Muhammed Furkan Dasdelen, Fatih Ozlugedik, Ilaria Looser, Rao Muhammad Umer, Christian Pohlkamp, Carsten Marr
机构
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Institute of AI for Health, Helmholtz Munich, Germany International School of Medicine, Istanbul Medipol University, T\"urkiye Munich Leukemia Laboratory, Germany Department of Medicine III, Ludwig-Maximilian-University Hospital, Germany Department of Physics, University of Munich, Germany Munich Center for Machine Learning (MCML), Germany DKTK, German Cancer Consortium, Germany
Fairness in Multi-modal Medical Diagnosis with Demonstration Selection
多模态医学诊断中的公平性与演示选择
Dawei Li, Zijian Gu, Peng Wang, Chuhan Song, Zhen Tan, Mohan Zhang, Tianlong Chen, Yu Tian, Song Wang
机构
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Arizona State University（亚利桑那州立大学）
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University of Rochester（罗切斯特大学）
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University of Virginia（弗吉尼亚大学）
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UCL（伦敦大学学院）
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University of North Carolina at Chapel Hill（北卡罗来纳大学教堂山分校）
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University of Central Florida（佛罗里达中央大学）
Comments10 pages (including 2 pages of references), 4 figures. This work explores fairness in multi-modal medical image reasoning using in-context learning
Comments10 pages, 3 figures, 6 tables, submitted to The 28th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2025)
Comments11 pages, 4 figures, 2 tables, 4 equations, 23 citations, to be published in Medical Image Computing and Computer Assisted Intervention (MICCAI) 2021
CommentsIEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES2020), Best Paper Award Student Category in Biomedical Imaging and Image Processing
FZ-VLM: A Two Stage Florence-Zephyr Vision Language Model Framework for Pulmonary Nodule Characterization and Clinical Decision Making
FZ-VLM：用于肺结节特征表征与临床决策的两阶段Florence-Zephyr视觉语言模型框架
Pramit Dutta, Jenita Manokaran, Richa Mittal, Ryan Appleby, Eranga Ukwatta
机构
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College of Engineering, University of Guelph（圭尔夫大学工程学院）
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Holland Bloorview Kids Rehabilitation Hospital（霍兰德布鲁尔维尤儿童康复医院）
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Guelph General Hospital（圭尔夫综合医院）
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Ontario Veterinary College, University of Guelph（圭尔夫大学安大略兽医学院）
CommentsDiana Shadibaeva and Rochak Dhakal contributed equally to this work. Total Pages = 35, No. of Figures = 4, No. of Tables on Manuscript = 1, Supplementary Tables = 6
GestaltMML: Enhancing Rare Genetic Disease Diagnosis through Multimodal Machine Learning Combining Facial Images and Clinical Text
GestaltMML：通过结合面部图像和临床文本的多模态机器学习增强罕见遗传病诊断
Da Wu, Zhanliang Wang, Hongzhuo Chen, Jingye Yang, Cong Liu, Tzung-Chien Hsieh, Elaine Marchi, Justin Blair, Peter Krawitz, Chunhua Weng, Wendy Chung, Gholson J. Lyon, Ian D. Krantz, Jennifer M. Kalish, Kai Wang
机构
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Raymond G. Perelman Center for Cellular and Molecular Therapeutics, Children’s Hospital of Philadelphia（雷蒙德·G·佩尔曼细胞与分子治疗中心，费城儿童医院）
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Department of Mathematics, University of Pennsylvania（数学系，宾夕法尼亚大学）
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Department of Biomedical Informatics, Columbia University Irving Medical Center（生物医学信息学系，哥伦比亚大学伊万斯医疗中心）
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Department of Human Genetics, New York State Institute for Basic Research in Developmental Disabilities, Staten Island, NY, USA（人类遗传学系，纽约州发育障碍基础研究机构，纽约州史泰登岛）
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Division of Human Genetics, Children’s Hospital of Philadelphia（人类遗传学部，费城儿童医院）
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Department of Pediatrics, Boston Children’s Hospital, Harvard Medical School（儿科系，波士顿儿童医院，哈佛医学院）
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Biology PhD Program, The Graduate Center, The City University of New York（生物学博士项目，纽约市立大学研究生中心）
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Department of Genetics, Perelman School of Medicine, University of Pennsylvania（遗传学系，宾夕法尼亚大学佩尔曼医学学院）
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Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania（儿科系，宾夕法尼亚大学佩尔曼医学学院）
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Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania（病理学与实验室医学系，宾夕法尼亚大学佩尔曼医学学院）
Quasi-multimodal-based pathophysiological feature learning for retinal disease diagnosis
基于准多模态的病理特征学习用于视网膜疾病诊断
Lu Zhang, Huizhen Yu, Zuowei Wang, Fu Gui, Yatu Guo, Wei Zhang, Mengyu Jia
机构
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Tianjin University（天津大学）
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Tianjin Key Laboratory of Ophthalmology and Visual Science（天津眼科学与视觉科学重点实验室）
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Tianjin Eye Institute（天津眼科研究院）
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Tianjin Eye Hospital（天津眼科医院）
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Clinical College of Ophthalmology, Tianjin Medical University（天津医科大学临床医学院）
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Department of Ophthalmology, The Second Affiliated Hospital of Nanchang University（南昌大学第二附属医院眼科部）
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Nankai University Affiliated Eye Hospital（南开大学附属眼科医院）
EVLF-FM: Explainable Vision Language Foundation Model for Medicine
Yang Bai, Haoran Cheng, Yang Zhou, Jun Zhou, Arun Thirunavukarasu, Yuhe Ke, Jie Yao, Kanae Fukutsu, Chrystie Wan Ning Quek, Ashley Hong, Laura Gutierrez, Zhen Ling Teo, Darren Shu Jeng Ting, Brian T. Soetikno, Christopher S. Nielsen, Tobias Elze, Zengxiang Li, Linh Le Dinh, Hiok Hong Chan, Victor Koh, Marcus Tan, Kelvin Z. Li, Leonard Yip, Ching Yu Cheng, Yih Chung Tham, Gavin Siew Wei Tan, Leopold Schmetterer, Marcus Ang, Rahat Hussain, Jod Mehta, Tin Aung, Lionel Tim-Ee Cheng, Tran Nguyen Tuan Anh, Chee Leong Cheng, Tien Yin Wong, Nan Liu, Iain Beehuat Tan, Soon Thye Lim, Eyal Klang, Tony Kiat Hon Lim, Rick Siow Mong Goh, Yong Liu, Daniel Shu Wei Ting
Latent Disentanglement in Mesh Variational Autoencoders Improves the Diagnosis of Craniofacial Syndromes and Aids Surgical Planning
Simone Foti, Alexander J. Rickart, Bongjin Koo, Eimear O' Sullivan, Lara S. van de Lande, Athanasios Papaioannou, Roman Khonsari, Danail Stoyanov, N. u. Owase Jeelani, Silvia Schievano, David J. Dunaway, Matthew J. Clarkson
Design of an Efficient, Ease-of-use and Affordable Artificial Intelligence based Nucleic Acid Amplification Diagnosis Technology for Tuberculosis and Multi-drug Resistant Tuberculosis
