Julio Silva-Rodríguez Houda Bahig An Tang Jose Dolz Ismail Ben Ayed VLM 93 6 0 05 Sep 2024
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Multi-Output Distributional Fairness via Post-Processing Gang Li Qihang Lin Ayush Ghosh Tianbao Yang 171 0 0 31 Aug 2024
M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation Jonggwon Park Soobum Kim Byungmu Yoon Jihun Hyun Kyoyun Choi LM&MA 96 6 0 29 Aug 2024
Towards Case-based Interpretability for Medical Federated Learning Laura Latorre Liliana Petrychenko Regina Beets-Tan T. Kopytova Wilson Silva MedIm 33 0 0 24 Aug 2024
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LCE: A Framework for Explainability of DNNs for Ultrasound Image Based on Concept Discovery Weiji Kong Xun Gong Juan Wang 28 1 0 19 Aug 2024
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FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models Xiaochen Wang Jiaqi Wang Houping Xiao Jianfei Chen Fenglong Ma MedIm 183 8 0 17 Aug 2024
TextCAVs: Debugging vision models using text A. Nicolson Yarin Gal J. A. Noble CoGe 73 1 0 16 Aug 2024
Pre-processing and Compression: Understanding Hidden Representation Refinement Across Imaging Domains via Intrinsic Dimension Nicholas Konz Maciej A. Mazurowski MedIm 48 0 0 15 Aug 2024
Towards Holistic Disease Risk Prediction using Small Language Models Liv Bjorkdahl Oskar Pauli Johan Ostman Chiara Ceccobello Sara Lundell Magnus Kjellberg LM&MA 68 0 0 13 Aug 2024
XNN: Paradigm Shift in Mitigating Identity Leakage within Cloud-Enabled Deep Learning Kaixin Liu Huixin Xiong Bingyu Duan Zexuan Cheng Xinyu Zhou Wanqian Zhang Xinming Zhang 50 0 0 09 Aug 2024
CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning Gianluca Carloni Sotirios A. Tsaftaris Sara Colantonio OOD 69 2 0 09 Aug 2024
Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology Panagiotis Fytas Anna Breger Ian Selby Simon Baker Shahab Shahipasand Anna Korhonen 60 0 0 07 Aug 2024
Do Sharpness-based Optimizers Improve Generalization in Medical Image Analysis? Mohamed Hassan Aleksandar Vakanski Min Xian AAML MedIm 89 1 0 07 Aug 2024
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More Than Positive and Negative: Communicating Fine Granularity in Medical Diagnosis Xiangyu Peng Kai Wang Jianfei Yang Yingying Zhu Yang You MedIm 71 0 0 05 Aug 2024
Quality Control for Radiology Report Generation Models via Auxiliary Auditing Components Hermione Warr Yasin Ibrahim Daniel R. McGowan Konstantinos Kamnitsas 65 0 0 31 Jul 2024
Outlier Detection in Large Radiological Datasets using UMAP Mohammad Tariqul Islam Jason W. Fleischer 90 2 0 31 Jul 2024
Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question Answering Danfeng Guo Sumitaka Honji LRM 168 2 0 31 Jul 2024
Domain Shift Analysis in Chest Radiographs Classification in a Veterans Healthcare Administration Population Mayanka Chandra Shekar Ian Goethert Md Inzamam Ul Haque Benjamin H. McMahon S. Dhaubhadel ... Samah Fodeh-Jarad Olga Ovchinnikova Amy C. Justice Jacob D. Hinkle Ioana Danciu OOD 106 1 0 30 Jul 2024