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FOUNDATION MODELS FOR GENERAL MEDICAL AI, MEDAGI 2025

IF
Papers16
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Journal Papers 16
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RadiSimCLIP: A Radiology Vision-Language Model Pretrained on Simulated Radiologist Learning Dataset for Zero-Shot Medical Image Understanding
deleteFOUNDATION MODELS FOR GENERAL MEDICAL AI, MEDAGI 2025
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delete2026-01-01
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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
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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
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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
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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
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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 Network
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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
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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
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deleteGhamizi, Salah; Kanli, Georgia; Perquin, Magali; Keunen, Olivier
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Improving Medical Visual Instruction Tuning with Labeled Datasets
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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?
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deleteBen Rabah, Chaima; Serag, Ahmed
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Test-Time Adaptation of Medical Vision-Language Models
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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
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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
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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 Analysis
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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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