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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
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2020 – today
- 2024
[j122]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)- [j121]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) - [j120]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) - [j119]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) - [j118]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) - [j117]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) - [j116]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) - [j115]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) - [j114]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) - [j113]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) - [j112]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) - [j111]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) - [j110]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) - [j109]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) - [c113]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 - [c112]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 - 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, Zheng Wei, 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, Zheng Wei, 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:
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