Does Bigger Mean Better? Comparitive Analysis of CNNs and Biomedical Vision Language Modles in Medical Diagnosis
Ran Tong, Jiaqi Liu, Tong Wang, Xin Hu, Su Liu, Lanruo Wang, Jiexi Xu
机构
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University of Texas at Dallas（德克萨斯大学达拉斯分校）
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Independent Researcher（独立研究者）
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Duke University（杜克大学）
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University of Michigan Ann Arbor（密歇根大学安娜堡分校）
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Georgia Institute of Technology（佐治亚理工学院）
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University of California, Irvine（加州大学 Irvine 分校）
Adaptive Diagnostic Reasoning Framework for Pathology with Multimodal Large Language Models
Yunqi Hong, Johnson Kao, Liam Edwards, Nein-Tzu Liu, Chung-Yen Huang, Alex Oliveira-Kowaleski, Cho-Jui Hsieh, Neil Y. C. Lin
机构
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Computer Science Department, University of California, Los Angeles, CA, USA（加州大学洛杉矶分校计算机科学系）
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Mechanical and Aerospace Engineering Department, University of California, Los Angeles, CA, USA（加州大学洛杉矶分校机械与航空航天工程系）
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Department of Pathology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan（台湾国防医学院三军总医院病理部）
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Department of Pathology, National Taiwan University Hospital, Taipei, Taiwan（台湾国立台湾大学医院病理部）
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Department of Pathology, David Geffen School of Medicine, University of California, Los Angeles, CA, USA（加州大学洛杉矶分校大卫·Geffen医学院病理部）
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Bioengineering Department, University of California, Los Angeles, CA, USA（加州大学洛杉矶分校生物工程系）
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Institute for Quantitative and Computational Biosciences, University of California, CA, USA（加州大学定量与计算生物科学研究所）
Multi-Scale Target-Aware Representation Learning for Fundus Image Enhancement
Haofan Wu, Yin Huang, Yuqing Wu, Qiuyu Yang, Bingfang Wang, Li Zhang, Muhammad Fahadullah Khan, Ali Zia, M. Saleh Memon, Syed Sohail Bukhari, Abdul Fattah Memon, Daizong Ji, Ya Zhang, Ghulam Mustafa, Yin Fang
机构
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organization= Research Center for Translational Medicine, Medical Innovation Center
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State Key Laboratory of Cardiology, Shanghai East Hospital , city= Shanghai , postcode= 200120 , country= China
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organization= The Institute for Biomedical Engineering \& Nano Science, Tongji University School of Medicine , city= Shanghai , postcode= 200120 , country= China
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organization= Shanghai Research Institute for Intelligent Autonomous Systems , city= Shanghai , postcode= 201210 , country= China
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organization= Department of Ophthalmology, Tongji Hospital, School of Medicine, Tongji University , city= Shanghai , postcode= 200000 , country= China
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organization= Ophthalmology, Isra Postgraduate Institute of Ophthalmology , city= Karachi , postcode= , country= Pakistan
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organization= The Eye Centre, South City Hospital , city= Karachi , postcode= , country= Pakistan
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organization= Center for the Development of Laboratory Equipment, Pakistan Council of Scientific
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Industrial Research , city= Karachi , postcode= , country= Pakistan
Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation
Yuyang Wanyan, Xi Zhang, Haiyang Xu, Haowei Liu, Junyang Wang, Jiabo Ye, Yutong Kou, Ming Yan, Fei Huang, Xiaoshan Yang, Weiming Dong, Changsheng Xu
机构
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MAIS, Institute of Automation, Chinese Academy of Sciences, China（自动化研究所，中国科学院，中国）
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School of Artificial Intelligence, University of Chinese Academy of Sciences, China（中国科学院大学人工智能学院，中国）
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Alibaba Group（阿里巴巴集团）
机构
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Stanford University, Department of Computer Science, Stanford, CA, USA（斯坦福大学计算机科学系）
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Stanford University, Department of Biomedical Data Science, Stanford, CA, USA（斯坦福大学生物医学数据科学系）
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Stanford University, Stanford Institute for Human-Centered Artificial Intelligence, Stanford, CA, USA（斯坦福大学人类中心人工智能研究所）
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Stanford University, School of Medicine, Department of Dermatology, Stanford, CA, USA（斯坦福大学医学院皮肤科系）
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Stanford University, Department of Radiology, Stanford, CA, USA（斯坦福大学放射科）
机构
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The second hospital of Jilin University Northeast Asia Active Aging Laboratory Jilin, China Email
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QMUL DERI \ Institute Of Health Informatics, Lonodn, UK Email
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QMUL School of Electronic Engineering \ Computer Science London, UK Email
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The second hospital of Jilin University College of Artificial Intelligence, \ University, Jilin, China Email
Semi-Supervised Multi-Task Learning for Interpretable Quality As- sessment of Fundus Images
Lucas Gabriel Telesco, Danila Nejamkin, Estefanía Mata, Francisco Filizzola, Kevin Wignall, Lucía Franco Troilo, María de los Angeles Cenoz, Melissa Thompson, Mercedes Leguía, Ignacio Larrabide, José Ignacio Orlando
机构
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UNCPBA, CONICET, Yatiris Group, Pladema Institute（UNCPBA、CONICET、Yatiris集团、Pladema研究所）
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Servicio de Oftalmología, Hospital de Alta Complejidad en Red ``El Cruce'' Dr. Néstor Carlos Kirchner（眼科服务，高级复杂性网络‘El Cruce’医院Dr. Néstor Carlos Kirchner）
Rank-Aware Agglomeration of Foundation Models for Immunohistochemistry Image Cell Counting
Zuqi Huang, Mengxin Tian, Huan Liu, Wentao Li, Baobao Liang, Jie Wu, Fang Yan, Zhaoqing Tang, Zhongyu Li
机构
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School of Software Engineering, Xi’an Jiaotong University（西安交通大学软件工程学院）
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School of Computer Science, Shanghai Jiao Tong University（上海交通大学计算机科学学院）
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Department of Gastrointestinal Surgery and the Gastric Cancer Center, Zhongshan Hospital, Fudan University（复旦大学中山医院胃肠外科及胃癌中心）
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School of Computer Science and Technology, Xi’an Jiaotong University（西安交通大学计算机科学与技术学院）
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The Comprehensive Breast Care Center, The Second Affiliated Hospital of Xi'an Jiaotong University（西安交通大学第二附属医院综合乳腺护理中心）
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Department of Pathology, The Second Affiliated Hospital of Xi’an Jiaotong University（西安交通大学第二附属医院病理科）
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Shanghai Artificial Intelligence Laboratory（上海人工智能实验室）
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Department of General Surgery, Zhongshan Hospital (Xiamen), Fudan University（复旦大学中山医院（厦门）外科科）
