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FOUNDATION MODELS FOR GENERAL MEDICAL AI, MEDAGI 2025

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论文数16
被引数
期刊论文 16
发表时间
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RadiSimCLIP: A Radiology Vision-Language Model Pretrained on Simulated Radiologist Learning Dataset for Zero-Shot Medical Image UnderstandingRadiSimCLIP：一种基于模拟放射科医师学习数据集预训练的放射学视觉-语言模型，用于零样本医学图像理解
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deleteTan, Minhui; Wu, Qingxia; Zhang, Boyang; Ren, Genqiang; Nie, Jianlong; Xue, Zhong; Cao, Xiaohuan; Shen, Dinggang
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Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction
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deleteShen, Yiqing; Li, Chenjia; Fan, Chenxiao; Unberath, Mathias
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Taming Stable Diffusion for Computed Tomography Blind Super-Resolution调控稳定扩散模型用于计算机断层扫描盲超分辨率
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deleteLi, Chunlei; Shi, Yilei; Hu, Haoxi; Hu, Jingliang; Zhu, Xiao Xiang; Mou, Lichao
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Cross-Modal Knowledge Distillation for Chest Radiographic Diagnosis via Embedding Expansion, Reconstruction, and Classification通过嵌入扩展、重建和分类实现胸部放射诊断的跨模态知识蒸馏
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deleteMa, DongAo; Pang, Jiaxuan; Zhou, Ziyu; Gotway, Michael B.; Liang, Jianming
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Improved Training Sample Efficiency and Inter-device Generalizability in Optical Coherence Tomography Fluid Segmentation via Foundation Models通过基础模型提升光学相干断层扫描流体分割的训练样本效率和跨设备泛化能力
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deleteKikuchi, Yusuke; McLeod, Matthew; Gros, Eric; Usdin, Maxime; Boushehri, Ali; Cluceru, Julia; Cohen, Yaniv; Li, Yvonna; Yang, Qi
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LGE Scar Quantification Using Foundation Models for Cardiac Disease Classification使用基础模型进行LGE Scar量化以实现心脏疾病分类
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deleteJacob, Athira J.; Sharma, Puneet; Rueckert, Daniel
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DR.SIMON: Domain-Wise Rewrite for Segment-Informed Medical Oversight NetworkDR.SIMON：面向分段信息医学监督网络的领域级重写
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deleteLee, Seohyun; Choe, Suhyun; Choi, Jaeha; Lee, Jin Won
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Pathology Foundation Models Are Scanner Sensitive: Benchmark and Mitigation with Contrastive ScanGen Loss病理基础模型的扫描仪敏感性：基于对比ScanGen损失的基准测试与缓解方法
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deleteCarloni, Gianluca; Brattoli, Biagio; Keum, Seongho; Park, Jongchan; Lee, Taebum; Ahn, Chang Ho; Pereira, Sergio
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The Data Behind the Model: Gaps and Opportunities for Foundation Models in Brain Imaging模型的背后数据：脑成像中基础模型的差距与机遇
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deleteGhamizi, Salah; Kanli, Georgia; Perquin, Magali; Keunen, Olivier
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Improving Medical Visual Instruction Tuning with Labeled Datasets利用标注数据集改进医学视觉指令微调
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deleteDada, Amin; Contreras, Amanda Butler; Seiboldl, Constantin; Koran, Osman Alperen; Key, Julius; Chen, Aokun; Peng, Cheng; Brehmer, Alexander; Smith, Kaleb E.; Bian, Jiang; Wu, Yonghui; Kleesiek, Jens
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Beyond Broad Applications: Can Pathology Foundation Models Adapt to Hematopathology?超越广泛应用：病理基础模型能否适应血液病理学？
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deleteBen Rabah, Chaima; Serag, Ahmed
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Test-Time Adaptation of Medical Vision-Language Models医学视觉-语言模型的测试时适应
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deleteShakeri, Fereshteh; Baklouti, Ghassen; Silva-Rodriguez, Julio; Zanella, Maxime; Bahig, Houda; Dolz, Jose; Ben Ayed, Ismail
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Random Direct Preference Optimization for Radiography Report Generation放射学报告生成的随机直接偏好优化
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deleteSamokhin, Valentin; Shirokikh, Boris; Goncharov, Mikhail; Umerenkov, Dmitriy; Bobrin, Maksim; Oseledets, Ivan; Rydylov, Dmit; Belyaev, Mikhail
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EndoTracker: Robustly Tracking Any Point in Endoscopic Surgical Scene内窥镜手术场景中任意点的稳健跟踪：EndoTracker
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deleteSeenivasan, Lalithkumar; Cheng, Joanna; Fang, Jin; Bai, Jin; Soberanis-Mukul, Roger D.; Mangulabnan, Jan Emily; Vedula, S. Swaroop; Ishii, Masaru; Hager, Gregory; Taylor, RussellH.; Unberath, Mathias
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Segment Anything for Cell Tracking
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deleteChen, Zhu; Edgue, Mert; Jin, Er; Stegmaier, Johannes
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BioVFM-21M: Benchmarking and Scaling Self-supervised Vision Foundation Models for Biomedical Image AnalysisBioVFM-21M：生物医学图像分析中自监督视觉基础模型的基准测试与扩展
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deleteLiu, Jiarun; Zhou, Hong-Yu; Huang, Weijian; Yang, Hao; Song, Dongning; Tan, Tao; Liang, Yong; Wang, Shanshan
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