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ORCIDTianfu Wang 0001
Tian-Fu Wang 0001
Person information
- affiliation: Shenzhen University, Marshall Laboratory of Biomedical Engineering, China
- affiliation (PhD 1997): Sichuan University, Chengdu, China
Other persons with the same name
- Tianfu Wang 0002
![[0000-0002-4386-3354]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-4386-3354")
— University of Science and Technology of China, Hefei, China (and 1 more) - Tianfu Wang 0003 — Chinese Academy of Sciences, Shenyang Institute of Automation, China
- Tianfu Wang 0004 — Tsinghua University, Division of Intelligent and Biomechanical System, State Key Laboratory of Tribology, Beijing, China
- Tianfu Wang 0005 — Wuhan University, School of Resource and Environmental Science, China
- Tianfu Wang 0006 — ETH Zürich, Department of Computer Science, Switzerland
- Tianfu Wang 0007 — University of Maryland, College Park, MD, USA
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2020 – today
- 2025
[j138]Cheng Zhao, Yuanlin Liu, Weiling Chen, Zhuo Xiang, Yiyao Liu, Bei Xia, Jing Qin, Tianfu Wang, Baiying Lei:
Multi-scale frequency feature fusion transformer for pediatric echocardiography analysis. Appl. Soft Comput. 173: 112950 (2025)- [j137]Mohammed Abdelaziz, Tianfu Wang, Waqas Anwaar, Ahmed Elazab:
Multi-scale multimodal deep learning framework for Alzheimer's disease diagnosis. Comput. Biol. Medicine 184: 109438 (2025) - [j136]Zhuo Xiang, Xiaoyu Tian, Yiyao Liu, Minsi Chen, Cheng Zhao, Li-Na Tang, En-Sheng Xue, Qi Zhou, Bin Shen, Fang Li, Qin Chen, Hong-Yuan Xue, Qing Tang, Ying-Jia Li, Lei Liang, Bin Wang, Quan-Shui Li, Chang-Jun Wu, Tian-Tian Ren, Jin-Yu Wu, Tianfu Wang, Wen-Ying Liu, Kun Yan, Bo-Ji Liu, Li-Ping Sun, Chong-Ke Zhao, Hui-Xiong Xu, Baiying Lei:
Federated learning via multi-attention guided UNet for thyroid nodule segmentation of ultrasound images. Neural Networks 181: 106754 (2025) - [j135]Yu Ren, Youyi Song, Mingzhu Li, Liangge He, Chunlun Xiao, Peng Yang, Yongtao Zhang, Cheng Zhao, Tianfu Wang, Guangqian Zhou, Baiying Lei:
An object detection-based model for automated screening of stem-cells senescence during drug screening. Neural Networks 183: 106940 (2025) - [j134]Yiyao Liu, Jinyao Li, Yi Yang, Cheng Zhao, Yongtao Zhang, Peng Yang, Lei Dong, Xiaofei Deng, Ting Zhu, Tianfu Wang, Wei Jiang, Baiying Lei:
ABVS breast tumour segmentation via integrating CNN with dilated sampling self-attention and feature interaction Transformer. Neural Networks 187: 107312 (2025) - [j133]Baiying Lei, Gege Cai, Yun Zhu, Tianfu Wang, Lei Dong, Cheng Zhao, Xinzhi Hu, Huijun Zhu, Lin Lu, Feng Feng, Ming Feng, Renzhi Wang:
Self-Supervised Multi-Scale Multi-Modal Graph Pool Transformer for Sellar Region Tumor Diagnosis. IEEE J. Biomed. Health Informatics 29(4): 2758-2771 (2025) - [j132]Guanghui Yue, Guibin Zhuo, Tianwei Zhou, Weide Liu, Tianfu Wang, Qiuping Jiang:
Adaptive Cross-Feature Fusion Network With Inconsistency Guidance for Multi-Modal Brain Tumor Segmentation. IEEE J. Biomed. Health Informatics 29(5): 3148-3158 (2025) - [j131]Chunlun Xiao, Anqi Zhu, Chunmei Xia, Zifeng Qiu, Yuanlin Liu, Cheng Zhao, Weiwei Ren, Lifan Wang, Lei Dong, Tianfu Wang, Lehang Guo, Baiying Lei:
Attention-Guided Learning With Feature Reconstruction for Skin Lesion Diagnosis Using Clinical and Ultrasound Images. IEEE Trans. Medical Imaging 44(1): 543-555 (2025) - [j130]Yiyao Liu, Jinyao Li, Cheng Zhao, Yongtao Zhang, Qian Chen, Jing Qin, Lei Dong, Tianfu Wang, Wei Jiang, Baiying Lei:
FAMF-Net: Feature Alignment Mutual Attention Fusion With Region Awareness for Breast Cancer Diagnosis via Imbalanced Data. IEEE Trans. Medical Imaging 44(3): 1153-1167 (2025) - [j129]Guanghui Yue, Shaoping Zhang, Tianwei Zhou, Bin Jiang, Weide Liu, Tianfu Wang:
Pyramid Network With Quality-Aware Contrastive Loss for Retinal Image Quality Assessment. IEEE Trans. Medical Imaging 44(3): 1416-1431 (2025) - [c127]Wenzheng Hu, Zhenghua Guan, Nina Cheng, Ao Zhang, Yi Liu, Tianfu Wang, Baiying Lei:
Multi-Modal Fusion Network Integrating Imaging and Clinical Tabular Data for Alzheimer's Disease Classification. ISBI 2025: 1-4 - [c126]Yiyao Liu, Peng Yang, Tianfu Wang, Baiying Lei:
Utilizing State Space Model for Diffusion Processes in Breast Tumor Pathological Image Super-Resolution. ISBI 2025: 1-4 - [c125]Xuan Zhang, Yue Ding, Jionglin Wu, Haoxian Liu, Yongtao Zhang, Tianfu Wang, Baiying Lei:
Knowledge-Aware Multi-Source Domain Adaptation Network for Osteoporosis Diagnosis from Ultrasonic Radio Frequency Signals. ISBI 2025: 1-4 - 2024
- [j128]Liping Yang, Tianfu Wang, Jinling Zhang, Shi Kang, Shichuan Xu, Kezheng Wang:
Deep learning-based automatic segmentation of meningioma from T1-weighted contrast-enhanced MRI for preoperative meningioma differentiation using radiomic features. BMC Medical Imaging 24(1): 56 (2024) - [j127]Yunlong Sun, Jingge Lian, Ze Teng, Ziyi Wei, Yi Tang, Liu Yang, Yajuan Gao, Tianfu Wang, Hongfeng Li, Meng Xu, Baiying Lei:
COVID-19 diagnosis based on swin transformer model with demographic information fusion and enhanced multi-head attention mechanism. Expert Syst. Appl. 243: 122805 (2024) - [j126]Baiying Lei, Yafeng Li, Wanyi Fu, Peng Yang, Shaobin Chen, Tianfu Wang, Xiaohua Xiao, Tianye Niu, Yu Fu, Shuqiang Wang, Hongbin Han, Jing Qin:
Alzheimer's disease diagnosis from multi-modal data via feature inductive learning and dual multilevel graph neural network. Medical Image Anal. 97: 103213 (2024) - [j125]Jiajun Liang, Huijuan Pan, Zhuo Xiang, Jing Qin, Yali Qiu, Libao Guo, Tianfu Wang, Wei Jiang, Baiying Lei:
Echocardiographic segmentation based on semi-supervised deep learning with attention mechanism. Multim. Tools Appl. 83(12): 36953-36973 (2024) - [j124]Guanghui Yue, Jie Gao, Lvyin Duan, Jingfeng Du, Weiqing Yan, Shuigen Wang, Tianfu Wang:
Colorectal endoscopic image enhancement via unsupervised deep learning. Multim. Tools Appl. 83(40): 88363-88385 (2024) - [j123]Jing Zhang, Yingpeng Xie, Dandan Sun, Ruidong Huang, Tianfu Wang, Baiying Lei, Kuntao Chen:
Multi-national CT image-label pairs synthesis for COVID-19 diagnosis via few-shot generative adversarial networks adaptation. Neural Comput. Appl. 36(9): 5007-5019 (2024) - [j122]Guanghui Yue, Guibin Zhuo, Weiqing Yan, Tianwei Zhou, Chang Tang, Peng Yang, Tianfu Wang:
Boundary uncertainty aware network for automated polyp segmentation. Neural Networks 170: 390-404 (2024) - [j121]Jie Du, Wei Li, Peng Liu, Chi-Man Vong, Yongke You, Baiying Lei, Tianfu Wang:
Federated learning using model projection for multi-center disease diagnosis with non-IID data. Neural Networks 178: 106409 (2024) - [j120]Baiying Lei, Yu Liang, Jiayi Xie, You Wu, Enmin Liang, Yong Liu, Peng Yang, Tianfu Wang, Chuan-Ming Liu, Jichen Du, Xiaohua Xiao, Shuqiang Wang:
Hybrid federated learning with brain-region attention network for multi-center Alzheimer's disease detection. Pattern Recognit. 153: 110423 (2024) - [j119]Guanghui Yue, Houlu Xiao, Hai Xie, Tianwei Zhou, Wei Zhou, Weiqing Yan, Baoquan Zhao, Tianfu Wang, Qiuping Jiang:
Dual-Constraint Coarse-to-Fine Network for Camouflaged Object Detection. IEEE Trans. Circuits Syst. Video Technol. 34(5): 3286-3298 (2024) - [j118]Guanghui Yue, Jie Gao, Runmin Cong, Tianwei Zhou, Leida Li, Tianfu Wang:
Deep Pyramid Network for Low-Light Endoscopic Image Enhancement. IEEE Trans. Circuits Syst. Video Technol. 34(5): 3834-3845 (2024) - [j117]Jie Du, Chuyang Chen, Yuanman Li, Yaolin Zhu, Peng Liu, Tianfu Wang:
SMOD: An Accurate and Efficient Segmentation-Based Medical Object Detector. IEEE Trans. Emerg. Top. Comput. Intell. 8(6): 4106-4118 (2024) - [j116]Guanghui Yue, Yuanyan Li, Shangjie Wu, Bin Jiang, Tianwei Zhou, Weiqing Yan, Hanhe Lin, Tianfu Wang:
Dual-Domain Feature Interaction Network for Automatic Colorectal Polyp Segmentation. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [j115]Guanghui Yue, Shangjie Wu, Jie Du, Tianwei Zhou, Bin Jiang, Tianfu Wang:
Adaptive Context Aggregation Network With Prediction-Aware Decoding for Multimodal Brain Tumor Segmentation. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [j114]Guanghui Yue, Peishan Wei, Tianwei Zhou, Youyi Song, Cheng Zhao, Tianfu Wang, Baiying Lei:
Specificity-Aware Federated Learning With Dynamic Feature Fusion Network for Imbalanced Medical Image Classification. IEEE J. Biomed. Health Informatics 28(11): 6373-6383 (2024) - [j113]Zifeng Qiu, Peng Yang, Chunlun Xiao, Shuqiang Wang, Xiaohua Xiao, Jing Qin, Chuan-Ming Liu, Tianfu Wang, Baiying Lei:
3D Multimodal Fusion Network With Disease-Induced Joint Learning for Early Alzheimer's Disease Diagnosis. IEEE Trans. Medical Imaging 43(9): 3161-3175 (2024) - [j112]Guanghui Yue, Honglv Wu, Qiuping Jiang, Tianwei Zhou, Weiqing Yan, Tianfu Wang:
Perceptual Quality Assessment of Retouched Face Images. IEEE Trans. Multim. 26: 5741-5752 (2024) - [j111]Jie Du, Peng Liu, Chi-Man Vong, Chuangquan Chen, Tianfu Wang, C. L. Philip Chen:
Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11332-11345 (2024) - [j110]Cheng Zhao, Peng Yang, Feng Zhou, Guanghui Yue, Shuigen Wang, Huisi Wu, Guoliang Chen, Tianfu Wang, Baiying Lei:
MHW-GAN: Multidiscriminator Hierarchical Wavelet Generative Adversarial Network for Multimodal Image Fusion. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13713-13727 (2024) - [j109]Jie Du, Xiaoci Zhang, Peng Liu, Chi-Man Vong, Tianfu Wang:
An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation. IEEE Trans. Neural Networks Learn. Syst. 35(11): 15372-15386 (2024) - [c124]Yu Liang, Chen Zhao, Tianfu Wang, Ziwen Peng, Peng Yang, Baiying Lei:
OCD Diagnosis with Multiple Spatial Similarity-Aware Learning and Diffusion Structure-Aware Graph Convolutional Network. BIBM 2024: 3481-3484 - [c123]Zhenghua Guan, Peng Yang, Haijun Lei, Bao Yang, Xuegang Song, Lei Dong, Xueqin Yan, Cuimei Wei, Chunhua Liang, Xiaohua Xiao, Tianfu Wang, Baiying Lei:
Spatiotemporal Feature Extraction and Fusion for Longitudinal Alzheimer's Disease Diagnosis. BI (2) 2024: 12-23 - [c122]Jiaqiang Li, Peng Yang, Jiuwen Cao, Zhenghua Guan, Junlong Qu, Lei Dong, Xueqin Yan, Cuimei Wei, Chunhua Liang, Xiaohua Xiao, Tianfu Wang, Baiying Lei:
Intelligent Diagnosis Platform for Alzheimer's Disease Based on Multi-modal Knowledge Graph. BI (2) 2024: 24-35 - [c121]Tuo Cai, Baiying Lei, Xueqin Yan, Cuimei Wei, Chunhua Liang, Xiaohua Xiao, Yunzhu Yang, Tianfu Wang, Peng Yang:
Federated Multi-source Domain Adaptation via Vision Transformer for Multi-site Alzheimer's Diagnosis. BI (2) 2024: 36-46 - [c120]Jiaqiang Li, Peng Yang, Junlong Qu, Bao Yang, Zhenghua Guan, Xuegang Song, Xiaohua Xiao, Tianfu Wang, Baiying Lei:
Dual Attention Graph Convolutional Network Fusing Imaging and Genetic Data for Early Alzheimer's Disease Diagnosis. EMBC 2024: 1-4 - [c119]Xupeng Wang, Zhuo Xiang, Xiaoyu Tian, Cheng Zhao, Chuan-Ming Liu, Tianfu Wang, Chong-Ke Zhao, Bai Ying Lei:
Via Multi-attention Guided UNet for Thyroid Nodule Segmentation of Ultrasound Images. EMBC 2024: 1-4 - [c118]Zhenghua Guan, Xuegang Song, Peng Yang, Jiaqiang Li, Bao Yang, Xiaohua Xiao, Chuanming Liu, Tianfu Wang, Baiying Lei:
Multi-scale 3D Convolutional LSTM for Longitudinal Alzheimer's Disease Identification. ISBI 2024: 1-5 - [c117]Xupeng Wang, Zhuo Xiang, Weiling Chen, Chuan-Ming Liu, Xiaoyu Tian, Cheng Zhao, Shumin Fan, Wei Yu, Xunyi Chen, Tianfu Wang, Bei Xia, Baiying Lei:
Key Point Guide Network for Infant Echocardiographic Segmentation. ISBI 2024: 1-4 - [c116]Yingpeng Xie, Junlong Qu, Hai Xie, Tianfu Wang, Baiying Lei:
DiffDGSS: Generalizable Retinal Image Segmentation with Deterministic Representation from Diffusion Models. MICCAI (8) 2024: 166-176 - [c115]Feifei Jin, Cheng Zhao, Peng Yang, Zhuo Xiang, Xunyi Chen, Yu Zhang, Shumin Fan, Luyao Zhou, Weiling Chen, Tianfu Wang, Baiying Lei:
Multimodality Frequency Feature Customized Learning for Pediatric Ventricular Septal Defects Identification. LDTM/MMMI/ML4MHD/ML-CDS@MICCAI 2024: 248-259 - [c114]Xiang Dong, Hai Xie, Li Li, Bao Yang, Tianfu Wang, Baiying Lei:
A Novel Diffusion Model with Wavelet Transform for Optic Disc and Cup Segmentation in Fundus Images. PRCV (15) 2024: 63-76 - [c113]Li Li, Youyi Song, Xiang Dong, Peng Yang, Tianfu Wang, Baiying Lei:
Misclassification Detection via Counterexample Learning for Trustworthy Cervical Cancer Screening. PRCV (11) 2024: 187-200 - [c112]Feifei Jin, Cheng Zhao, Zhuo Xiang, Xunyi Chen, Yu Zhang, Shumin Fan, Luyao Zhou, Weiling Chen, Tianfu Wang, Baiying Lei:
Multi-modality Correlation Learning Network for Pediatric Ventricular Septal Defects Identification. PRCV (15) 2024: 270-286 - 2023
- [j108]Guanghui Yue, Yuan Li, Tianwei Zhou, Xiaoyan Zhou, Yun Liu, Tianfu Wang:
Attention-Driven Cascaded Network for Diabetic Retinopathy Grading from Fundus Images. Biomed. Signal Process. Control. 80(Part): 104370 (2023) - [j107]Jing Zhang, Yiyao Liu, Baiying Lei, Dandan Sun, Siqi Wang, Changning Zhou, Xing Ding, Yang Chen, Fen Chen, Tianfu Wang, Ruidong Huang, Kuntao Chen:
GIONet: Global information optimized network for multi-center COVID-19 diagnosis via COVID-GAN and domain adversarial strategy. Comput. Biol. Medicine 163: 107113 (2023) - [j106]Peng Yang, Wei Zheng, Qiong Yang, Xiaohua Xiao, Tianfu Wang, Baiying Lei, Ziwen Peng:
OCD diagnosis via smooth sparse network and fused sparse auto-encoder learning. Expert Syst. Appl. 216: 119389 (2023) - [j105]Hai Xie, Yaling Liu, Haijun Lei, Tiancheng Song, Guanghui Yue, Yueshanyi Du, Tianfu Wang, Guoming Zhang, Baiying Lei:
Adversarial learning-based multi-level dense-transmission knowledge distillation for AP-ROP detection. Medical Image Anal. 84: 102725 (2023) - [j104]Baiying Lei, Yun Zhu, Shuangzhi Yu, Huoyou Hu, Yanwu Xu, Guanghui Yue, Tianfu Wang, Cheng Zhao, Shaobin Chen, Peng Yang, Xuegang Song, Xiaohua Xiao, Shuqiang Wang:
Multi-scale enhanced graph convolutional network for mild cognitive impairment detection. Pattern Recognit. 134: 109106 (2023) - [j103]Guanghui Yue, Di Cheng, Tianwei Zhou, Jingwen Hou, Weide Liu, Long Xu, Tianfu Wang, Jun Cheng:
Perceptual Quality Assessment of Enhanced Colonoscopy Images: A Benchmark Dataset and an Objective Method. IEEE Trans. Circuits Syst. Video Technol. 33(10): 5549-5561 (2023) - [j102]Guanghui Yue, Siying Li, Tianwei Zhou, Miaohui Wang, Jingfeng Du, Qiuping Jiang, Wei Gao, Tianfu Wang, Jun Lv:
Adaptive Context Exploration Network for Polyp Segmentation in Colonoscopy Images. IEEE Trans. Emerg. Top. Comput. Intell. 7(2): 487-499 (2023) - [j101]Jie Du, Kai Guan, Yanhong Zhou, Yuanman Li, Tianfu Wang:
Parameter-Free Similarity-Aware Attention Module for Medical Image Classification and Segmentation. IEEE Trans. Emerg. Top. Comput. Intell. 7(3): 845-857 (2023) - [j100]Guanghui Yue, Siying Li, Runmin Cong, Tianwei Zhou, Baiying Lei, Tianfu Wang:
Attention-Guided Pyramid Context Network for Polyp Segmentation in Colonoscopy Images. IEEE Trans. Instrum. Meas. 72: 1-13 (2023) - [j99]Guanghui Yue, Peishan Wei, Yun Liu, Yu Luo, Jingfeng Du, Tianfu Wang:
Automated Endoscopic Image Classification via Deep Neural Network With Class Imbalance Loss. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [j98]Jie Du, Kai Guan, Peng Liu, Yuanman Li, Tianfu Wang:
Boundary-Sensitive Loss Function With Location Constraint for Hard Region Segmentation. IEEE J. Biomed. Health Informatics 27(2): 992-1003 (2023) - [j97]Guanghui Yue, Guibin Zhuo, Siying Li, Tianwei Zhou, Jingfeng Du, Weiqing Yan, Jingwen Hou, Weide Liu, Tianfu Wang:
Benchmarking Polyp Segmentation Methods in Narrow-Band Imaging Colonoscopy Images. IEEE J. Biomed. Health Informatics 27(7): 3360-3371 (2023) - [j96]Jie Du, Xiaoci Zhang, Peng Liu, Tianfu Wang:
Coarse-Refined Consistency Learning Using Pixel-Level Features for Semi-Supervised Medical Image Segmentation. IEEE J. Biomed. Health Informatics 27(8): 3970-3981 (2023) - [j95]Guanghui Yue, Peishan Wei, Tianwei Zhou, Qiuping Jiang, Weiqing Yan, Tianfu Wang:
Toward Multicenter Skin Lesion Classification Using Deep Neural Network With Adaptively Weighted Balance Loss. IEEE Trans. Medical Imaging 42(1): 119-131 (2023) - [j94]Xuegang Song, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Yi Lei, Tianfu Wang, Baiying Lei:
Multicenter and Multichannel Pooling GCN for Early AD Diagnosis Based on Dual-Modality Fused Brain Network. IEEE Trans. Medical Imaging 42(2): 354-367 (2023) - [j93]Yingpeng Xie, Qiwei Wan, Hai Xie, Yanwu Xu, Tianfu Wang, Shuqiang Wang, Baiying Lei:
Fundus Image-Label Pairs Synthesis and Retinopathy Screening via GANs With Class-Imbalanced Semi-Supervised Learning. IEEE Trans. Medical Imaging 42(9): 2714-2725 (2023) - [j92]Baiying Lei, Yun Zhu, Enmin Liang, Peng Yang, Shaobin Chen, Huoyou Hu, Haoran Xie, Ziyi Wei, Fei Hao, Xuegang Song, Tianfu Wang, Xiaohua Xiao, Shuqiang Wang, Hongbin Han:
Federated Domain Adaptation via Transformer for Multi-Site Alzheimer's Disease Diagnosis. IEEE Trans. Medical Imaging 42(12): 3651-3664 (2023) - [j91]Zejian Chen, Wei Zhuo, Tianfu Wang, Jun Cheng, Wufeng Xue, Dong Ni:
Semi-Supervised Representation Learning for Segmentation on Medical Volumes and Sequences. IEEE Trans. Medical Imaging 42(12): 3972-3986 (2023) - [j90]Guanghui Yue, Di Cheng, Leida Li, Tianwei Zhou, Hantao Liu, Tianfu Wang:
Semi-Supervised Authentically Distorted Image Quality Assessment With Consistency-Preserving Dual-Branch Convolutional Neural Network. IEEE Trans. Multim. 25: 6499-6511 (2023) - [j89]Jie Du, Yanhong Zhou, Peng Liu, Chi-Man Vong, Tianfu Wang:
Parameter-Free Loss for Class-Imbalanced Deep Learning in Image Classification. IEEE Trans. Neural Networks Learn. Syst. 34(6): 3234-3240 (2023) - [c111]Namu Baima, Tianfu Wang, Chong-Ke Zhao, Siping Chen, Chen Zhao, Baiying Lei:
Dense Swin Transformer for Classification of Thyroid Nodules. EMBC 2023: 1-4 - [c110]Yu Liang, Meijuan Long, Peng Yang, Tianfu Wang, Juan Jiao, Baiying Lei:
Fused Brain Functional Connectivity Network and Edge-attention Graph Convolution Network for Fibromyalgia Syndrome Diagnosis. EMBC 2023: 1-5 - [c109]Xiaoyu Tian, Simin Ruan, Zhuo Xiang, Mingde Li, Cheng Zhao, Minsi Chen, Danni He, Namu Baima, Wei Wang, Siping Chen, Tianfu Wang, Baiying Lei:
A Two-stage Diagnostic Framework for Post-ablation Treatment Response Assessment in Patients with Hepatocellular Carcinoma. EMBC 2023: 1-4 - [c108]Jing Zhang, Yiyao Liu, Baiying Lei, Dandan Sun, Ruidong Huang, Tianfu Wang, Siping Chen, Kuntao Chen:
Graph Convolution and Self-attention Enhanced CNN with Domain Adaptation for Multi-site COVID-19 Diagnosis. EMBC 2023: 1-4 - [c107]Yongtao Zhang, Ning Yuan, Bing Liu, Aocai Yang, Hongwei Yu, Kuan Lv, Jixin Luan, Pianpian Hu, Haijun Lei, Tianfu Wang, Guolin Ma, Baiying Lei:
USBDAN: Unsupervised Scale-aware and Boundary-aware Domain Adaptive Network for Gastric Tumor Segmentation. EMBC 2023: 1-4 - [c106]Chunlun Xiao, Anqi Zhu, Chunmei Xia, Yuanlin Liu, Zifeng Qiu, Qiao Wang, Weiwei Ren, Dandan Shan, Tianfu Wang, Lehang Guo, Baiying Lei:
Dual-Branch Multimodal Fusion Network for Skin Lesions Diagnosis using Clinical and Ultrasound Image. ISBI 2023: 1-4 - [c105]Jing Zhang, Yingpeng Xie, Dandan Sun, Ruidong Huang, Tianfu Wang, Baiying Lei, Kuntao Chen:
Multi-national COVID-19 CT Image-label Pairs Synthesis via Few-Shot GANs Adaptation. ISBI 2023: 1-4 - 2022
- [j88]Yujian Liu, Jie Du, Chi-Man Vong, Guanghui Yue, Juan Yu, Yuli Wang, Baiying Lei, Tianfu Wang:
Scale-adaptive super-feature based MetricUNet for brain tumor segmentation. Biomed. Signal Process. Control. 73: 103442 (2022) - [j87]Guanghui Yue, Wanwan Han, Siying Li, Tianwei Zhou, Jun Lv, Tianfu Wang:
Automated polyp segmentation in colonoscopy images via deep network with lesion-aware feature selection and refinement. Biomed. Signal Process. Control. 78: 103846 (2022) - [j86]Zhuo Xiang, Qiuluan Zhuo, Cheng Zhao, Xiaofei Deng, Ting Zhu, Tianfu Wang, Wei Jiang, Baiying Lei:
Self-supervised multi-modal fusion network for multi-modal thyroid ultrasound image diagnosis. Comput. Biol. Medicine 150: 106164 (2022) - [j85]Rugang Zhang, Jinfeng Zhao, Hai Xie, Tianfu Wang, Guozhen Chen, Guoming Zhang, Baiying Lei:
Automatic diagnosis for aggressive posterior retinopathy of prematurity via deep attentive convolutional neural network. Expert Syst. Appl. 187: 115843 (2022) - [j84]Baiying Lei, Enmin Liang, Mengya Yang, Peng Yang, Feng Zhou, Ee-Leng Tan, Yi Lei, Chuan-Ming Liu, Tianfu Wang, Xiaohua Xiao, Shuqiang Wang:
Predicting clinical scores for Alzheimer's disease based on joint and deep learning. Expert Syst. Appl. 187: 115966 (2022) - [j83]Baiying Lei, Yuwen Zhang, Dongdong Liu, Yanwu Xu, Guanghui Yue, Jiuwen Cao, Huoyou Hu, Shuangzhi Yu, Peng Yang, Tianfu Wang, Yali Qiu, Xiaohua Xiao, Shuqiang Wang:
Longitudinal study of early mild cognitive impairment via similarity-constrained group learning and self-attention based SBi-LSTM. Knowl. Based Syst. 254: 109466 (2022) - [j82]Peng Yang, Cheng Zhao, Qiong Yang, Wei Zheng, Xiaohua Xiao, Li Shen, Tianfu Wang, Baiying Lei, Ziwen Peng:
Diagnosis of obsessive-compulsive disorder via spatial similarity-aware learning and fused deep polynomial network. Medical Image Anal. 75: 102244 (2022) - [j81]Shengfeng Liu, Fangfei Ge, Lin Zhao, Tianfu Wang, Dong Ni, Tianming Liu:
NAS-optimized topology-preserving transfer learning for differentiating cortical folding patterns. Medical Image Anal. 77: 102316 (2022) - [j80]Yongtao Zhang, Ning Yuan, Zhiguo Zhang, Jie Du, Tianfu Wang, Bing Liu, Aocai Yang, Kuan Lv, Guolin Ma, Baiying Lei:
Unsupervised domain selective graph convolutional network for preoperative prediction of lymph node metastasis in gastric cancer. Medical Image Anal. 79: 102467 (2022) - [j79]Cheng Zhao, Weiling Chen, Jing Qin, Peng Yang, Zhuo Xiang, Alejandro F. Frangi, Minsi Chen, Shumin Fan, Wei Yu, Xunyi Chen, Bei Xia, Tianfu Wang, Baiying Lei:
IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography. Medical Image Anal. 82: 102648 (2022) - [j78]Wufeng Xue, Zejian Chen, Tianfu Wang, Shuo Li, Dong Ni:
Regional Cardiac Motion Scoring With Multi-Scale Motion-Based Spatial Attention. IEEE J. Biomed. Health Informatics 26(7): 3116-3126 (2022) - [j77]Guanghui Yue, Wanwan Han, Bin Jiang, Tianwei Zhou, Runmin Cong, Tianfu Wang:
Boundary Constraint Network With Cross Layer Feature Integration for Polyp Segmentation. IEEE J. Biomed. Health Informatics 26(8): 4090-4099 (2022) - [j76]Wufeng Xue, Heng Cao, Junqiang Ma, Ti Bai, Tianfu Wang, Dong Ni:
Improved Segmentation of Echocardiography With Orientation-Congruency of Optical Flow and Motion-Enhanced Segmentation. IEEE J. Biomed. Health Informatics 26(12): 6105-6115 (2022) - [c104]Guanghui Yue, Di Cheng, Honglv Wu, Qiuping Jiang, Tianfu Wang:
Improving IQA Performance Based on Deep Mutual Learning. ICIP 2022: 2182-2186 - [c103]Mingzhu Li, Liangge He, Xinglie Wang, Tianfu Wang, Guanghui Yue, Guangqian Zhou, Baiying Lei:
Faster R-CNN for IPSC-Derived Mesenchymal Stromal Cells Senescent Detection from Bright-Field Microscopy. ISBI 2022: 1-4 - [c102]Chunmei Xia, Yue Ding, Jionglin Wu, Wenqiang Luo, Peidong Guo, Tianfu Wang, Baiying Lei:
Multi-channel Residual Neural Network Based on Squeeze-and-Excitation for Osteoporosis Diagnosis. CLIP@MICCAI 2022: 12-21 - [c101]Zifeng Qiu, Peng Yang, Tianfu Wang, Baiying Lei:
Hybrid Network Based on Cross-Modal Feature Fusion for Diagnosis of Alzheimer's Disease. EPIMI/ML-CDS@MICCAI 2022: 87-99 - [c100]Chunlun Xiao, Mingzhu Li, Liangge He, Xuegang Song, Tianfu Wang, Baiying Lei:
Swin Faster R-CNN for Senescence Detection of Mesenchymal Stem Cells in Bright-Field Images. MOVI@MICCAI 2022: 167-176 - [c99]Yuan Li, Guanghui Yue, Lvyin Duan, Honglv Wu, Tianfu Wang:
Multi-information Aggregation Network for Fundus Image Quality Assessment. VCIP 2022: 1-5 - 2021
- [j75]Cheng Zhao, Bei Xia, Weiling Chen, Libao Guo, Jie Du, Tianfu Wang, Baiying Lei:
Multi-scale wavelet network algorithm for pediatric echocardiographic segmentation via hierarchical feature guided fusion. Appl. Soft Comput. 107: 107386 (2021) - [j74]Guanghui Yue, Jinqi Liao, Yongjun Wang, Liangge He, Tianfu Wang, Guangqian Zhou, Baiying Lei:
Quality evaluation of induced pluripotent stem cell colonies by fusing multi-source features. Comput. Methods Programs Biomed. 208: 106235 (2021) - [j73]Mohammed Abdelaziz, Tianfu Wang, Ahmed Elazab:
Alzheimer's disease diagnosis framework from incomplete multimodal data using convolutional neural networks. J. Biomed. Informatics 121: 103863 (2021) - [j72]Xuegang Song, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Yi Lei, Tianfu Wang, Baiying Lei:
Graph convolution network with similarity awareness and adaptive calibration for disease-induced deterioration prediction. Medical Image Anal. 69: 101947 (2021) - [j71]Hai Xie, Xianlu Zeng, Haijun Lei, Jie Du, Jiantao Wang, Guoming Zhang, Jiuwen Cao, Tianfu Wang, Baiying Lei:
Cross-attention multi-branch network for fundus diseases classification using SLO images. Medical Image Anal. 71: 102031 (2021) - [j70]Libao Guo, Baiying Lei, Weiling Chen, Jie Du, Alejandro F. Frangi, Jing Qin, Cheng Zhao, Pengpeng Shi, Bei Xia, Tianfu Wang:
Dual attention enhancement feature fusion network for segmentation and quantitative analysis of paediatric echocardiography. Medical Image Anal. 71: 102042 (2021) - [j69]Anjany Sekuboyina, Malek El Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukacka, Christian Payer, Darko Stern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Kevin Brown, Alexandre Kirszenberg, Élodie Puybareau, Di Chen, Yiwei Bai, Brandon H. Rapazzo, Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Hou, Zhiqiang He, Chan Zeng, Zheng Xiangshang, Xu Liming, Tucker J. Netherton, Raymond P. Mumme, Laurence E. Court, Zixun Huang, Chenhang He, Li-Wen Wang, Sai Ho Ling, Lê Duy Huynh, Nicolas Boutry, Roman Jakubícek, Jirí Chmelík, Supriti Mulay, Mohanasankar Sivaprakasam, Johannes C. Paetzold, Suprosanna Shit, Ivan Ezhov, Benedikt Wiestler, Ben Glocker, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke:
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images. Medical Image Anal. 73: 102166 (2021) - [j68]Baiying Lei, Nina Cheng, Alejandro F. Frangi, Yichen Wei, Bihan Yu, Lingyan Liang, Wei Mai, Gaoxiong Duan, Xiucheng Nong, Chong Li, Jiahui Su, Tianfu Wang, Lihua Zhao, Demao Deng, Zhiguo Zhang:
Auto-weighted centralised multi-task learning via integrating functional and structural connectivity for subjective cognitive decline diagnosis. Medical Image Anal. 74: 102248 (2021) - [j67]Baiying Lei, Xianlu Zeng, Shan Huang, Rugang Zhang, Guozhen Chen, Jinfeng Zhao, Tianfu Wang, Jiantao Wang, Guoming Zhang:
Automated detection of retinopathy of prematurity by deep attention network. Multim. Tools Appl. 80(30): 36341-36360 (2021) - [j66]Cheng Zhao, Tianfu Wang, Baiying Lei:
Medical image fusion method based on dense block and deep convolutional generative adversarial network. Neural Comput. Appl. 33(12): 6595-6610 (2021) - [j65]Peng Yang, Feng Zhou, Dong Ni, Yanwu Xu, Siping Chen, Tianfu Wang, Baiying Lei:
Fused Sparse Network Learning for Longitudinal Analysis of Mild Cognitive Impairment. IEEE Trans. Cybern. 51(1): 233-246 (2021) - [j64]Xuegang Song, Haimei Li, Wenwen Gao, Yue Chen, Tianfu Wang, Guolin Ma, Baiying Lei:
Augmented Multicenter Graph Convolutional Network for COVID-19 Diagnosis. IEEE Trans. Ind. Informatics 17(9): 6499-6509 (2021) - [j63]Yongtao Zhang, Haimei Li, Jie Du, Jing Qin, Tianfu Wang, Yue Chen, Bing Liu, Wenwen Gao, Guolin Ma, Baiying Lei:
3D Multi-Attention Guided Multi-Task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification. IEEE Trans. Medical Imaging 40(6): 1618-1631 (2021) - [j62]Xin Yang, Haoran Dou, Ruobing Huang, Wufeng Xue, Yuhao Huang, Jikuan Qian, Yuanji Zhang, Huanjia Luo, Huizhi Guo, Tianfu Wang, Yi Xiong, Dong Ni:
Agent With Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound. IEEE Trans. Medical Imaging 40(7): 1950-1961 (2021) - [c98]Yafeng Li, Yiyao Liu, Tianfu Wang, Baiying Lei:
Alzheimer's Disease Prediction via the Association of Single Nucleotide Polymorphism with Brain Regions. CCBR 2021: 102-111 - [c97]Zhiwei Chen, Wenqiang Luo, Qi Zhang, Baiying Lei, Tianfu Wang, Zhong Chen, Yuan Fu, Peidong Guo, Changchuan Li, Teng Ma, Yue Ding, Jiang Liu:
Osteoporosis Diagnosis Based on Ultrasound Radio Frequency Signal via Multi-channel Convolutional Neural Network. EMBC 2021: 832-835 - [c96]Yanhong Zhou, Jie Du, Kai Guan, Tianfu Wang:
Multi-modal Broad Learning System for Medical Image and Text-based Classification. EMBC 2021: 3439-3442 - [c95]Xinglie Wang, Jinqi Liao, Guanghui Yue, Liangge He, Tianfu Wang, Guangqian Zhou, Beiying Lei:
Induced Pluripotent Stem Cells Detection via Ensemble Yolo Network. EMBC 2021: 3738-3741 - [c94]Yiyao Liu, Yi Yang, Wei Jiang, Tianfu Wang, Baiying Lei:
3D Deep Attentive U-Net with Transformer for Breast Tumor Segmentation from Automated Breast Volume Scanner. EMBC 2021: 4011-4014 - [c93]Minsi Chen, Cheng Zhao, Xiaoxian Tian, Yujian Liu, Tianfu Wang, Baiying Lei:
Placental Super Micro-vessels Segmentation Based on ResNeXt with Convolutional Block Attention and U-Net. EMBC 2021: 4015-4018 - [c92]Yiyao Liu, Yi Yang, Wei Jiang, Tianfu Wang, Baiying Lei:
Semi-supervised Attention-Guided VNet for Breast Cancer Detection via Multi-task Learning. ICIG (2) 2021: 559-570 - [c91]Wanwan Han, Guanghui Yue, Lvyin Duan, Xue Bai, Jingfeng Du, Tianwei Zhou, Tianfu Wang:
CEID: Benchmark Dataset for Designing Segmentation Algorithms of Instruments Used in Colorectal Endoscopy. ICIG (2) 2021: 618-629 - [c90]Yanhong Zhou, Jie Du, Yujian Liu, Yali Qiu, Tianfu Wang:
CD Loss: A Class-Center Based Distribution Loss for Discriminative Feature Learning in Medical Image Classification. ICIG (2) 2021: 630-640 - [c89]Xinglie Wang, Jinqi Liao, Guanghui Yue, Liangge He, Mingzhu Li, Enmin Liang, Tianfu Wang, Guangqian Zhou, Baiying Lei:
Semi-supervised Yolo Network for Induced Pluripotent Stem Cells Detection. ICIG (2) 2021: 797-808 - [c88]Shaobin Chen, Rugang Zhang, Guozhen Chen, Jinfeng Zhao, Tianfu Wang, Guoming Zhang, Baiying Lei:
Attention-guided Deep Multi-instance Learning for Staging Retinopathy of Prematurity. ISBI 2021: 1025-1028 - [c87]Cheng Zhao, Bei Xia, Libao Guo, Jie Du, Weiling Chen, Tianfu Wang, Baiying Lei:
Multi-scale Wavelet Network Algorithm for Pediatric Echocardiographic Segmentation via Feature Fusion. ISBI 2021: 1402-1405 - [c86]Yali Qiu, Shuangzhi Yu, Yanhong Zhou, Dongdong Liu, Xuegang Song, Tianfu Wang, Baiying Lei:
Multi-channel Sparse Graph Transformer Network for Early Alzheimer's Disease Identification. ISBI 2021: 1794-1797 - [c85]Yafeng Li, Yiyao Liu, Tianfu Wang, Baiying Lei:
A Method for Predicting Alzheimer's Disease Based on the Fusion of Single Nucleotide Polymorphisms and Magnetic Resonance Feature Extraction. ML-CDS@MICCAI 2021: 105-115 - [c84]Zhuo Xiang, Cheng Zhao, Libao Guo, Yali Qiu, Yun Zhu, Peng Yang, Wei Xiong, Mingzhu Li, Minsi Chen, Tianfu Wang, Baiying Lei:
Multi-directional Attention Network for Segmentation of Pediatric Echocardiographic. PRCV (3) 2021: 502-512 - [i11]Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei:
A New Weighting Scheme for Fan-beam and Circle Cone-beam CT Reconstructions. CoRR abs/2101.01886 (2021) - [i10]Xin Yang, Haoran Dou, Ruobing Huang, Wufeng Xue, Yuhao Huang, Jikuan Qian, Yuanji Zhang, Huanjia Luo, Huizhi Guo, Tianfu Wang, Yi Xiong, Dong Ni:
Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound. CoRR abs/2103.14502 (2021) - [i9]Zejian Chen, Wei Zhuo, Tianfu Wang, Wufeng Xue, Dong Ni:
Bootstrap Representation Learning for Segmentation on Medical Volumes and Sequences. CoRR abs/2106.12153 (2021) - 2020
- [j61]Yongjun Wang, Baiying Lei, Ahmed Elazab, Ee-Leng Tan, Wei Wang, Fanglin Huang, Xuehao Gong, Tianfu Wang:
Breast Cancer Image Classification via Multi-Network Features and Dual-Network Orthogonal Low-Rank Learning. IEEE Access 8: 27779-27792 (2020) - [j60]Yujin Hu, Bei Xia, Muyi Mao, Zelong Jin, Jie Du, Libao Guo, Alejandro F. Frangi, Baiying Lei, Tianfu Wang:
AIDAN: An Attention-Guided Dual-Path Network for Pediatric Echocardiography Segmentation. IEEE Access 8: 29176-29187 (2020) - [j59]Zhen Yu, Feng Jiang, Feng Zhou, Xinzi He, Dong Ni, Siping Chen, Tianfu Wang, Baiying Lei:
Convolutional descriptors aggregation via cross-net for skin lesion recognition. Appl. Soft Comput. 92: 106281 (2020) - [j58]Dong Sun, Yi Wang, Dong Ni, Tianfu Wang:
AutoPath: Image-Specific Inference for 3D Segmentation. Frontiers Neurorobotics 14: 49 (2020) - [j57]Baiying Lei, Nina Cheng, Alejandro F. Frangi, Ee-Leng Tan, Jiuwen Cao, Peng Yang, Ahmed Elazab, Jie Du, Yanwu Xu, Tianfu Wang:
Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease. Medical Image Anal. 61: 101652 (2020) - [j56]Fanglin Huang, Ee-Leng Tan, Peng Yang, Shan Huang, Le Ou-Yang, Jiuwen Cao, Tianfu Wang, Baiying Lei:
Self-weighted adaptive structure learning for ASD diagnosis via multi-template multi-center representation. Medical Image Anal. 63: 101662 (2020) - [j55]Baiying Lei, Zaimin Xia, Feng Jiang, Xudong Jiang, Zongyuan Ge, Yanwu Xu, Jie Du, Siping Chen, Tianfu Wang, Shuqiang Wang:
Skin lesion segmentation via generative adversarial networks with dual discriminators. Medical Image Anal. 64: 101716 (2020) - [j54]Baiying Lei, Feng Jiang, Feng Zhou, Dong Ni, Yuan Yao, Siping Chen, Tianfu Wang:
Hybrid descriptor for placental maturity grading. Multim. Tools Appl. 79(29-30): 21223-21239 (2020) - [j53]Mohammad Hamghalam, Tianfu Wang, Baiying Lei:
High tissue contrast image synthesis via multistage attention-GAN: Application to segmenting brain MR scans. Neural Networks 132: 43-52 (2020) - [j52]Ahmed Elazab, Changmiao Wang, Syed Jamal Safdar Gardezi, Hongmin Bai, Qingmao Hu, Tianfu Wang, Chunqi Chang, Baiying Lei:
GP-GAN: Brain tumor growth prediction using stacked 3D generative adversarial networks from longitudinal MR Images. Neural Networks 132: 321-332 (2020) - [j51]Baiying Lei, Mengya Yang, Peng Yang, Feng Zhou, Wen Hou, Wenbin Zou, Xia Li, Tianfu Wang, Xiaohua Xiao, Shuqiang Wang:
Deep and joint learning of longitudinal data for Alzheimer's disease prediction. Pattern Recognit. 102: 107247 (2020) - [j50]Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei:
An End-to-End Deep Network for Reconstructing CT Images Directly From Sparse Sinograms. IEEE Trans. Computational Imaging 6: 1548-1560 (2020) - [j49]Xu Zhou, Rafael Molina, Yi Ma, Tianfu Wang, Dong Ni:
Parameter-Free Gaussian PSF Model for Extended Depth of Field in Brightfield Microscopy. IEEE Trans. Image Process. 29: 3227-3238 (2020) - [j48]Jinbao Dong, Shengfeng Liu, Yimei Liao, Huaxuan Wen, Baiying Lei, Shengli Li, Tianfu Wang:
A Generic Quality Control Framework for Fetal Ultrasound Cardiac Four-Chamber Planes. IEEE J. Biomed. Health Informatics 24(4): 931-942 (2020) - [j47]Haoming Li, Jinghui Fang, Shengfeng Liu, Xiaowen Liang, Xin Yang, Zixin Mai, Manh The Van, Tianfu Wang, Zhiyi Chen, Dong Ni:
CR-Unet: A Composite Network for Ovary and Follicle Segmentation in Ultrasound Images. IEEE J. Biomed. Health Informatics 24(4): 974-983 (2020) - [j46]Yi Wang, Na Wang, Min Xu, Junxiong Yu, Chenchen Qin, Xiao Luo, Xin Yang, Tianfu Wang, Anhua Li, Dong Ni:
Deeply-Supervised Networks With Threshold Loss for Cancer Detection in Automated Breast Ultrasound. IEEE Trans. Medical Imaging 39(4): 866-876 (2020) - [c83]Mohammad Hamghalam, Baiying Lei, Tianfu Wang:
High Tissue Contrast MRI Synthesis Using Multi-Stage Attention-GAN for Segmentation. AAAI 2020: 4067-4074 - [c82]Ahmed Elazab, Changmiao Wang, Syed Jamal Safdar Gardezi, Hongmin Bai, Tianfu Wang, Baiying Lei, Chunqi Chang:
Glioma Growth Prediction via Generative Adversarial Learning from Multi-Time Points Magnetic Resonance Images. EMBC 2020: 1750-1753 - [c81]Mohammad Hamghalam, Tianfu Wang, Jie Du, Baiying Lei:
Transforming Intensity Distribution of Brain Lesions Via Conditional Gans for Segmentation. ISBI 2020: 1-4 - [c80]Dongdong Liu, Yanwu Xu, Ahmed Elazab, Peng Yang, Wei Wang, Tianfu Wang, Baiying Lei:
Longitudinal Analysis of Mild Cognitive Impairment via Sparse Smooth Network and Attention-Based Stacked Bi-Directional Long-Short Term Memory. ISBI 2020: 1-4 - [c79]Zaimin Xia, Guanghui Yue, Yanwu Xu, Chiyu Feng, Mengya Yang, Tianfu Wang, Baiying Lei:
A Novel End-to-End Hybrid Network for Alzheimer's Disease Detection Using 3D CNN and 3D CLSTM. ISBI 2020: 1-4 - [c78]Yongtao Zhang, Baiying Lei, Chao Fu, Jie Du, Xinjian Zhu, Xiaowei Han, Lei Du, Wenwen Gao, Tianfu Wang, Guolin Ma:
HBNet: Hybrid Blocks Network for Segmentation of Gastric Tumor from Ordinary CT Images. ISBI 2020: 1-4 - [c77]Enmin Liang, Ahmed Elazab, Shuang Liang, Qiong Wang, Tianfu Wang, Baiying Lei:
Walking Imagery Evaluation Based on Multi-view Features and Stacked Denoising Auto-encoder Network. ISBI 2020: 1896-1899 - [c76]Nina Cheng, Alejandro Frangi, Zhiguo Zhang, Denao Deng, Lihua Zhao, Tianfu Wang, Yichen Wei, Bihan Yu, Wei Mai, Gaoxiong Duan, Xiucheng Nong, Chong Li, Jiahui Su, Baiying Lei:
Self-weighted Multi-task Learning for Subjective Cognitive Decline Diagnosis. MICCAI (7) 2020: 104-113 - [c75]Xuegang Song, Alejandro F. Frangi, Xiaohua Xiao, Jiuwen Cao, Tianfu Wang, Baiying Lei:
Integrating Similarity Awareness and Adaptive Calibration in Graph Convolution Network to Predict Disease. MICCAI (7) 2020: 124-133 - [c74]Rugang Zhang, Jinfeng Zhao, Guozhen Chen, Hai Xie, Guanghui Yue, Tianfu Wang, Guoming Zhang, Baiying Lei:
An Automated Aggressive Posterior Retinopathy of Prematurity Diagnosis System by Squeeze and Excitation Hierarchical Bilinear Pooling Network. OMIA@MICCAI 2020: 165-174 - [c73]Shuangzhi Yu, Shuqiang Wang, Xiaohua Xiao, Jiuwen Cao, Guanghui Yue, Dongdong Liu, Tianfu Wang, Yanwu Xu, Baiying Lei:
Multi-scale Enhanced Graph Convolutional Network for Early Mild Cognitive Impairment Detection. MICCAI (7) 2020: 228-237 - [c72]Peng Yang, Qiong Yang, Wei Zheng, Li Shen, Tianfu Wang, Ziwen Peng, Baiying Lei:
Spatial Similarity-Aware Learning and Fused Deep Polynomial Network for Detection of Obsessive-Compulsive Disorder. MICCAI (7) 2020: 603-612 - [i8]Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei:
A deep network for sinogram and CT image reconstruction. CoRR abs/2001.07150 (2020) - [i7]Anjany Sekuboyina, Malek El Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li, Giles Tetteh, Jan Kukacka, Christian Payer, Darko Stern, Martin Urschler, Maodong Chen, Dalong Cheng, Nikolas Lessmann, Yujin Hu, Tianfu Wang, Dong Yang, Daguang Xu, Felix Ambellan, Tamaz Amiranashvili, Moritz Ehlke, Hans Lamecker, Sebastian Lehnert, Marilia Lirio, Nicolás Pérez de Olaguer, Heiko Ramm, Manish Sahu, Alexander Tack, Stefan Zachow, Tao Jiang, Xinjun Ma, Christoph Angerman, Xin Wang, Kevin Brown, Alexandre Kirszenberg, Élodie Puybareau, Di Chen, Yiwei Bai, Brandon H. Rapazzo, Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Hou, Zhiqiang He, Chan Zeng, Xiangshang Zheng, Liming Xu, Tucker J. Netherton, Raymond P. Mumme, Laurence E. Court, Zixun Huang, Chenhang He, Li-Wen Wang, Sai Ho Ling, Lê Duy Huynh, Nicolas Boutry, Roman Jakubícek, Jirí Chmelík, Supriti Mulay, Mohanasankar Sivaprakasam, Johannes C. Paetzold, Suprosanna Shit, Ivan Ezhov, Benedikt Wiestler, Ben Glocker, Alexander Valentinitsch, Markus Rempfler, Björn H. Menze, Jan S. Kirschke:
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images. CoRR abs/2001.09193 (2020) - [i6]Mohammad Hamghalam, Baiying Lei, Tianfu Wang:
High Tissue Contrast MRI Synthesis Using Multi-Stage Attention-GAN for Glioma Segmentation. CoRR abs/2006.05030 (2020) - [i5]Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei:
A model-guided deep network for limited-angle computed tomography. CoRR abs/2008.03988 (2020) - [i4]Mohammad Hamghalam, Baiying Lei, Tianfu Wang:
Convolutional 3D to 2D Patch Conversion for Pixel-wise Glioma Segmentation in MRI Scans. CoRR abs/2010.10612 (2020)
2010 – 2019
- 2019
- [j45]Chiyu Feng, Ahmed El-Azab, Peng Yang, Tianfu Wang, Feng Zhou, Huoyou Hu, Xiaohua Xiao, Baiying Lei:
Deep Learning Framework for Alzheimer's Disease Diagnosis via 3D-CNN and FSBi-LSTM. IEEE Access 7: 63605-63618 (2019) - [j44]Jinfeng Zhao, Baiying Lei, Zhenquan Wu, Yinsheng Zhang, Yafeng Li, Li Wang, Ruyin Tian, Yi Chen, Dahui Ma, Jiantao Wang, Tianfu Wang, Guozhen Chen, Jian Zeng, Guoming Zhang:
A Deep Learning Framework for Identifying Zone I in RetCam Images. IEEE Access 7: 103530-103537 (2019) - [j43]Ahmed El-Azab, Ahmed M. Anter, Hongmin Bai, Qingmao Hu, Zakir Hussain, Dong Ni, Tianfu Wang, Baiying Lei:
An optimized generic cerebral tumor growth modeling framework by coupling biomechanical and diffusive models with treatment effects. Appl. Soft Comput. 80: 617-627 (2019) - [j42]Zehui Lin, Shengli Li, Dong Ni, Yimei Liao, Huaxuan Wen, Jie Du, Siping Chen, Tianfu Wang, Baiying Lei:
Multi-task learning for quality assessment of fetal head ultrasound images. Medical Image Anal. 58 (2019) - [j41]Baiying Lei, Xin Zhao, Haijun Lei, Dong Ni, Siping Chen, Feng Zhou, Tianfu Wang:
Multipurpose watermarking scheme via intelligent method and chaotic map. Multim. Tools Appl. 78(19): 27085-27107 (2019) - [j40]Zhen Yu, Xudong Jiang, Feng Zhou, Jing Qin, Dong Ni, Siping Chen, Baiying Lei, Tianfu Wang:
Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features. IEEE Trans. Biomed. Eng. 66(4): 1006-1016 (2019) - [j39]Hang Li, Xinzi He, Feng Zhou, Zhen Yu, Dong Ni, Siping Chen, Tianfu Wang, Baiying Lei:
Dense Deconvolutional Network for Skin Lesion Segmentation. IEEE J. Biomed. Health Informatics 23(2): 527-537 (2019) - [j38]Baiying Lei, Peng Yang, Yinan Zhuo, Feng Zhou, Dong Ni, Siping Chen, Xiaohua Xiao, Tianfu Wang:
Neuroimaging Retrieval via Adaptive Ensemble Manifold Learning for Brain Disease Diagnosis. IEEE J. Biomed. Health Informatics 23(4): 1661-1673 (2019) - [j37]Youyi Song, Ee-Leng Tan, Xudong Jiang, Jie-Zhi Cheng, Baiying Lei, Tianfu Wang:
Corrections to "Accurate Cervical Cell Segmentation From Overlapping Clumps in Pap Smear Images". IEEE Trans. Medical Imaging 38(6): 1543 (2019) - [j36]Yi Wang, Dong Ni, Haoran Dou, Xiaowei Hu, Lei Zhu, Xin Yang, Ming Xu, Jing Qin, Pheng-Ann Heng, Tianfu Wang:
Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound. IEEE Trans. Medical Imaging 38(12): 2768-2778 (2019) - [c71]Mohammad Hamghalam, Baiying Lei, Tianfu Wang:
Convolutional 3D to 2D Patch Conversion for Pixel-Wise Glioma Segmentation in MRI Scans. BrainLes@MICCAI (1) 2019: 3-12 - [c70]Mohammad Hamghalam, Baiying Lei, Tianfu Wang:
Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans. BrainLes@MICCAI (1) 2019: 153-162 - [c69]Nina Cheng, Ahmed El-Azab, Peng Yang, Dongdong Liu, Shuangzhi Yu, Tianfu Wang, Baiying Lei:
Low Rank Self-calibrated Brain Network Estimation and Autoweighted Centralized Multi-Task Learning for Early Mild Cognitive Impairment Diagnosis. EMBC 2019: 185-188 - [c68]Mengya Yang, Ahmed El-Azab, Peng Yang, Zaimin Xia, Tianfu Wang, Baiying Lei:
Joint and Long Short-Term Memory Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal Data. EMBC 2019: 281-284 - [c67]Rian Huang, Jiajun Liang, Feng Jiang, Feng Zhou, Nina Cheng, Tianfu Wang, Baiying Lei:
MelanomaNet: An Effective Network for Melanoma Detection. EMBC 2019: 1613-1616 - [c66]Yujin Hu, Libao Guo, Baiying Lei, Muyi Mao, Zelong Jin, Ahmed Elazab, Bei Xia, Tianfu Wang:
Fully Automatic Pediatric Echocardiography Segmentation Using Deep Convolutional Networks Based on BiSeNet. EMBC 2019: 6561-6564 - [c65]Yongjun Wang, Fanglin Huang, Yongtao Zhang, Rugang Zhang, Baiying Lei, Tianfu Wang:
Breast Cancer Image Classification via Multi-level Dual-network Features and Sparse Multi-Relation Regularized Learning. EMBC 2019: 7023-7026 - [c64]Feng Jiang, Feng Zhou, Jing Qin, Tianfu Wang, Baiying Lei:
Decision-Augmented Generative Adversarial Network for Skin Lesion Segmentation. ISBI 2019: 447-450 - [c63]Fanglin Huang, Ahmed El-Azab, Le Ou-Yang, Joseph Tan, Tianfu Wang, Baiying Lei:
Sparse Low-rank Constrained Adaptive Structure Learning using Multi-template for Autism Spectrum Disorder Diagnosis. ISBI 2019: 1555-1558 - [c62]Xin Zhao, Feng Zhou, Le Ou-Yang, Tianfu Wang, Baiying Lei:
Graph Convolutional Network Analysis for Mild Cognitive Impairment Prediction. ISBI 2019: 1598-1601 - [c61]Chuanlu Lin, Yi Wang, Tianfu Wang, Dong Ni:
Segmentation and Recovery of Pathological MR Brain Images Using Transformed Low-Rank and Structured Sparse Decomposition. ISBI 2019: 1878-1881 - [c60]Zejian Chen, Wufeng Xue, Tianfu Wang, Dong Ni:
Cardiac Motion Scoring Based on CNN with Attention Mechanism. ISICDM 2019: 128-132 - [c59]Chiyu Feng, Lili Jin, Chuangyong Xu, Peng Yang, Tianfu Wang, Baiying Lei, Ziwen Peng:
Deep Learning via Fused Bidirectional Attention Stacked Long Short-Term Memory for Obsessive-Compulsive Disorder Diagnosis and Risk Screening. PRIME@MICCAI 2019: 34-43 - [c58]Jiajun Liang, Rian Huang, Peiyao Kong, Shengli Li, Tianfu Wang, Baiying Lei:
SPRNet: Automatic Fetal Standard Plane Recognition Network for Ultrasound Images. SUSI/PIPPI@MICCAI 2019: 38-46 - [c57]Shuangzhi Yu, Guanghui Yue, Ahmed Elazab, Xuegang Song, Tianfu Wang, Baiying Lei:
Multi-scale Graph Convolutional Network for Mild Cognitive Impairment Detection. GLMI@MICCAI 2019: 79-87 - [c56]Libao Guo, Yujin Hu, Baiying Lei, Jie Du, Muyi Mao, Zelong Jin, Bei Xia, Tianfu Wang:
Dual Network Generative Adversarial Networks for Pediatric Echocardiography Segmentation. SUSI/PIPPI@MICCAI 2019: 113-122 - [c55]Jinbao Dong, Shengfeng Liu, Tianfu Wang:
ARVBNet: Real-Time Detection of Anatomical Structures in Fetal Ultrasound Cardiac Four-Chamber Planes. MLMECH/CVII-STENT@MICCAI 2019: 130-137 - [c54]Peng Yang, Lili Jin, Chuangyong Xu, Tianfu Wang, Baiying Lei, Ziwen Peng:
OCD Diagnosis via Smoothing Sparse Network and Stacked Sparse Auto-Encoder Learning. GLMI@MICCAI 2019: 155-163 - [c53]Rugang Zhang, Jinfeng Zhao, Guozhen Chen, Tianfu Wang, Guoming Zhang, Baiying Lei:
Aggressive Posterior Retinopathy of Prematurity Automated Diagnosis via a Deep Convolutional Network. OMIA@MICCAI 2019: 165-172 - [c52]Guozhen Chen, Jinfeng Zhao, Rugang Zhang, Tianfu Wang, Guoming Zhang, Baiying Lei:
Automated Stage Analysis of Retinopathy of Prematurity Using Joint Segmentation and Multi-instance Learning. OMIA@MICCAI 2019: 173-181 - [c51]Fanglin Huang, Peng Yang, Shan Huang, Le Ou-Yang, Tianfu Wang, Baiying Lei:
Multi-template Based Auto-Weighted Adaptive Structural Learning for ASD Diagnosis. MLMI@MICCAI 2019: 516-524 - [i3]Yi Wang, Haoran Dou, Xiaowei Hu, Lei Zhu, Xin Yang, Ming Xu, Jing Qin, Pheng-Ann Heng, Tianfu Wang, Dong Ni:
Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound. CoRR abs/1907.01743 (2019) - [i2]Mohammad Hamghalam, Baiying Lei, Tianfu Wang:
Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans. CoRR abs/1909.13640 (2019) - [i1]Xinzi He, Baiying Lei, Tianfu Wang:
SANet: Superpixel Attention Network for Skin Lesion Attributes Detection. CoRR abs/1910.08995 (2019) - 2018
- [j35]Ahmed El-Azab, Yousry M. AbdulAzeem, Ahmed M. Anter, Qingmao Hu, Tianfu Wang, Baiying Lei:
Macroscopic Cerebral Tumor Growth Modeling From Medical Images: A Review. IEEE Access 6: 30663-30679 (2018) - [j34]Jue Peng, Xiaojian Peng, Hu Tang, Xiaozhen Li, Ruimin Chen, Yang Li, Tianfu Wang, Siping Chen, K. Kirk Shung, Qifa Zhou:
Fabrication and Performance of a Miniaturized and Integrated Endoscope Ultrasound Convex Array for Digestive Tract Imaging. IEEE Trans. Biomed. Eng. 65(1): 140-148 (2018) - [j33]Jing Li, Yi Wang, Baiying Lei, Jie-Zhi Cheng, Jing Qin, Tianfu Wang, Shengli Li, Dong Ni:
Automatic Fetal Head Circumference Measurement in Ultrasound Using Random Forest and Fast Ellipse Fitting. IEEE J. Biomed. Health Informatics 22(1): 215-223 (2018) - [j32]Zhen Yu, Ee-Leng Tan, Dong Ni, Jing Qin, Siping Chen, Shengli Li, Baiying Lei, Tianfu Wang:
A Deep Convolutional Neural Network-Based Framework for Automatic Fetal Facial Standard Plane Recognition. IEEE J. Biomed. Health Informatics 22(3): 874-885 (2018) - [c50]Ahmed El-Azab, Hongmin Bai, Mengya Yang, Qingmao Hu, Minh Hung Le, Tianfu Wang, Baiying Lei:
A Coupled Modified Reaction Diffusion and Biomechanical Models for Cerebral Tumor Growth Modeling in Presence of Treatment. EMBC 2018: 758-761 - [c49]Mengya Yang, Peng Yang, Ahmed El-Azab, Wen Hou, Xia Li, Tianfu Wang, Wenbin Zou, Baiying Lei:
Join and Deep Ensemble Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal and Incomplete Data*. EMBC 2018: 1254-1257 - [c48]Hang Li, Xinzi He, Zhen Yu, Feng Zhou, Jie-Zhi Cheng, Limin Huang, Tianfu Wang, Baiying Lei:
Skin Lesion Segmentation via Dense Connected Deconvolutional Network. ICPR 2018: 671-675 - [c47]Na Wang, Yi Wang, Huifang Wang, Baiying Lei, Tianfu Wang, Dong Ni:
Auto-context fully convolutional network for levator hiatus segmentation in ultrasoudn images. ISBI 2018: 1479-1482 - [c46]Feng Jiang, Dong Ni, Siping Chen, Yuan Yao, Minh Hung Le, Tianfu Wang, Baiying Lei:
Placental maturity grading via hybrid descriptors based on fisher vector. ISBI 2018: 1517-1520 - [c45]Zehui Lin, Minh Hung Le, Dong Ni, Siping Chen, Shengli Li, Tianfu Wang, Baiying Lei:
Quality Assessment of Fetal Head Ultrasound Images Based on Faster R-CNN. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI 2018: 38-46 - [c44]Chiyu Feng, Ahmed El-Azab, Peng Yang, Tianfu Wang, Baiying Lei, Xiaohua Xiao:
3D Convolutional Neural Network and Stacked Bidirectional Recurrent Neural Network for Alzheimer's Disease Diagnosis. PRIME@MICCAI 2018: 138-146 - [c43]Peiyao Kong, Dong Ni, Siping Chen, Shengli Li, Tianfu Wang, Baiying Lei:
Automatic and Efficient Standard Plane Recognition in Fetal Ultrasound Images via Multi-scale Dense Networks. DATRA/PIPPI@MICCAI 2018: 160-168 - [c42]Na Wang, Cheng Bian, Yi Wang, Min Xu, Chenchen Qin, Xin Yang, Tianfu Wang, Anhua Li, Dinggang Shen, Dong Ni:
Densely Deep Supervised Networks with Threshold Loss for Cancer Detection in Automated Breast Ultrasound. MICCAI (4) 2018: 641-648 - 2017
- [j31]Ling Zhang, Hui Kong, Shaoxiong Liu, Tianfu Wang, Siping Chen, Milan Sonka:
Graph-based segmentation of abnormal nuclei in cervical cytology. Comput. Medical Imaging Graph. 56: 38-48 (2017) - [j30]Bai Ying Lei, Ee-Leng Tan, Siping Chen, Wanjun Li, Dong Ni, Yuan Yao, Tianfu Wang:
Automatic placental maturity grading via hybrid learning. Neurocomputing 223: 86-102 (2017) - [j29]Dong Ni, Xing Ji, Min Wu, Wenlei Wang, Xiaoshuang Deng, Zhongyi Hu, Tianfu Wang, Dinggang Shen, Jie-Zhi Cheng, Huifang Wang:
Automatic cystocele severity grading in transperineal ultrasound by random forest regression. Pattern Recognit. 63: 551-560 (2017) - [j28]Bai Ying Lei, Wanjun Li, Yuan Yao, Xudong Jiang, Ee-Leng Tan, Jing Qin, Siping Chen, Dong Ni, Tianfu Wang:
Multi-modal and multi-layout discriminative learning for placental maturity staging. Pattern Recognit. 63: 719-730 (2017) - [j27]Bai Ying Lei, Peng Yang, Tianfu Wang, Siping Chen, Dong Ni:
Relational-Regularized Discriminative Sparse Learning for Alzheimer's Disease Diagnosis. IEEE Trans. Cybern. 47(4): 1102-1113 (2017) - [j26]Lingyun Wu, Jie-Zhi Cheng, Shengli Li, Bai Ying Lei, Tianfu Wang, Dong Ni:
FUIQA: Fetal Ultrasound Image Quality Assessment With Deep Convolutional Networks. IEEE Trans. Cybern. 47(5): 1336-1349 (2017) - [j25]Youyi Song, Liang He, Feng Zhou, Siping Chen, Dong Ni, Bai Ying Lei, Tianfu Wang:
Segmentation, Splitting, and Classification of Overlapping Bacteria in Microscope Images for Automatic Bacterial Vaginosis Diagnosis. IEEE J. Biomed. Health Informatics 21(4): 1095-1104 (2017) - [j24]Youyi Song, Ee-Leng Tan, Xudong Jiang, Jie-Zhi Cheng, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang:
Accurate Cervical Cell Segmentation from Overlapping Clumps in Pap Smear Images. IEEE Trans. Medical Imaging 36(1): 288-300 (2017) - [j23]Sihong Chen, Jing Qin, Xing Ji, Bai Ying Lei, Tianfu Wang, Dong Ni, Jie-Zhi Cheng:
Automatic Scoring of Multiple Semantic Attributes With Multi-Task Feature Leverage: A Study on Pulmonary Nodules in CT Images. IEEE Trans. Medical Imaging 36(3): 802-814 (2017) - [c41]Xiaogang Li, Tiantian Pang, Weixiang Liu, Tianfu Wang:
Fall detection for elderly person care using convolutional neural networks. CISP-BMEI 2017: 1-6 - [c40]Xiaogang Li, Tiantian Pang, Biao Xiong, Weixiang Liu, Ping Liang, Tianfu Wang:
Convolutional neural networks based transfer learning for diabetic retinopathy fundus image classification. CISP-BMEI 2017: 1-11 - [c39]Qiaoliang Li, Guangyao Yang, Zhewei Chen, Bin Huang, Liangliang Chen, Depeng Xu, Xueying Zhou, Shi Zhong, Huisheng Zhang, Tianfu Wang:
Colorectal polyp segmentation using a fully convolutional neural network. CISP-BMEI 2017: 1-5 - [c38]Qiaoliang Li, Shi Zhong, Zhewei Chen, Xueying Zhou, Guangyao Yang, Huisheng Zhang, Tianfu Wang:
A high-speed end-to-end approach for retinal arteriovenous segmentation. CISP-BMEI 2017: 1-5 - [c37]Bai Ying Lei, Xin Zhao, Dong Ni, Siping Chen, Tianfu Wang:
Longitudinal analysis for mild cognitive impairment identification via fused group learning with smooth regularization. ISBI 2017: 85-88 - [c36]Zhen Yu, Dong Ni, Siping Chen, Jing Qin, Shengli Li, Tianfu Wang, Bai Ying Lei:
Hybrid dermoscopy image classification framework based on deep convolutional neural network and Fisher vector. ISBI 2017: 301-304 - [c35]Lingyun Wu, Yang Xin, Shengli Li, Tianfu Wang, Pheng-Ann Heng, Dong Ni:
Cascaded Fully Convolutional Networks for automatic prenatal ultrasound image segmentation. ISBI 2017: 663-666 - [c34]Zhen Yu, Xudong Jiang, Tianfu Wang, Bai Ying Lei:
Aggregating Deep Convolutional Features for Melanoma Recognition in Dermoscopy Images. MLMI@MICCAI 2017: 238-246 - [c33]Xinzi He, Zhen Yu, Tianfu Wang, Baiying Lei:
Skin Lesion Segmentation via Deep RefineNet. DLMIA/ML-CDS@MICCAI 2017: 303-311 - 2016
- [j22]Xin Chen, Huiying Wen, Qiaoliang Li, Tianfu Wang, Siping Chen, Yong-Ping Zheng, Zhiguo Zhang:
Identifying transient patterns of in vivo muscle behaviors during isometric contraction by local polynomial regression. Biomed. Signal Process. Control. 24: 93-102 (2016) - [j21]Jun Shi, Shichong Zhou, Xiao Liu, Qi Zhang, Minhua Lu, Tianfu Wang:
Stacked deep polynomial network based representation learning for tumor classification with small ultrasound image dataset. Neurocomputing 194: 87-94 (2016) - [j20]Qiaoliang Li, Bowei Feng, LinPei Xie, Ping Liang, Huisheng Zhang, Tianfu Wang:
A Cross-Modality Learning Approach for Vessel Segmentation in Retinal Images. IEEE Trans. Medical Imaging 35(1): 109-118 (2016) - [c32]Zhen Yu, Dong Ni, Siping Chen, Shengli Li, Tianfu Wang, Bai Ying Lei:
Fetal facial standard plane recognition via very deep convolutional networks. EMBC 2016: 627-630 - [c31]Wanjun Li, Yuan Yao, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang:
Placental maturity evaluation via feature fusion and discriminative learning. ISBI 2016: 783-786 - [c30]Yinan Zhuo, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang:
Adaptive ensemble manifold learning for neuroimaging retrieval. ISBI 2016: 859-862 - [c29]Youyi Song, Jie-Zhi Cheng, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang:
Segmenting overlapping cervical cell in Pap smear images. ISBI 2016: 1159-1162 - [c28]Sihong Chen, Dong Ni, Jing Qin, Bai Ying Lei, Tianfu Wang, Jie-Zhi Cheng:
Bridging Computational Features Toward Multiple Semantic Features with Multi-task Regression: A Study of CT Pulmonary Nodules. MICCAI (2) 2016: 53-60 - [c27]Dong Ni, Xing Ji, Yaozong Gao, Jie-Zhi Cheng, Huifang Wang, Jing Qin, Bai Ying Lei, Tianfu Wang, Guorong Wu, Dinggang Shen:
Automatic Cystocele Severity Grading in Ultrasound by Spatio-Temporal Regression. MICCAI (2) 2016: 247-255 - [c26]Qiaoliang Li, Zhewei Chen, Ping Liang, Li Deng, Jinliang Zhong, Xinyu Liu, Suwen Qi, Huisheng Zhang, Tianfu Wang:
Multi-view face detector using a single cascade classifier. SKIMA 2016: 464-468 - 2015
- [j19]Xin Chen, Qiaoliang Li, Suwen Qi, Huisheng Zhang, Siping Chen, Tianfu Wang:
Continuous fascicle orientation measurement of medial gastrocnemius muscle in ultrasonography using frequency domain Radon transform. Biomed. Signal Process. Control. 20: 117-124 (2015) - [j18]Minhua Lu, Yanan Tang, Ruichao Sun, Tianfu Wang, Siping Chen, Rui Mao:
A real time displacement estimation algorithm for ultrasound elastography. Comput. Ind. 69: 61-71 (2015) - [j17]Jun Shi, Qikun Jiang, Rui Mao, Minhua Lu, Tianfu Wang:
FR-KECA: Fuzzy robust kernel entropy component analysis. Neurocomputing 149: 1415-1423 (2015) - [j16]Qiaoliang Li, Suwen Qi, Yuanyuan Shen, Dong Ni, Huisheng Zhang, Tianfu Wang:
Multispectral Image Alignment With Nonlinear Scale-Invariant Keypoint and Enhanced Local Feature Matrix. IEEE Geosci. Remote. Sens. Lett. 12(7): 1551-1555 (2015) - [j15]Defeng Wang, Lin Shi, Winnie C. W. Chu, Miao Hu, Brian Tomlinson, Wen-Hua Huang, Tianfu Wang, Pheng-Ann Heng, David Ka Wai Yeung, Anil T. Ahuja:
Fully automatic and nonparametric quantification of adipose tissue in fat-water separation MR imaging. Medical Biol. Eng. Comput. 53(11): 1247-1254 (2015) - [j14]Bai Ying Lei, Ee-Leng Tan, Siping Chen, Dong Ni, Tianfu Wang:
Saliency-driven image classification method based on histogram mining and image score. Pattern Recognit. 48(8): 2567-2580 (2015) - [j13]Bai Ying Lei, Feng Zhou, Ee-Leng Tan, Dong Ni, Haijun Lei, Siping Chen, Tianfu Wang:
Optimal and secure audio watermarking scheme based on self-adaptive particle swarm optimization and quaternion wavelet transform. Signal Process. 113: 80-94 (2015) - [j12]Youyi Song, Ling Zhang, Siping Chen, Dong Ni, Bai Ying Lei, Tianfu Wang:
Accurate Segmentation of Cervical Cytoplasm and Nuclei Based on Multiscale Convolutional Network and Graph Partitioning. IEEE Trans. Biomed. Eng. 62(10): 2421-2433 (2015) - [j11]Hao Chen, Dong Ni, Jing Qin, Shengli Li, Xin Yang, Tianfu Wang, Pheng-Ann Heng:
Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks. IEEE J. Biomed. Health Informatics 19(5): 1627-1636 (2015) - [c25]Wanjun Li, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang, Yuan Yao, Shengli Li:
Discriminative learning for automatic staging of placental maturity via multi-layer fisher vector. ICICS 2015: 1-5 - [c24]Yinan Zhuo, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang, Haijun Lei:
Multipurpose and intelligent watermarking scheme for medical data. ICICS 2015: 1-5 - [c23]Bai Ying Lei, Siping Chen, Dong Ni, Tianfu Wang:
Joint Learning of Multiple Longitudinal Prediction Models by Exploring Internal Relations. MLMI 2015: 330-337 - [c22]Ling Zhang, Shaoxiong Liu, Tianfu Wang, Siping Chen, Milan Sonka:
Improved segmentation of abnormal cervical nuclei using a graph-search based approach. Digital Pathology 2015: 94200W - 2014
- [j10]Ling Zhang, Hui Kong, Chien Ting Chin, Shaoxiong Liu, Zhi Chen, Tianfu Wang, Siping Chen:
Segmentation of cytoplasm and nuclei of abnormal cells in cervical cytology using global and local graph cuts. Comput. Medical Imaging Graph. 38(5): 369-380 (2014) - [j9]Bai Ying Lei, Ee-Leng Tan, Siping Chen, Dong Ni, Tianfu Wang, Haijun Lei:
Reversible watermarking scheme for medical image based on differential evolution. Expert Syst. Appl. 41(7): 3178-3188 (2014) - [c21]Youyi Song, Ling Zhang, Siping Chen, Dong Ni, Baopu Li, Yongjing Zhou, Baiying Lei, Tianfu Wang:
A deep learning based framework for accurate segmentation of cervical cytoplasm and nuclei. EMBC 2014: 2903-2906 - [c20]Baiying Lei, Xinyao Li, Yuan Yao, Shengli Li, Siping Chen, Yongjin Zhou, Dong Ni, Tianfu Wang:
Automatic grading of placental maturity based on LIOP and fisher vector. EMBC 2014: 4671-4674 - [c19]Youyi Song, Dong Ni, Liang He, Siping Chen, Bai Ying Lei, Tianfu Wang:
Segmentation and Splitting of Touching Vaginal Bacteria Based on Superpixel and Effective Distance. ICDM Workshops 2014: 976-981 - [c18]Bai Ying Lei, Liu Zhuo, Siping Chen, Shengli Li, Dong Ni, Tianfu Wang:
Automatic recognition of fetal standard plane in ultrasound image. ISBI 2014: 85-88 - [c17]Ling Zhang, Hui Kong, Chien Ting Chin, Shaoxiong Liu, Tianfu Wang, Siping Chen:
Automated segmentation of abnormal cervical cells using global and local graph cuts. ISBI 2014: 485-488 - [c16]Xin Yang, Dong Ni, Jing Qin, Shengli Li, Tianfu Wang, Siping Chen, Pheng-Ann Heng:
Standard plane localization in ultrasound by radial component. ISBI 2014: 1180-1183 - [c15]Xin Chen, Sheng Zhong, Yangyang Niu, Siping Chen, Tianfu Wang, Shing-Chow Chan, Zhiguo Zhang:
A multimodal investigation of in vivo muscle behavior: System design and data analysis. ISCAS 2014: 2053-2056 - 2013
- [j8]Qiaoliang Li, Suwen Qi, Huisheng Zhang, Yun Deng, Xin Chen, Siping Chen, Tianfu Wang:
Continuous thickness measurement of rectus femoris muscle in ultrasound image sequences: A completely automated approach. Biomed. Signal Process. Control. 8(6): 792-798 (2013) - [j7]Qiaoliang Li, Huisheng Zhang, Tianfu Wang:
Scale Invariant Feature Matching using Rotation-Invariant Distance for Remote Sensing Image Registration. Int. J. Pattern Recognit. Artif. Intell. 27(2) (2013) - [j6]Qiaoliang Li, Huisheng Zhang, Suwen Qi, Mingbo Qiu, Xin Chen, Siping Chen, Tianfu Wang:
Continuous Detection of Muscle Aspect Ratio Using Keypoint Tracking in Ultrasonography. IEEE Trans. Biomed. Eng. 60(8): 2361-2369 (2013) - [c14]Bai Ying Lei, Tianfu Wang, Siping Chen, Dong Ni, Haijun Lei:
Robust watermarking scheme for medical image using optimization method. ICICS 2013: 1-4 - [c13]Weixiang Liu, Tianfu Wang, Siping Chen:
Regularized nonnegative matrix factorization for clustering gene expression data. BIBM 2013: 1-4 - [c12]Bai Ying Lei, Tianfu Wang, Siping Chen, Dong Ni, Haijun Lei:
Object recognition based on adapative bag of feature and discriminative learning. ICIP 2013: 3390-3393 - [c11]Dong Ni, Yong Yang, Shengli Li, Jing Qin, Shuyuan Ouyang, Tianfu Wang, Pheng-Ann Heng:
Learning based automatic head detection and measurement from fetal ultrasound images via prior knowledge and imaging parameters. ISBI 2013: 772-775 - [c10]Dong Ni, Tianmei Li, Xin Yang, Jing Qin, Shengli Li, Chien Ting Chin, Shuyuan Ouyang, Tianfu Wang, Siping Chen:
Selective Search and Sequential Detection for Standard Plane Localization in Ultrasound. Abdominal Imaging 2013: 203-211 - 2012
- [j5]Minhua Lu, Rui Mao, Yin Lu, Zheng Liu, Tianfu Wang, Si-Ping Chen:
Quantitative Imaging of Young's Modulus of Soft Tissues from Ultrasound Water Jet Indentation: A Finite Element Study. Comput. Math. Methods Medicine 2012: 979847:1-979847:6 (2012) - [c9]Yuanyuan Shen, Tianfu Wang, Xian-Fen Diao, Siping Chen:
Numerical analysis of interaction between microbubble and elastic microvessel in low frequency ultrasound field using fluid solid interaction method. BHI 2012: 733-736 - [c8]Qiaoliang Li, Xin Chen, Dong Ni, Siping Chen, Tianfu Wang:
A statistical approach for muscle fascicle orientation estimation in ultrasound images. BMEI 2012: 173-176 - [c7]Qiaoliang Li, Xi Chen, Huisheng Zhang, Li Yin, Siping Chen, Tianfu Wang, Shumei Lin, Xinyu Liu, Xiaofei Zhang, Ruikai Zhang:
Automatic human spermatozoa detection in microscopic video streams based on OpenCV. BMEI 2012: 224-227 - [c6]Huisheng Zhang, Ruikai Zhang, Qiaoliang Li, Li Yin, Siping Chen, Tianfu Wang, Shumei Lin, Xinyu Liu, Xiaofei Zhang, Xi Chen:
A GPRS-based wearable electronic thermometric alarm system. BMEI 2012: 804-807 - 2011
- [j4]Xian-Fen Diao, Xinyu Zhang, Tianfu Wang, Si-Ping Chen, Ying Yang, Ling Zhong:
Highly Sensitive Computer Aided Diagnosis System for Breast Tumor Based on Color Doppler Flow Images. J. Medical Syst. 35(5): 801-809 (2011) - [j3]Qiaoliang Li, Huisheng Zhang, Tianfu Wang:
Multispectral Image Matching Using Rotation-Invariant Distance. IEEE Geosci. Remote. Sens. Lett. 8(3): 406-410 (2011) - [c5]Jue Peng, Xinyu Zhang, Guo Dan, Tianfu Wang, Siping Chen:
Micromachined PMN-PT single crystal diaphragm for piezoelectric sensing applications. BMEI 2011: 1144-1147 - [c4]You-Yong Kong, Defeng Wang, Tian-Fu Wang, Winnie C. W. Chu, Anil T. Ahuja:
3D Diffusion tensor magnetic resonance images denoising based on sparse representation. ICMLC 2011: 1602-1606 - [c3]Ling Zhang, Siping Chen, Shengli Li, Tianfu Wang:
Automatic measurement of early gestational sac diameters from one scan session. Computer-Aided Diagnosis 2011: 796342 - 2010
- [j2]Cheng Jin, Siping Chen, Zhengdi Qin, Tianfu Wang:
A new scheme of coded ultrasound using Golay codes. J. Zhejiang Univ. Sci. C 11(6): 476-480 (2010)
2000 – 2009
- 2009
- [j1]Qinghua Huang, Yong-Ping Zheng, Minhua Lu, Tianfu Wang, Siping Chen:
A new adaptive interpolation algorithm for 3D ultrasound imaging with speckle reduction and edge preservation. Comput. Medical Imaging Graph. 33(2): 100-110 (2009) - [c2]Xian-Fen Diao, Tian-Fu Wang, Ying Yang, Si-Ping Chen:
Computer-Aided Diagnosis of Breast Tumor Based on B-Mode Ultrasound and Color Doppler Flow Imaging. BMEI 2009: 1-5 - 2006
- [c1]Jiangli Lin, XianHua Shen, Tianfu Wang, Deyu Li, Yan Luo, Ling Wang:
Recognition of Fatty Liver Using Hybrid Neural Network. ISNN (2) 2006: 754-759
Coauthor Index
Siping Chen
aka: Si-Ping Chen
aka: Si-Ping Chen
[c111] [c109] [c108] [j65] [j59] [j55] [j54] [j42] [j41] [j40] [j39] [j38] [j34] [j32] [c46] [c45] [c43] [j31] [j30] [j28] [j27] [j25] [j24] [c37] [c36] [j22] [c32] [c31] [c30] [c29] [j19] [j18] [j14] [j13] [j12] [c25] [c24] [c23] [c22] [j10] [j9] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [j8] [j6] [c14] [c13] [c12] [c10] [j5] [c9] [c8] [c7] [c6] [j4] [c5] [c3] [j2] [j1] [c2]
Ahmed El-Azab
aka: Ahmed Elazab
aka: Ahmed Elazab
Bai Ying Lei
aka: Baiying Lei
aka: Baiying Lei
[j138] [j136] [j135] [j134] [j133] [j131] [j130] [c127] [c126] [c125] [j127] [j126] [j125] [j123] [j121] [j120] [j114] [j113] [j110] [c124] [c123] [c122] [c121] [c120] [c119] [c118] [c117] [c116] [c115] [c114] [c113] [c112] [j107] [j106] [j105] [j104] [j100] [j94] [j93] [j92] [c111] [c110] [c109] [c108] [c107] [c106] [c105] [j88] [j86] [j85] [j84] [j83] [j82] [j80] [j79] [c103] [c102] [c101] [c100] [j75] [j74] [j72] [j71] [j70] [j68] [j67] [j66] [j65] [j64] [j63] [c98] [c97] [c94] [c93] [c92] [c89] [c88] [c87] [c86] [c85] [c84] [i11] [j61] [j60] [j59] [j57] [j56] [j55] [j54] [j53] [j52] [j51] [j50] [j48] [c83] [c82] [c81] [c80] [c79] [c78] [c77] [c76] [c75] [c74] [c73] [c72] [i8] [i6] [i5] [i4] [j45] [j44] [j43] [j42] [j41] [j40] [j39] [j38] [j37] [c71] [c70] [c69] [c68] [c67] [c66] [c65] [c64] [c63] [c62] [c59] [c58] [c57] [c56] [c54] [c53] [c52] [c51] [i2] [i1] [j35] [j33] [j32] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [j30] [j28] [j27] [j26] [j25] [j24] [j23] [c37] [c36] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [j14] [j13] [j12] [c25] [c24] [c23] [j9] [c21] [c20] [c19] [c18] [c14] [c12]
[j91] [j81] [j78] [j76] [j65] [j62] [i10] [i9] [j59] [j58] [j54] [j49] [j47] [j46] [j43] [j42] [j41] [j40] [j39] [j38] [j36] [c61] [c60] [i3] [j33] [j32] [c47] [c46] [c45] [c43] [c42] [j30] [j29] [j28] [j27] [j26] [j25] [j24] [j23] [c37] [c36] [c35] [c32] [c31] [c30] [c29] [c28] [c27] [j16] [j14] [j13] [j12] [j11] [c25] [c24] [c23] [j9] [c21] [c20] [c19] [c18] [c16] [c14] [c12] [c11] [c10] [c8]
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