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章毅
Person information
- unicode name: 章毅
- affiliation: Sichuan University, College of Computer Science, Machine Intelligence Laboratory, Chengdu, Chengdu
- affiliation (PhD 1994): Chinese Academy of Science, Institute of Mathematics, Beijing, China
Other persons with the same name
- Zhang Yi — disambiguation page
- Zhang Yi 0003 — Central China Normal University, Wuhan, China
- Zhang Yi 0004 — Central China Normal University, National Engineering Research Center For E-Learning, Wuhan
- Zhang Yi 0005 — Huazhong Normal University, Wuhan, China
- Zhang Yi 0006 — Alcatel-Lucent Shanghai
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2020 – today
- 2023
[b1]Yuanyuan Chen, Jie Zhong, Zhang Yi:
Intelligent Analysis of Fundus Images - Methods and Applications. Series on Deep Learning Neural Networks 1, WorldScientific 2023, ISBN 9789811270369, pp. 1-248- [j255]Minjuan Zhu, Lei Zhang
, Lituan Wang, Dong Li, Jianwei Zhang, Zhang Yi:
Robust co-teaching learning with consistency-based noisy label correction for medical image classification. Int. J. Comput. Assist. Radiol. Surg. 18(4): 675-683 (2023) - [j254]Quan Guo, Chengdi Wang, Jixiang Guo, Hongli Bai, Xiuyuan Xu, Lan Yang, Jianyong Wang, Nan Chen, Zihuai Wang, Yuncui Gan, Lunxu Liu, Weimin Li, Zhang Yi:
The Gap in the Thickness: Estimating Effectiveness of Pulmonary Nodule Detection in Thick- and Thin-Section CT Images with 3D Deep Neural Networks. Comput. Methods Programs Biomed. 229: 107290 (2023) - [j253]Jiali Yu, Wenshuang Chen, Jinsong Leng, Chunxiao Wang, Zhang Yi:
Weight matrix as a switch between line attractor and plane attractor of ring neural networks. Neurocomputing 521: 181-188 (2023) - [j252]Tao He, Jixiang Guo, Wei Tang, Wei Zeng, Ping He, Fanxin Zeng, Zhang Yi:
Cascade-refine model for cephalometric landmark detection in high-resolution orthodontic images. Knowl. Based Syst. 265: 110332 (2023) - [j251]Wenjie Liu, Lei Zhang, Lizhang Xie, Ting Hu, Guangjun Li, Sen Bai, Zhang Yi:
Multilayer perceptron neural network with regression and ranking loss for patient-specific quality assurance. Knowl. Based Syst. 271: 110549 (2023) - [j250]Xin Shu, Lei Zhang, Zizhou Wang, Lituan Wang, Zhang Yi:
Fine-grained recognition: Multi-granularity labels and category similarity matrix. Knowl. Based Syst. 273: 110599 (2023) - [j249]Lituan Wang, Lei Zhang, Xin Shu, Zhang Yi:
Intra-class consistency and inter-class discrimination feature learning for automatic skin lesion classification. Medical Image Anal. 85: 102746 (2023) - [j248]Jianping Gou, Xia Yuan, Ya Xue, Lan Du, Jiali Yu, Shuyin Xia, Zhang Yi:
Discriminative and Geometry-Preserving Adaptive Graph Embedding for dimensionality reduction. Neural Networks 157: 364-376 (2023) - [j247]Jianping Gou, Xiangshuo Xiong, Baosheng Yu, Yibing Zhan, Zhang Yi:
Channel-Correlation-Based Selective Knowledge Distillation. IEEE Trans. Cogn. Dev. Syst. 15(3): 1574-1585 (2023) - [j246]Zizhou Wang, Xin Shu, Yan Wang, Yangqin Feng, Lei Zhang, Zhang Yi:
A Feature Space-Restricted Attention Attack on Medical Deep Learning Systems. IEEE Trans. Cybern. 53(8): 5323-5335 (2023) - [j245]Jianping Gou, Liyuan Sun, Baosheng Yu, Shaohua Wan, Weihua Ou, Zhang Yi:
Multilevel Attention-Based Sample Correlations for Knowledge Distillation. IEEE Trans. Ind. Informatics 19(5): 7099-7109 (2023) - [j244]Chuan Luo, Sizhao Wang, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi:
Spark Rough Hypercuboid Approach for Scalable Feature Selection. IEEE Trans. Knowl. Data Eng. 35(3): 3130-3144 (2023) - [j243]Jianping Gou, Xia Yuan, Baosheng Yu, Jiali Yu, Zhang Yi:
Intra- and Inter-Class Induced Discriminative Deep Dictionary Learning for Visual Recognition. IEEE Trans. Multim. 25: 1575-1583 (2023) - [j242]Chuan Luo, Sizhao Wang, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi:
RHDOFS: A Distributed Online Algorithm Towards Scalable Streaming Feature Selection. IEEE Trans. Parallel Distributed Syst. 34(6): 1830-1847 (2023) - 2022
- [j241]Han Wang, Junjie Hu, Ying Song, Lei Zhang, Sen Bai, Zhang Yi:
Multi-view fusion segmentation for brain glioma on CT images. Appl. Intell. 52(7): 7890-7904 (2022) - [j240]Yong Pi, Qian Li, Xiaofeng Qi, Dan Deng, Zhang Yi:
Automated assessment of BI-RADS categories for ultrasound images using multi-scale neural networks with an order-constrained loss function. Appl. Intell. 52(11): 12943-12956 (2022) - [j239]Lei Xu, Shanluo Zhou, Jixiang Guo, Weidong Tian, Wei Tang, Zhang Yi:
Metal artifact reduction for oral and maxillofacial computed tomography images by a generative adversarial network. Appl. Intell. 52(11): 13184-13194 (2022) - [j238]Jianan Wei, Huawei Cai, Yong Pi, Zhen Zhao, Zhang Yi:
An automatic fine-grained skeleton segmentation method for whole-body bone scintigraphy using atlas-based registration. Int. J. Comput. Assist. Radiol. Surg. 17(4): 673-681 (2022) - [j237]Quan Guo, Shuai Cao, Zhang Yi:
A medical question answering system using large language models and knowledge graphs. Int. J. Intell. Syst. 37(11): 8548-8564 (2022) - [j236]Lei Xu, Yutao Xiong, Jixiang Guo, Wei Tang, Kelvin Kian Loong Wong, Zhang Yi:
An intelligent system for craniomaxillofacial defecting reconstruction. Int. J. Intell. Syst. 37(11): 9461-9479 (2022) - [j235]Ting Hu, Lizhang Xie, Lei Zhang, Guangjun Li, Zhang Yi:
Deep Multimodal Neural Network Based on Data-Feature Fusion for Patient-Specific Quality Assurance. Int. J. Neural Syst. 32(1): 2150055:1-2150055:14 (2022) - [j234]Xiaofeng Qi, Fasheng Yi, Lei Zhang, Yao Chen, Yong Pi, Yuanyuan Chen, Jixiang Guo, Jianyong Wang, Quan Guo, Jilan Li, Yi Chen, Qing Lv, Zhang Yi:
Computer-aided diagnosis of breast cancer in ultrasonography images by deep learning. Neurocomputing 472: 152-165 (2022) - [j233]Jianyong Wang, Junjie Hu, Ying Song, Qiang Wang, Xiaozhi Zhang, Sen Bai, Zhang Yi:
VMAT dose prediction in radiotherapy by using progressive refinement UNet. Neurocomputing 488: 528-539 (2022) - [j232]Yong Pi, Pei Yang, Jianan Wei, Zhen Zhao, Huawei Cai, Zhang Yi:
Fusing deep and handcrafted features for intelligent recognition of uptake patterns on thyroid scintigraphy. Knowl. Based Syst. 236: 107531 (2022) - [j231]Jianan Wei, Pei Yang, Yong Pi, Huawei Cai, Lisha Jiang, Yongzhao Xiang, Zhen Zhao, Zhang Yi:
Cross-granularity multi-task network for ischemia diagnosis and defect detection in the myocardial perfusion imaging. Knowl. Based Syst. 251: 108877 (2022) - [j230]Chuan Luo, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi:
Fusing entropy measures for dynamic feature selection in incomplete approximation spaces. Knowl. Based Syst. 252: 109329 (2022) - [j229]Chengrong Yu, Junjie Hu, Guiyuan Li, Shengqian Zhu, Sen Bai, Zhang Yi:
Segmentation for regions of interest in radiotherapy by self-supervised learning. Knowl. Based Syst. 256: 109370 (2022) - [j228]Yue Huang, Jiali Yu, Jinsong Leng, Bisen Liu, Zhang Yi:
Continuous Recurrent Neural Networks Based on Function Satlins. Neural Process. Lett. 54(2): 1293-1315 (2022) - [j227]Zhentao Gao, Yuanyuan Chen, Quan Guo, Zhang Yi:
Gram regularization for sparse and disentangled representation. Pattern Anal. Appl. 25(2): 337-349 (2022) - [j226]Yao Zhou, Xianglei Yuan, Xiaozhi Zhang, Wei Liu, Yu Wu, Gary G. Yen, Bing Hu, Zhang Yi:
Evolutionary Neural Architecture Search for Automatic Esophageal Lesion Identification and Segmentation. IEEE Trans. Artif. Intell. 3(3): 436-450 (2022) - [j225]Jianyong Wang, Haixian Zhang, Zhang Yi:
Partially Recurrent Network With Highway Connections. IEEE Trans. Cogn. Dev. Syst. 14(4): 1465-1473 (2022) - [j224]Yan Wang, Lei Zhang, Xin Shu, Yangqin Feng, Zhang Yi, Qing Lv:
Feature-Sensitive Deep Convolutional Neural Network for Multi-Instance Breast Cancer Detection. IEEE ACM Trans. Comput. Biol. Bioinform. 19(4): 2241-2251 (2022) - [j223]Xiaofeng Qi, Junjie Hu, Lei Zhang, Sen Bai, Zhang Yi:
Automated Segmentation of the Clinical Target Volume in the Planning CT for Breast Cancer Using Deep Neural Networks. IEEE Trans. Cybern. 52(5): 3446-3456 (2022) - [j222]Fang Xu, Lingling Liu, Jacek M. Zurada, Zhang Yi:
Analysis of Equilibria for a Class of Recurrent Neural Networks With Two Subnetworks. IEEE Trans. Cybern. 52(6): 4701-4716 (2022) - [j221]Wei Huang, Xin Shu, Zizhou Wang, Lei Zhang, Chaoyue Chen, Jianguo Xu, Zhang Yi:
Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation. IEEE Trans. Emerg. Top. Comput. Intell. 6(5): 1201-1210 (2022) - [j220]Wenjie Liu, Lei Zhang, Guyu Dai, Xiangbin Zhang, Guangjun Li, Zhang Yi:
Deep Neural Network With Structural Similarity Difference and Orientation-Based Loss for Position Error Classification in the Radiotherapy of Graves' Ophthalmopathy Patients. IEEE J. Biomed. Health Informatics 26(6): 2606-2614 (2022) - [j219]Jianping Gou, Xia Yuan, Lan Du, Shuyin Xia, Zhang Yi:
Hierarchical Graph Augmented Deep Collaborative Dictionary Learning for Classification. IEEE Trans. Intell. Transp. Syst. 23(12): 25308-25322 (2022) - [j218]Han Wang, Fasheng Yi, Jingling Wang, Zhang Yi, Haixian Zhang:
RECISTSup: Weakly-Supervised Lesion Volume Segmentation Using RECIST Measurement. IEEE Trans. Medical Imaging 41(7): 1849-1861 (2022) - [j217]Tao He, Hua Mao, Zhang Yi:
Subtraction Gates: Another Way to Learn Long-Term Dependencies in Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33(4): 1740-1751 (2022) - [j216]Lituan Wang, Lei Zhang, Xiaofeng Qi, Zhang Yi:
Deep Attention-Based Imbalanced Image Classification. IEEE Trans. Neural Networks Learn. Syst. 33(8): 3320-3330 (2022) - [j215]Yao Zhou, Gary G. Yen, Zhang Yi:
Evolutionary Shallowing Deep Neural Networks at Block Levels. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4635-4647 (2022) - [j214]Fan Zhang, Wenyu Chen, Mingsheng Fu, Fan Li, Hong Qu, Zhang Yi:
An Attention-Based Interactive Learning-to-Rank Model for Document Retrieval. IEEE Trans. Syst. Man Cybern. Syst. 52(9): 5770-5782 (2022) - [c46]Yue Fu, Yao Zhou, Xianglei Yuan, Wei Liu, Bing Hu, Zhang Yi:
Efficient Esophageal Lesion Detection using Polarization Regularized Network Slimming. CCIS 2022: 46-52 - [c45]Qiuyu Du, Shufan Liang, Jixiang Guo, Zhang Yi, Weiming Li, Chengdi Wang, Xiuyuan Xu:
Automatic Diagnose of Drug-Resistance Tuberculosis from CT Images Based on Deep Neural Networks. CICAI (2) 2022: 256-267 - [c44]Xia Yuan, Jianping Gou, Baosheng Yu, Jiali Yu, Zhang Yi:
Deep Dictionary Learning with an Intra-Class Constraint. ICME 2022: 1-6 - [i15]Xia Yuan, Jianping Gou, Baosheng Yu, Jiali Yu, Zhang Yi:
Deep Dictionary Learning with An Intra-class Constraint. CoRR abs/2207.06841 (2022) - 2021
- [j213]Wei Zhang, Yan Dai, Miao Liu, Yuanyuan Chen, Jie Zhong, Zhang Yi:
DeepUWF-plus: automatic fundus identification and diagnosis system based on ultrawide-field fundus imaging. Appl. Intell. 51(10): 7533-7551 (2021) - [j212]Yemei Liu, Pei Yang, Yong Pi, Lisha Jiang, Xiao Zhong, Junjun Cheng, Yongzhao Xiang, Jianan Wei, Lin Li, Zhang Yi, Huawei Cai, Zhen Zhao:
Automatic identification of suspicious bone metastatic lesions in bone scintigraphy using convolutional neural network. BMC Medical Imaging 21(1): 131 (2021) - [j211]Pei Yang, Yong Pi, Tao He, Jiangming Sun, Jianan Wei, Yongzhao Xiang, Lisha Jiang, Lin Li, Zhang Yi, Zhen Zhao, Huawei Cai:
Automatic differentiation of thyroid scintigram by deep convolutional neural network: a dual center study. BMC Medical Imaging 21(1): 179 (2021) - [j210]Kai Zhou, Nan Chen, Xiuyuan Xu, Zihuai Wang, Jixiang Guo, Lunxu Liu, Zhang Yi:
Automatic airway tree segmentation based on multi-scale context information. Int. J. Comput. Assist. Radiol. Surg. 16(2): 219-230 (2021) - [j209]Jinxin Liu, Chengdi Wang, Jixiang Guo, Jun Shao, Xiuyuan Xu, Xiaoxin Liu, Hongxia Li, Weimin Li, Zhang Yi:
RPLS-Net: pulmonary lobe segmentation based on 3D fully convolutional networks and multi-task learning. Int. J. Comput. Assist. Radiol. Surg. 16(6): 895-904 (2021) - [j208]Jianping Gou, Jun Song, Lan Du, Shaoning Zeng, Yongzhao Zhan, Zhang Yi:
Class mean-weighted discriminative collaborative representation for classification. Int. J. Intell. Syst. 36(7): 3144-3173 (2021) - [j207]Han Wang, Hao Huang, Jingling Wang, Mingtian Wei, Zhang Yi, Ziqiang Wang, Haixian Zhang:
An intelligent system of pelvic lymph node detection. Int. J. Intell. Syst. 36(8): 4088-4116 (2021) - [j206]Wenshuang Chen, Jiali Yu, Zhang Yi, Hong Qu:
The effect of coefficients on the continuous attractors in coupled Highway Neural Networks. Neurocomputing 419: 1-8 (2021) - [j205]Junjie Hu, Ying Song, Lei Zhang, Sen Bai, Zhang Yi:
Multi-scale attention U-net for segmenting clinical target volume in graves' ophthalmopathy. Neurocomputing 427: 74-83 (2021) - [j204]Wanyu Xiang, Jiali Yu, Zhang Yi, Chunxiao Wang, Qing Gao, Yong Liao:
Coexistence of continuous attractors with different dimensions for neural networks. Neurocomputing 429: 25-32 (2021) - [j203]Ting Hu, Lei Zhang, Lizhang Xie, Zhang Yi:
A multi-instance networks with multiple views for classification of mammograms. Neurocomputing 443: 320-328 (2021) - [j202]Yuanyuan Chen, Zhang Yi:
Adaptive sparse dropout: Learning the certainty and uncertainty in deep neural networks. Neurocomputing 450: 354-361 (2021) - [j201]Tao He, Jie Yao, Weidong Tian, Zhang Yi, Wei Tang, Jixiang Guo:
Cephalometric landmark detection by considering translational invariance in the two-stage framework. Neurocomputing 464: 15-26 (2021) - [j200]Yi-Fei Pu, Ni Zhang, Zhengning Wang, Jian Wang, Zhang Yi, Yan Wang, Jiliu Zhou:
Fractional-Order Retinex for Adaptive Contrast Enhancement of Under-Exposed Traffic Images. IEEE Intell. Transp. Syst. Mag. 13(1): 149-159 (2021) - [j199]Xiaofeng Qi, Junjie Hu, Zhang Yi:
Missed diagnoses detection by adversarial learning. Knowl. Based Syst. 220: 106903 (2021) - [j198]Junjie Hu, Ying Song, Qiang Wang, Sen Bai, Zhang Yi:
Incorporating historical sub-optimal deep neural networks for dose prediction in radiotherapy. Medical Image Anal. 67: 101886 (2021) - [j197]Yan Wang, Yangqin Feng, Lei Zhang, Zizhou Wang, Qing Lv, Zhang Yi:
Deep adversarial domain adaptation for breast cancer screening from mammograms. Medical Image Anal. 73: 102147 (2021) - [j196]Zizhou Wang, Lei Zhang, Xin Shu, Qing Lv, Zhang Yi:
An End-to-End Mammogram Diagnosis: A New Multi-Instance and Multiscale Method Based on Single-Image Feature. IEEE Trans. Cogn. Dev. Syst. 13(3): 535-545 (2021) - [j195]Yao Zhou, Gary G. Yen, Zhang Yi:
A Knee-Guided Evolutionary Algorithm for Compressing Deep Neural Networks. IEEE Trans. Cybern. 51(3): 1626-1638 (2021) - [j194]Shangming Yang, Lei Zhang, Xiaofei He, Zhang Yi:
Learning Manifold Structures With Subspace Segmentations. IEEE Trans. Cybern. 51(4): 1981-1992 (2021) - [j193]Wei Zhang, Xiujuan Zhao, Yuanyuan Chen, Jie Zhong, Zhang Yi:
DeepUWF: An Automated Ultra-Wide-Field Fundus Screening System via Deep Learning. IEEE J. Biomed. Health Informatics 25(8): 2988-2996 (2021) - [j192]Keping Yu, Liang Tan, Long Lin, Xiaofan Cheng, Zhang Yi, Takuro Sato:
Deep-Learning-Empowered Breast Cancer Auxiliary Diagnosis for 5GB Remote E-Health. IEEE Wirel. Commun. 28(3): 54-61 (2021) - [c43]Yueyao Huang, Shuo Huang, Han Wang, Mingtian Wei, Jingling Wang, Haixian Zhang, Ziqiang Wang, Zhang Yi:
A prior-based method for colorectal lymph node region classification via deep neural network. BIBM 2021: 1741-1748 - [c42]Jun Xie, Sijie Dang, Xiuyuan Xu, Jixiang Guo, Xiaozhi Zhang, Zhang Yi:
Application of Internet Plus: TCM Clinical Intelligent Decision Making. ICSI (2) 2021: 331-338 - 2020
- [j191]Jianping Gou, Yuanyuan Yang, Zhang Yi, Jiancheng Lv, Qirong Mao, Yongzhao Zhan:
Discriminative globality and locality preserving graph embedding for dimensionality reduction. Expert Syst. Appl. 144: 113079 (2020) - [j190]Jiali Yu, Zhang Yi, Jinsong Leng:
Line attractors of coupled ring neural networks with block circulant weight matrix. Int. J. Comput. Math. 97(3): 687-699 (2020) - [j189]Tao He, Lei Zhang, Jixiang Guo, Zhang Yi:
Multilabel classification by exploiting data-driven pair-wise label dependence. Int. J. Intell. Syst. 35(9): 1375-1396 (2020) - [j188]Han Wang, Haixian Zhang, Junjie Hu, Ying Song, Sen Bai, Zhang Yi:
DeepEC: An error correction framework for dose prediction and organ segmentation using deep neural networks. Int. J. Intell. Syst. 35(12): 1987-2008 (2020) - [j187]Jingling Wang, Rong Ju, Yuanyuan Chen, Guijun Liu, Zhang Yi:
Automated diagnosis of neonatal encephalopathy on aEEG using deep neural networks. Neurocomputing 398: 95-107 (2020) - [j186]Yong Pi, Yao Chen, Dan Deng, Xiaofeng Qi, Jilan Li, Qing Lv, Zhang Yi:
Automated diagnosis of multi-plane breast ultrasonography images using deep neural networks. Neurocomputing 403: 371-382 (2020) - [j185]Zhentao Gao, Yuanyuan Chen, Zhang Yi:
A novel method to compute the weights of neural networks. Neurocomputing 407: 409-427 (2020) - [j184]Xiuyuan Xu, Chengdi Wang, Jixiang Guo, Lan Yang, Hongli Bai, Weimin Li, Zhang Yi:
DeepLN: A framework for automatic lung nodule detection using multi-resolution CT screening images. Knowl. Based Syst. 189 (2020) - [j183]Yu Wu, Zhang Yi:
Automated detection of kidney abnormalities using multi-feature fusion convolutional neural networks. Knowl. Based Syst. 200: 105873 (2020) - [j182]Junjie Hu, Yuanyuan Chen, Lei Zhang, Zhang Yi:
Surrogate dropout: Learning optimal drop rate through proxy. Knowl. Based Syst. 206: 106340 (2020) - [j181]Lizhang Xie, Lei Zhang, Ting Hu, Haiying Huang, Zhang Yi:
Neural networks model based on an automated multi-scale method for mammogram classification. Knowl. Based Syst. 208: 106465 (2020) - [j180]Lituan Wang, Lei Zhang, Minjuan Zhu, Xiaofeng Qi, Zhang Yi:
Automatic diagnosis for thyroid nodules in ultrasound images by deep neural networks. Medical Image Anal. 61: 101665 (2020) - [j179]Tao He, Junjie Hu, Ying Song, Jixiang Guo, Zhang Yi:
Multi-task learning for the segmentation of organs at risk with label dependence. Medical Image Anal. 61: 101666 (2020) - [j178]Xiuyuan Xu, Chengdi Wang, Jixiang Guo, Yuncui Gan, Jianyong Wang, Hongli Bai, Lei Zhang, Weimin Li, Zhang Yi:
MSCS-DeepLN: Evaluating lung nodule malignancy using multi-scale cost-sensitive neural networks. Medical Image Anal. 65: 101772 (2020) - [j177]Yong Pi, Zhen Zhao, Yongzhao Xiang, Yuhao Li, Huawei Cai, Zhang Yi:
Automated diagnosis of bone metastasis based on multi-view bone scans using attention-augmented deep neural networks. Medical Image Anal. 65: 101784 (2020) - [j176]Jianping Gou, Lei Wang, Zhang Yi, Yunhao Yuan, Weihua Ou, Qirong Mao:
Weighted discriminative collaborative competitive representation for robust image classification. Neural Networks 125: 104-120 (2020) - [j175]Lituan Wang, Lei Zhang, Jianyong Wang, Zhang Yi:
Memory Mechanisms for Discriminative Visual Tracking Algorithms With Deep Neural Networks. IEEE Trans. Cogn. Dev. Syst. 12(1): 98-108 (2020) - [j174]Xiaojie Li, Jiancheng Lv, Zhang Yi:
Outlier Detection Using Structural Scores in a High-Dimensional Space. IEEE Trans. Cybern. 50(5): 2302-2310 (2020) - [j173]Tao He, Jixiang Guo, Nan Chen, Xiuyuan Xu, Zihuai Wang, Kaiyu Fu, Lunxu Liu, Zhang Yi:
MediMLP: Using Grad-CAM to Extract Crucial Variables for Lung Cancer Postoperative Complication Prediction. IEEE J. Biomed. Health Informatics 24(6): 1762-1771 (2020) - [j172]Xin Shu, Lei Zhang, Zizhou Wang, Qing Lv, Zhang Yi:
Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification. IEEE Trans. Medical Imaging 39(6): 2246-2255 (2020) - [j171]Yao Zhou, Gary G. Yen, Zhang Yi:
Evolutionary Compression of Deep Neural Networks for Biomedical Image Segmentation. IEEE Trans. Neural Networks Learn. Syst. 31(8): 2916-2929 (2020)
2010 – 2019
- 2019
- [j170]Zhentao Gao, Jie Li, Jixiang Guo, Yuanyuan Chen, Zhang Yi, Jie Zhong:
Diagnosis of Diabetic Retinopathy Using Deep Neural Networks. IEEE Access 7: 3360-3370 (2019) - [j169]Kang Li, Jixiang Guo, Zhang Yi:
A collaborative contour detector by gradient and active contours for ultrasound kidney images. Int. J. Comput. Math. 96(6): 1292-1312 (2019) - [j168]Jiangshu Wei, Jiancheng Lv, Zhang Yi:
A New Sparse Restricted Boltzmann Machine. Int. J. Pattern Recognit. Artif. Intell. 33(10): 1951004:1-1951004:23 (2019) - [j167]Sihang Chen, Jixiang Guo, Chengdi Wang, Xiuyuan Xu, Zhang Yi, Weimin Li:
DeepLNAnno: a Web-Based Lung Nodules Annotating System for CT Images. J. Medical Syst. 43(7): 197:1-197:9 (2019) - [j166]Yuanyuan Chen, Zhang Yi:
Locality-constrained least squares regression for subspace clustering. Knowl. Based Syst. 163: 51-56 (2019) - [j165]Zhang Yi, Yan Yang, Tianrui Li, Hamido Fujita:
A multitask multiview clustering algorithm in heterogeneous situations based on LLE and LE. Knowl. Based Syst. 163: 776-786 (2019) - [j164]Jianping Gou, Wenmo Qiu, Zhang Yi, Xiangjun Shen, Yongzhao Zhan, Weihua Ou:
Locality constrained representation-based K-nearest neighbor classification. Knowl. Based Syst. 167: 38-52 (2019) - [j163]Wei Zhang, Jie Zhong, Shijun Yang, Zhentao Gao, Junjie Hu, Yuanyuan Chen, Zhang Yi:
Automated identification and grading system of diabetic retinopathy using deep neural networks. Knowl. Based Syst. 175: 12-25 (2019) - [j162]Xiaofeng Qi, Lei Zhang, Yao Chen, Yong Pi, Yi Chen, Qing Lv, Zhang Yi:
Automated diagnosis of breast ultrasonography images using deep neural networks. Medical Image Anal. 52: 185-198 (2019) - [j161]Junjie Hu, Yuanyuan Chen, Zhang Yi:
Automated segmentation of macular edema in OCT using deep neural networks. Medical Image Anal. 55: 216-227 (2019) - [j160]Yuni Zeng, Hua Mao, Dezhong Peng, Zhang Yi:
Spectrogram based multi-task audio classification. Multim. Tools Appl. 78(3): 3705-3722 (2019) - [j159]Yao Zhou, Lei Zhang, Zhang Yi:
Predicting movie box-office revenues using deep neural networks. Neural Comput. Appl. 31(6): 1855-1865 (2019) - [j158]Yangxu Wang, Hua Mao, Zhang Yi:
Stem cell motion-tracking by using deep neural networks with multi-output. Neural Comput. Appl. 31(8): 3455-3467 (2019) - [j157]Mingsheng Fu, Hong Qu, Zhang Yi, Li Lu, Yongsheng Liu:
A Novel Deep Learning-Based Collaborative Filtering Model for Recommendation System. IEEE Trans. Cybern. 49(3): 1084-1096 (2019) - [j156]Yanan Sun, Gary G. Yen, Zhang Yi:
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations. IEEE Trans. Evol. Comput. 23(1): 89-103 (2019) - [j155]Yanan Sun, Gary G. Yen, Zhang Yi:
IGD Indicator-Based Evolutionary Algorithm for Many-Objective Optimization Problems. IEEE Trans. Evol. Comput. 23(2): 173-187 (2019) - [j154]Zhenan He, Gary G. Yen, Zhang Yi:
Robust Multiobjective Optimization via Evolutionary Algorithms. IEEE Trans. Evol. Comput. 23(2): 316-330 (2019) - [j153]Jianping Gou, Wenmo Qiu, Zhang Yi, Yong Xu, Qirong Mao, Yongzhao Zhan:
A Local Mean Representation-based K-Nearest Neighbor Classifier. ACM Trans. Intell. Syst. Technol. 10(3): 29:1-29:25 (2019) - [j152]