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Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for...
Yalong Liu, Jie Li, Ying Wang, Miaomiao Wang, Fan Wu, Zhicheng Jiao, Jian Yang, Xingbo Gao: Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion...
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An Attention-Guided Deep Regression Model for Landmark Detection in...
Zhusi Zhong, Jie Li, Zhenxi Zhang, Zhicheng Jiao, Xinbo Gao: An Attention-Guided Deep Regression Model for Landmark Detection in Cephalograms. CoRR abs/1906.07549 (2019)
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A sparse annotation strategy based on attention-guided active learning for 3D...
Zhenxi Zhang, Jie Li, Zhusi Zhong, Zhicheng Jiao, Xinbo Gao: A sparse annotation strategy based on attention-guided active learning for 3D medical image segmentation. CoRR abs/1906.07367 (2019)
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A Deep Learning Framework for Noise Component Detection from Resting-State...
Tae-Eui Kam, Xuyun Wen, Bing Jin, Zhicheng Jiao, Li-Ming Hsu, Zhen Zhou, Yujie Liu, Koji Yamashita, Sheng-Che Hung, Weili Lin, Han Zhang, Dinggang Shen: A Deep Learning Framework for Noise Component...
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Dynamic Routing Capsule Networks for Mild Cognitive Impairment Diagnosis.
Zhicheng Jiao, Pu Huang, Tae-Eui Kam, Li-Ming Hsu, Ye Wu, Han Zhang, Dinggang Shen: Dynamic Routing Capsule Networks for Mild Cognitive Impairment Diagnosis. MICCAI (4) 2019: 620-628
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An Attention-Guided Deep Regression Model for Landmark Detection in...
Zhusi Zhong, Jie Li, Zhenxi Zhang, Zhicheng Jiao, Xinbo Gao: An Attention-Guided Deep Regression Model for Landmark Detection in Cephalograms. MICCAI (6) 2019: 540-548
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Pre-operative Overall Survival Time Prediction for Glioblastoma Patients...
Zhenyu Tang, Yuyun Xu, Zhicheng Jiao, Junfeng Lu, Lei Jin, Abudumijiti Aibaidula, Jinsong Wu, Qian Wang, Han Zhang, Dinggang Shen: Pre-operative Overall Survival Time Prediction for Glioblastoma...
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Refined Segmentation R-CNN: A Two-Stage Convolutional Neural Network for...
Yalong Liu, Jie Li, Ying Wang, Miaomiao Wang, Xianjun Li, Zhicheng Jiao, Jian Yang, Xingbo Gao: Refined Segmentation R-CNN: A Two-Stage Convolutional Neural Network for Punctate White Matter Lesion...
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CoCa-GAN: Common-Feature-Learning-Based Context-Aware Generative Adversarial...
Pu Huang, Dengwang Li, Zhicheng Jiao, Dongming Wei, Guoshi Li, Qian Wang, Han Zhang, Dinggang Shen: CoCa-GAN: Common-Feature-Learning-Based Context-Aware Generative Adversarial Network for Glioma...
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A Coarse-to-Fine Deep Heatmap Regression Method for Adolescent Idiopathic...
Zhusi Zhong, Jie Li, Zhenxi Zhang, Zhicheng Jiao, Xinbo Gao: A Coarse-to-Fine Deep Heatmap Regression Method for Adolescent Idiopathic Scoliosis Assessment. CSI@MICCAI 2019: 101-106
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A Multi-resolution Coarse-to-Fine Segmentation Framework with Active Learning...
Zhenxi Zhang, Jie Li, Zhusi Zhong, Zhicheng Jiao, Xinbo Gao: A Multi-resolution Coarse-to-Fine Segmentation Framework with Active Learning in 3D Brain MRI. IScIDE (1) 2019: 285-298
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Decoding EEG by Visual-guided Deep Neural Networks.
Zhicheng Jiao, Haoxuan You, Fan Yang, Xin Li, Han Zhang, Dinggang Shen: Decoding EEG by Visual-guided Deep Neural Networks. IJCAI 2019: 1387-1393
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Cascade Graph Neural Networks for RGB-D Salient Object Detection.
Ao Luo, Xin Li, Fan Yang, Zhicheng Jiao, Hong Cheng, Siwei Lyu: Cascade Graph Neural Networks for RGB-D Salient Object Detection. CoRR abs/2008.03087 (2020)
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Collaborative Boundary-aware Context Encoding Networks for Error Map Prediction.
Zhenxi Zhang, Chunna Tian, Jie Li, Zhusi Zhong, Zhicheng Jiao, Xinbo Gao: Collaborative Boundary-aware Context Encoding Networks for Error Map Prediction. CoRR abs/2006.14345 (2020)
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Hybrid Graph Neural Networks for Crowd Counting.
Ao Luo, Fan Yang, Xin Li, Dong Nie, Zhicheng Jiao, Shangchen Zhou, Hong Cheng: Hybrid Graph Neural Networks for Crowd Counting. CoRR abs/2002.00092 (2020)
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A 3D Convolutional Encapsulated Long Short-Term Memory (3DConv-LSTM) Model...
Chongyue Zhao, Hongming Li, Zhicheng Jiao, Tianming Du, Yong Fan: A 3D Convolutional Encapsulated Long Short-Term Memory (3DConv-LSTM) Model for Denoising fMRI Data. MICCAI (7) 2020: 479-488
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Improving Diagnosis of Autism Spectrum Disorder and Disentangling its...
Zhicheng Jiao, Hongming Li, Yong Fan: Improving Diagnosis of Autism Spectrum Disorder and Disentangling its Heterogeneous Functional Connectivity Patterns Using Capsule Networks. ISBI 2020: 1331-1334
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Cascade Graph Neural Networks for RGB-D Salient Object Detection.
Ao Luo, Xin Li, Fan Yang, Zhicheng Jiao, Hong Cheng, Siwei Lyu: Cascade Graph Neural Networks for RGB-D Salient Object Detection. ECCV (12) 2020: 346-364
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Hybrid Graph Neural Networks for Crowd Counting.
Ao Luo, Fan Yang, Xin Li, Dong Nie, Zhicheng Jiao, Shangchen Zhou, Hong Cheng: Hybrid Graph Neural Networks for Crowd Counting. AAAI 2020: 11693-11700
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Deep Learning of Imaging Phenotype and Genotype for Predicting Overall...
Zhenyu Tang, Yuyun Xu, Lei Jin, Abudumijiti Aibaidula, Junfeng Lu, Zhicheng Jiao, Jinsong Wu, Han Zhang, Dinggang Shen: Deep Learning of Imaging Phenotype and Genotype for Predicting Overall Survival...
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Deep Learning of Static and Dynamic Brain Functional Networks for Early MCI...
Tae-Eui Kam, Han Zhang, Zhicheng Jiao, Dinggang Shen: Deep Learning of Static and Dynamic Brain Functional Networks for Early MCI Detection. IEEE Trans. Medical Imaging 39(2): 478-487 (2020)
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Progressive Sub-Band Residual-Learning Network for MR Image Super Resolution.
Xuetong Xue, Ying Wang, Jie Li, Zhicheng Jiao, Ziqi Ren, Xinbo Gao: Progressive Sub-Band Residual-Learning Network for MR Image Super Resolution. IEEE J. Biomed. Health Informatics 24(2): 377-386 (2020)
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Webly-supervised learning for salient object detection.
Ao Luo, Xin Li, Fan Yang, Zhicheng Jiao, Hong Cheng: Webly-supervised learning for salient object detection. Pattern Recognit. 103: 107308 (2020)
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Simultaneous Segmentation of Four Cardiac Chambers in Fetal Echocardiography.
Shan An, Xiaoxue Zhou, Haogang Zhu, Fangru Zhou, Yuduo Wu, Tingyang Yang, Xiangyu Liu, Yingying Zhang, Zhicheng Jiao, Yihua He: Simultaneous Segmentation of Four Cardiac Chambers in Fetal...
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A deep fusion framework for unlabeled data-driven tumor recognition.
Xiaohui Yang, Wenming Wu, Licheng Jiao, Changzhe Jiao, Zhicheng Jiao: A deep fusion framework for unlabeled data-driven tumor recognition. Pattern Recognit. 119: 108066 (2021)
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Reconstructing seen image from brain activity by visually-guided cognitive...
Ziqi Ren, Jie Li, Xuetong Xue, Xin Li, Fan Yang, Zhicheng Jiao, Xinbo Gao: Reconstructing seen image from brain activity by visually-guided cognitive representation and adversarial learning. NeuroImage...
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Quality-driven deep active learning method for 3D brain MRI segmentation.
Zhenxi Zhang, Jie Li, Chunna Tian, Zhusi Zhong, Zhicheng Jiao, Xinbo Gao: Quality-driven deep active learning method for 3D brain MRI segmentation. Neurocomputing 446: 106-117 (2021)
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A category attention instance segmentation network for four cardiac chambers...
Shan An, Haogang Zhu, Yuanshuai Wang, Fangru Zhou, Xiaoxue Zhou, Xu Yang, Yingying Zhang, Xiangyu Liu, Zhicheng Jiao, Yihua He: A category attention instance segmentation network for four cardiac...
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Mutual- and Self- Prototype Alignment for Semi-supervised Medical Image...
Zhenxi Zhang, Chunna Tian, Zhicheng Jiao: Mutual- and Self- Prototype Alignment for Semi-supervised Medical Image Segmentation. CoRR abs/2206.01739 (2022)
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Parameter-Free Latent Space Transformer for Zero-Shot Bidirectional...
Yang Li, Beiji Zou, Yulan Dai, Chengzhang Zhu, Fan Yang, Xin Li, Harrison X. Bai, Zhicheng Jiao: Parameter-Free Latent Space Transformer for Zero-Shot Bidirectional Cross-modality Liver Segmentation....
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A dynamic multi-modal fusion network for ovarian tumor differentiation.
Yang Li, Beiji Zou, Jing Wu, Yulan Dai, Harrison X. Bai, Zhicheng Jiao: A dynamic multi-modal fusion network for ovarian tumor differentiation. BIBM 2022: 767-772
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EFRNet: Efficient Feature Reconstructing Network for Real-Time Scene Parsing.
Xin Li, Fan Yang, Ao Luo, Zhicheng Jiao, Hong Cheng, Zicheng Liu: EFRNet: Efficient Feature Reconstructing Network for Real-Time Scene Parsing. IEEE Trans. Multim. 24: 2852-2865 (2022)
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Collaborative boundary-aware context encoding networks for error map prediction.
Zhenxi Zhang, Chunna Tian, Xinbo Gao, Jie Li, Zhicheng Jiao, Cui Wang, Zhusi Zhong: Collaborative boundary-aware context encoding networks for error map prediction. Pattern Recognit. 125: 108515 (2022)
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An automated COVID-19 triage pipeline using artificial intelligence based on...
Chris K. Kim, Ji Whae Choi, Zhicheng Jiao, Dongcui Wang, Jing Wu, Thomas Y. Yi, Kasey C. Halsey, Feyisope Eweje, Thi My Linh Tran, Chang Liu, Robin Wang, John Sollee, Celina Hsieh, Ken Chang, Fang-Xue...
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Common feature learning for brain tumor MRI synthesis by context-aware...
Pu Huang, Dengwang Li, Zhicheng Jiao, Dongming Wei, Bing Cao, Zhanhao Mo, Qian Wang, Han Zhang, Dinggang Shen: Common feature learning for brain tumor MRI synthesis by context-aware generative...
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Discriminative error prediction network for semi-supervised colon gland...
Zhenxi Zhang, Chunna Tian, Harrison X. Bai, Zhicheng Jiao, Xilan Tian: Discriminative error prediction network for semi-supervised colon gland segmentation. Medical Image Anal. 79: 102458 (2022)
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Dynamic prototypical feature representation learning framework for...
Zhenxi Zhang, Chunna Tian, Xinbo Gao, Cui Wang, Xue Feng, Harrison X. Bai, Zhicheng Jiao: Dynamic prototypical feature representation learning framework for semi-supervised skin lesion segmentation....
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SMC-UDA: Structure-Modal Constraint for Unsupervised Cross-Domain Renal...
Zhusi Zhong, Jie Li, Lulu Bi, Li Yang, Ihab Kamel, Rama Chellappa, Xinbo Gao, Harrison Bai, Zhicheng Jiao: SMC-UDA: Structure-Modal Constraint for Unsupervised Cross-Domain Renal Segmentation. CoRR...
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Cross-supervised Dual Classifiers for Semi-supervised Medical Image...
Zhenxi Zhang, Ran Ran, Chunna Tian, Heng Zhou, Fan Yang, Xin Li, Zhicheng Jiao: Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation. CoRR abs/2305.16216 (2023)
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Self-aware and Cross-sample Prototypical Learning for Semi-supervised Medical...
Zhenxi Zhang, Ran Ran, Chunna Tian, Heng Zhou, Xin Li, Fan Yang, Zhicheng Jiao: Self-aware and Cross-sample Prototypical Learning for Semi-supervised Medical Image Segmentation. CoRR abs/2305.16214 (2023)
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Active Learning in Brain Tumor Segmentation with Uncertainty Sampling,...
Daniel D. Kim, Rajat S. Chandra, Jian Peng, Jing Wu, Xue Feng, Michael Atalay, Chetan Bettegowda, Craig Jones, Haris I. Sair, Wei-hua Liao, Chengzhang Zhu, Beiji Zou, Li Yang, Anahita Fathi Kazerooni,...
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Deep Clustering Survival Machines with Interpretable Expert Distributions.
Bojian Hou, Hongming Li, Zhicheng Jiao, Zhen Zhou, Hao Zheng, Yong Fan: Deep Clustering Survival Machines with Interpretable Expert Distributions. CoRR abs/2301.11826 (2023)
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Improving Outcome Prediction of Pulmonary Embolism by De-biased...
Zhusi Zhong, Jie Li, Shreyas Kulkarni, Yang Li, Fayez H. Fayad, Helen Zhang, Sun Ho Ahn, Harrison Bai, Xinbo Gao, Michael Atalay, Zhicheng Jiao: Improving Outcome Prediction of Pulmonary Embolism by...
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Self-aware and Cross-Sample Prototypical Learning for Semi-supervised Medical...
Zhenxi Zhang, Ran Ran, Chunna Tian, Heng Zhou, Xin Li, Fan Yang, Zhicheng Jiao: Self-aware and Cross-Sample Prototypical Learning for Semi-supervised Medical Image Segmentation. MICCAI (2) 2023: 192-201
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Deep Clustering Survival Machines with Interpretable Expert Distributions.
Bojian Hou, Hongming Li, Zhicheng Jiao, Zhen Zhou, Hao Zheng, Yong Fan: Deep Clustering Survival Machines with Interpretable Expert Distributions. ISBI 2023: 1-4
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Robust Scene Parsing by Mining Supportive Knowledge From Dataset.
Ao Luo, Fan Yang, Xin Li, Yuezun Li, Zhicheng Jiao, Hong Cheng, Siwei Lyu: Robust Scene Parsing by Mining Supportive Knowledge From Dataset. IEEE Trans. Neural Networks Learn. Syst. 34(5): 2633-2646...
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AC-E Network: Attentive Context-Enhanced Network for Liver Segmentation.
Yang Li, Beiji Zou, Peishan Dai, Miao Liao, Harrison X. Bai, Zhicheng Jiao: AC-E Network: Attentive Context-Enhanced Network for Liver Segmentation. IEEE J. Biomed. Health Informatics 27(8): 4052-4061...
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MGL: Mutual Graph Learning for Camouflaged Object Detection.
Qiang Zhai, Xin Li, Fan Yang, Zhicheng Jiao, Ping Luo, Hong Cheng, Zicheng Liu: MGL: Mutual Graph Learning for Camouflaged Object Detection. IEEE Trans. Image Process. 32: 1897-1910 (2023)
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Reconstructing controllable faces from brain activity with hierarchical...
Ziqi Ren, Jie Li, Xuetong Xue, Xin Li, Fan Yang, Zhicheng Jiao, Xinbo Gao: Reconstructing controllable faces from brain activity with hierarchical multiview representations. Neural Networks 166:...
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An Implicit-Explicit Prototypical Alignment Framework for Semi-Supervised...
Chunna Tian, Zhenxi Zhang, Xinbo Gao, Heng Zhou, Ran Ran, Zhicheng Jiao: An Implicit-Explicit Prototypical Alignment Framework for Semi-Supervised Medical Image Segmentation. IEEE J. Biomed. Health...
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