医学
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DARTS-searched feedback-augmented state space model for 3D pulmonary nodule classification
作者Junjie Cui; Yu Gu; Mansheng Wang; Meng Chen; Lidong Yang; Baohua Zhang; Jianjun Li; Xin Liu; Juan Hao; Siyuan Tang; Qun He
作者单位School of Digital and Intelligent Industry, Inner Mongolia University of Science and Technology, Baotou 014010, China; Information Engineering College, Hebei University of Architecture, Zhangjiakou, Hebei 075000, China; School of Automation and Electrical Engineering, Inner Mongolia University of Science and Technology, Baotou 014010, China; School of Computer Science and Technology, Baotou Medical College, Inner Mongolia University of Science and Technology, Baotou 014040, China
TeF-SAM: Prototype memory for medical lesion segmentation with text-free inference
作者Jinxin Liang; Xiaoming Liu; Zhiyuan Zang; Xin Wang; Yicheng Qi; Xiang Li
作者单位School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, 430065, Hubei, China; Hubei Province Key Laboratory of Intelligent Information Processing and Real-time Industrial System, Wuhan University of Science and Technology, Wuhan, 430065, Hubei, China; School of Intelligent Engineering and Automation, Beijing University of Posts and Telecommunications, Beijing, 100876, Beijing, China
3D-FuseNet: An innovative multimodal fusion network for enhancing survival prediction
作者Ahmad Chaddad; Junjie Feng; Tareef Daqqaq; Yousef Katib; Lihe Jiang
作者单位School of Artificial Intelligence, Guilin University of Electronic Technology, Guangxi, China; School of Basic Medical Sciences, Youjiang Medical University for Nationalities, Guangxi, China; Key Laboratory of Gastrointestinal Cancer, Ministry of Education, School of Basic Medical Sciences, Fujian Medical University, Fuzhou, China; College of Medicine, Taibah University, Madinah, Saudi Arabia
Adaptive auxiliary task learning for medical image segmentation under scarce training data
作者Binyan Hu; Yuanqiao Zhang; Yu Sun; Price Jackson; Michael S. Hofman; Rifai Chai
作者单位School of Engineering, Swinburne University of Technology, Melbourne, Australia; Key Laboratory of Collaborative Intelligence Systems of Ministry of Education, Xidian University, Xi’an, Shaanxi Province 710071, China; Physical Sciences, Peter MacCallum Cancer Centre, Melbourne, Australia; Prostate Cancer Theranostics and Imaging Centre of Excellence (ProsTIC) Molecular Imaging and Therapeutic Nuclear Medicine, Cancer Imaging, Peter MacCallum Cancer Centre, Melbourne, Australia; Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia
Semi-supervised medical image segmentation via Cross Reliable Knowledge Distillation
作者Dingcan Hu; Shuqi Dong; Hengbo Liu; Jingwen Lian; Kaixuan Zhang; Geng Gao; Nini Rao
作者单位The School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 610054, China
SOM-GAN: A structure-preserving one-to-multiple generative adversarial network for unpaired medical image synthesis
作者Jinhao Li; Kai Hu; Runze Wang; Guoyan Zheng
作者单位Institute of Medical Robotics, School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China; Key Laboratory of Intelligent Computing and Information Processing of Ministry of Education, Xiangtan University, Xiangtan, 411105, China; Alibaba DAMO Academy, Hangzhou, 311100, China
Enhancing semi-supervised skin lesion segmentation with text-guided pseudo descriptions
作者Yun Jiang; Yuhang Li; Yarong Jin; Tao Sun; Pengyu Chen; Jinliang Su; Longgang Yang; Zequn Zhang
作者单位College of Computer Science and Engineering, Northwest Normal University, Lanzhou, China; School of Information Science and Technology, University of Science and Technology of China, Hefei, China
OOD-aware Reliability Learning for open-world semi-supervised liver lesion recognition
作者Yulin Pu; Wei Xia; Lin Deng; Yang Xiao; Weiming Liu; Zhehan Shen; Ji Xia; Xueyang Zou; Shunjie Dong; Ruokun Li
作者单位Department of Radiology, Ruijin Hospital, College of Health Science and Technology, Shanghai Jiao Tong University School of Medicine, Shanghai, China; College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China; ByteDance Inc., Singapore, Singapore
Global–Local Feature Fusion and SIREN-enhanced geometric supervision for coronary artery segmentation in CCTA
作者Chen Zhou; Wenjing Han; Yueming Wu; Siyu Yin; Lingjing Hu
作者单位School of Medical Technology, Capital Medical University, Beijing, 100071, China; Institute of Medical Technology, Peking University Health Science Center, Beijing, 100191, China
RulerNet: Learning perspective-invariant ruler representations for robust image scale estimation
作者Yimu Pan; Manas Mehta; Gwen Sincerbeaux; Jeffery A. Goldstein; Alison D. Gernand; James Z. Wang
作者单位Department of Informatics and Intelligent Systems, College of Information Sciences and Technology, The Pennsylvania State University, University Park, 16802, PA, USA; Department of Nutritional Sciences, College of Health and Human Development, The Pennsylvania State University, University Park, 16802, PA, USA; Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, 60611, IL, USA
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