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Workshop
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Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA
Qianqi Yan · Xuehai He · Xiang Yue · Xin Eric Wang
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Workshop
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Synthetic Multimodal Data Generation and Training Optimization For Computed Tomography Cardiac Imaging Applications
Masaki Ikuta · Quanqi Hu · Ashok Addala · Ravi Soni · Avinash Gopal
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Affinity Event
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Towards Privacy-Preserving Medical Imaging: Federated Learning with Differential Privacy and Secure Aggregation Using a Modified ResNet Architecture
Mohamad Haj Fares · Ahmed Mohamed Saad Emam Saad
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Affinity Event
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Sparse Partial Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis
Zeinab Abboud · Herve Lombaert · Samuel Kadoury
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Poster
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Thu 16:30
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GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI
pengcheng chen · Jin Ye · Guoan Wang · Yanjun Li · Zhongying Deng · Wei Li · Tianbin Li · Haodong Duan · Ziyan Huang · Yanzhou Su · Benyou Wang · Shaoting Zhang · Bin Fu · Jianfei Cai · Bohan Zhuang · Eric Seibel · Junjun He · Yu Qiao
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Workshop
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Signals in the Cells: Multimodal and Contextualized Machine Learning Foundations for Therapeutics
Alejandro Velez-Arce · Kexin Huang · Michelle Li · xiang lin · Wenhao Gao · Bradley Pentelute · Tianfan Fu · Manolis Kellis · Marinka Zitnik
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Affinity Event
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Robust Split-Federated Learning model Using Co-learning mechanism for Medical Image Segmentation
Zahra Hafezi · Hadi Hadizadeh · Parvaneh Saeedi
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Workshop
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Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation
Liwen Sun · James Zhao · Wenjing Han · Chenyan Xiong
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Poster
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Wed 16:30
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DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor
Juncheng Wu · Zhangkai Ni · Hanli Wang · Wenhan Yang · Yuyin Zhou · Shiqi Wang
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Workshop
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MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models
Mohammad Shahab Sepehri · Zalan Fabian · Maryam Soltanolkotabi · Mahdi Soltanolkotabi
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Poster
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Thu 16:30
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Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading
Qi Bi · Jingjun Yi · Hao Zheng · Wei Ji · Haolan Zhan · Yawen Huang · Yuexiang Li · Yefeng Zheng
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Poster
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Thu 11:00
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Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization
Sanghyeob Song · Jaihyun Lew · Hyemi Jang · Sungroh Yoon
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