Tianfu Wang

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 32

Top Topics

Medical Image Segmentation

Quality Assessment

Tumor Segmentation

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

IEEE Trans. Medical Imaging

IEEE J. Biomed. Health Informatics

Publications

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 (2024)
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 (2024)
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) (2024)
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 (2024)
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 (2024)
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 (2024)
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) (2024)
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 (2024)
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) (2024)
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) (2024)
Guanghui Yue, Honglv Wu, Qiuping Jiang, Tianwei Zhou, Weiqing Yan, Tianfu Wang
Perceptual Quality Assessment of Retouched Face Images. IEEE Trans. Multim. 26 (2024)
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) (2024)
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) (2024)
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) (2023)
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) (2023)
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)
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 (2023)
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) (2023)
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) (2023)
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)
Namu Baima, Tianfu Wang, Chong-Ke Zhao, Siping Chen, Chen Zhao, Baiying Lei
Dense Swin Transformer for Classification of Thyroid Nodules. EMBC (2023)
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)
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 (2023)
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) (2023)
Huiguo He, Tianfu Wang, Huan Yang, Jianlong Fu, Nicholas Jing Yuan, Jian Yin, Hongyang Chao, Qi Zhang
Learning Profitable NFT Image Diffusions via Multiple Visual-Policy Guided Reinforcement Learning. ACM Multimedia (2023)
Huiguo He, Tianfu Wang, Huan Yang, Jianlong Fu, Nicholas Jing Yuan, Jian Yin, Hongyang Chao, Qi Zhang
Learning Profitable NFT Image Diffusions via Multiple Visual-Policy Guided Reinforcement Learning. CoRR (2023)
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)
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) (2023)
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)
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)
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) (2023)
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) (2023)