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检索条件"机构=Institute of Image Processing and Pattern Recognition & Institute of Medical Robotics"
80 条 记 录,以下是1-10 订阅
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Follicular Unit Registration Based on Binocular Stereo Vision for Hair Transplantation Surgery Robot  6
Follicular Unit Registration Based on Binocular Stereo Visio...
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6th International Conference on Data Science and Information Technology, DSIT 2023
作者: Wang, Weiduo Liu, Jinfeng Yang, Jie Shanghai Jiao Tong University Institute of Image Processing and Pattern Recognition Department of Automation China Shanghai Jiao Tong University Institute of Medical Robotics China
In this paper, we focus on the follicular unit registration problem for hair transplantation surgery robots based on binocular stereo vision system. The follicular units in both images are detected with YOLO V5 networ... 详细信息
来源: 评论
ChromTR:chromosome detection in raw metaphase cell images via deformable transformers
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Frontiers of Medicine 2024年 第6期18卷 1100-1114页
作者: Chao Xia Jiyue Wang Xin You Yaling Fan Bing Chen Saijuan Chen Jie Yang Institute of Image Processing and Pattern Recognition Shanghai Jiao Tong UniversityShanghai200240China Shanghai Institute of Hematology State Key Laboratory of Medical GenomicsNational Research Center for Translational Medicine at ShanghaiRuijin Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghai200025China
Chromosome karyotyping is a critical way to diagnose various hematological malignancies and genetic diseases,of which chromosome detection in raw metaphase cell images is the most critical and challenging *** this wor... 详细信息
来源: 评论
Deep Learning Based Neovascularization Detection in Color Fundus Photography image  23
Deep Learning Based Neovascularization Detection in Color Fu...
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9th International Conference on Computing and Artificial Intelligence, ICCAI 2023
作者: Guo, Tianjiao Yang, Jie Yu, Qi Institute of Medical Robotics Institute of Image Processing and Pattern Recognition Department of Automation School of Biomedical Engineering Shanghai Jiao Tong University Shanghai China Institute of Image Processing and Pattern Recognition Department of Automation Shanghai Jiao Tong University Shanghai China Department of Ophthalmology Shanghai General Hospital Shanghai Jiao Tong University School of Medicine Shanghai China National Clinical Research Center for Eye Diseases Shanghai China
Diabetic retinopathy (DR) has already been one of the leading causes of vision loss. A large number of researches about deep learning-based DR screening using color retinal photography images have been proposed in rec... 详细信息
来源: 评论
Airway Labeling Meets Clinical Applications: Reflecting Topology Consistency and Outliers via Learnable Attentions
arXiv
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arXiv 2024年
作者: Li, Chenyu Zhang, Minghui Zhang, Chuyan Gu, Yun Institute of Medical Robotics Shanghai Jiao Tong University Shanghai China Institute of Image Processing and Pattern Recognition Shanghai Jiao Tong University Shanghai China
Purpose: Accurate airway anatomical labeling is crucial for clinicians to identify and navigate complex bronchial structures during bronchoscopy. Automatic airway anatomical labeling is challenging due to significant ... 详细信息
来源: 评论
Leveraging Open Knowledge for Advancing Task Expertise in Large Language Models
arXiv
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arXiv 2024年
作者: Yang, Yuncheng Qin, Yulei Wu, Tong Xu, Zihan Li, Gang Guo, Pengcheng Shao, Hang Shi, Yuchen Li, Ke Sun, Xing Yang, Jie Gu, Yun Institute of Image Processing and Pattern Recognition Institute of Medical Robotics Shanghai Jiao Tong University Shanghai200240 China Tencent YouTu Lab Shanghai200233 China
The cultivation of expertise for large language models (LLMs) to solve tasks of specific areas often requires special-purpose tuning with calibrated behaviors on the expected stable outputs. To avoid huge cost brought... 详细信息
来源: 评论
GRC-Net: Grouping Guided R-band Chromosome recognition Network  24
GRC-Net: Grouping Guided R-band Chromosome Recognition Netwo...
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10th International Conference on Computing and Artificial Intelligence, ICCAI 2024
作者: Xia, Chao Liu, Wei Liu, Zhao Jiang Chen, Bing Yang, Jie Institute of Image Processing and Pattern Recognition Shanghai Jiao Tong University Shanghai China Shanghai Institute of Hematology State Key Laboratory of Medical Genomics National Research Center for Translational Medicine at Shanghai Ruijin Hospital Shanghai Jiao Tong University School of Medicine Shanghai China
Chromosome recognition is a critical and time-consuming process in karyotyping, especially for R-band chromosomes with poor visualization quality. In this paper, we propose an end-to-end grouping guided R-band chromos... 详细信息
来源: 评论
AttSiOff: a self-attention-based approach on siRNA design with inhibition and off-target effect prediction
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Med-X 2024年 第1期2卷 1-11页
作者: Liu, Bin Yuan, Ye Pan, Xiaoyong Shen, Hong-Bin Jin, Cheng Institute of Image Processing and Pattern Recognition Shanghai Jiao Tong University Shanghai China Medical Robot Research Institute School of Biomedical Engineering Shanghai Jiao Tong University Shanghai China
Small interfering RNA (siRNA) is often used for function study and expression regulation of specific genes, as well as the development of small molecule drugs. Selecting siRNAs with high inhibition and low off-target ...
来源: 评论
Follicular Unit Registration Based on Binocular Stereo Vision for Hair Transplantation Surgery Robot
Follicular Unit Registration Based on Binocular Stereo Visio...
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Data Science and Information Technology (DSIT), International Conference on
作者: Weiduo Wang Jinfeng Liu Jie Yang Department of Automation Institute of Image Processing and Pattern Recognition Shanghai Jiao Tong University China Institute of Medical Robotics Shanghai Jiao Tong University China
In this paper, we focus on the follicular unit registration problem for hair transplantation surgery robots based on binocular stereo vision system. The follicular units in both images are detected with YOLO V5 networ...
来源: 评论
Pick the Best Pre-trained Model: Towards Transferability Estimation for medical image Segmentation
arXiv
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arXiv 2023年
作者: Yang, Yuncheng Wei, Meng He, Junjun Yang, Jie Ye, Jin Gu, Yun Institute of Image Processing and Pattern Recognition Shanghai Jiao Tong University Shanghai China Institute of Medical Robotics Shanghai Jiao Tong University Shanghai China Shanghai AI Lab Shanghai China
Transfer learning is a critical technique in training deep neural networks for the challenging medical image segmentation task that requires enormous resources. With the abundance of medical image data, many research ... 详细信息
来源: 评论
Quantification of 3-Dimensional Confluence-Atrial Morphology in Supracardiac Total Anomalous Pulmonary Venous Connection
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JACC: Asia 2024年 第8期4卷 594-606页
作者: Shi, Guocheng Huang, Meiping Pei, Yuchen Huang, Peng Wen, Chen Shentu, Jin Zhang, Hao Zhu, Zhongqun Zhong, Yumin Wang, Lisheng Chen, Huiwen Department of Cardiothoracic Surgery Congenital Heart Center Shanghai Children's Medical Center Shanghai Jiao Tong University School of Medicine Department of Catheterization Laboratory Guangdong Cardiovascular Institute Guangdong General Hospital Institute of Image Processing and Pattern Recognition Department of Automation Shanghai Jiao Tong University Department of Cardio-Thoracic Surgery Hunan Children's Hospital Changsha Department of Radiology Shanghai Children's Medical Center Shanghai Jiao Tong University School of Medicine
Background: Pulmonary vein stenosis (PVS) continues to be a major complication after surgical repair of total anomalous pulmonary venous connection (TAPVC). Recent studies suggest that the morphology of pulmonary veno... 详细信息
来源: 评论