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Chromosome classification via deep learning and its application to patients with structural abnormalities of chromosomes 期刊论文
MEDICAL ENGINEERING & PHYSICS, 2023, 卷号: 121, 页码: 11
作者:  Yang, Chuan;  Li, Tingting;  Dong, Qiulei;  Zhao, Yanyan
收藏  |  浏览/下载：30/0  |  提交时间：2024/02/22
Karyotyping  Chromosome classification  Machine learning  Deep convolutional neural network  
DPF-Net: A Dual-Path Progressive Fusion Network for Retinal Vessel Segmentation 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 17
作者:  Li, Jianyong;  Gao, Ge;  Yang, Lei;  Bian, Guibin;  Liu, Yanhong
收藏  |  浏览/下载：106/0  |  提交时间：2023/11/17
Feature extraction  Image segmentation  Retinal vessels  Biomedical imaging  Blood vessels  Convolutional neural networks  Task analysis  Deep network  progressive fusion strategy  retinal vessel segmentation  semantic segmentation  U-shape network  
A CNN-Transformer Hybrid Recognition Approach for sEMG-Based Dynamic Gesture Prediction 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 16
作者:  Liu, Yanhong;  Li, Xingyu;  Yang, Lei;  Bian, Guibin;  Yu, Hongnian
收藏  |  浏览/下载：132/0  |  提交时间：2023/11/17
Feature extraction  Gesture recognition  Task analysis  Transformers  Time-frequency analysis  Convolution  Data mining  Convolutional neural network (CNN)  feature fusion  hand gesture recognition  surface electromyography (sEMG) sensor  transformer  
MAF-Net: A multi-scale attention fusion network for automatic surgical instrument segmentation? 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 卷号: 85, 页码: 10
作者:  Yang, Lei;  Gu, Yuge;  Bian, Guibin;  Liu, Yanhong
收藏  |  浏览/下载：81/0  |  提交时间：2023/11/17
Semantic segmentation  Deep learning  Surgical instrument  Multi-scale feature fusion  Residual dense network  
Camera-aware representation learning for person re-identification 期刊论文
NEUROCOMPUTING, 2023, 卷号: 518, 页码: 155-164
作者:  Wu, Jinlin;  Yang, Yuxin;  Lei, Zhen;  Yang, Yang;  Chen, Shukai;  Li, Stan Z.
收藏  |  浏览/下载：152/0  |  提交时间：2023/02/22
Camera-imbalanced data distribution  Sub -center hard mining  Camera -balanced memory bank  Multiple -center Softmax  
Structure-aware siamese graph neural networks for encounter-level patient similarity learning 期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2022, 卷号: 127, 页码: 13
作者:  Gu, Yifan;  Yang, Xuebing;  Tian, Lei;  Yang, Hongyu;  Lv, Jicheng;  Yang, Chao;  Wang, Jinwei;  Xi, Jianing;  Kong, Guilan;  Zhang, Wensheng
收藏  |  浏览/下载：246/0  |  提交时间：2022/06/10
Encounter-Level Patient Similarity  Representation Learning  Siamese Networks  Graph Neural Networks  
Ship Detection in High-Resolution Optical Remote Sensing Images Aided by Saliency Information 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2022, 期号: 0, 页码: 0
作者:  Zhida, Ren;  Yongqiang, Tang;  Zewen, He;  Lei, Tian;  Yang, Yang;  Wensheng, Zhang
Adobe PDF(3882Kb)  |  收藏  |  浏览/下载：205/32  |  提交时间：2022/04/22
Deep learning  ship detection  saliency detection  high-resolution optical images  remote sensing  
Pixel and Feature Transfer Fusion for Unsupervised Cross-Dataset Person Reidentification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:  Yang, Yang;  Wang, Guan'an;  Tiwari, Prayag;  Pandey, Hari Mohan;  Lei, Zhen
收藏  |  浏览/下载：201/0  |  提交时间：2022/01/27
Cameras  Measurement  Image reconstruction  Data models  Adaptation models  Scalability  Lighting  Feature fusion  generate adversarial nets  person reidentification (Re-ID)  unsupervised learning  
Robust Collaborative Learning of Patch-Level and Image-Level Annotations for Diabetic Retinopathy Grading From Fundus Image 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 11
作者:  Yang, Yehui;  Shang, Fangxin;  Wu, Binghong;  Yang, Dalu;  Wang, Lei;  Xu, Yanwu;  Zhang, Wensheng;  Zhang, Tianzhu
收藏  |  浏览/下载：176/0  |  提交时间：2022/01/27
Lesions  Annotations  Generators  Feature extraction  Image segmentation  Retinopathy  Diabetes  Collaborative learning  convolutional neural networks (CNNs)  diabetic retinopathy (DR)  fundus image  
Weakly Aligned Feature Fusion for Multimodal Object Detection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Zhang, Lu;  Liu, Zhiyong;  Zhu, Xiangyu;  Song, Zhan;  Yang, Xu;  Lei, Zhen;  Qiao, Hong
收藏  |  浏览/下载：208/0  |  提交时间：2022/01/27
Object detection  Feature extraction  Detectors  Robustness  Cameras  Automation  Training  Deep learning  feature fusion  multimodal object detection  pedestrian detection