Tianfu Wang

297 papers A* 1B 3C 5Misc 1Journal 167Unranked 120
YearRankTypeTitle / Venue / Authors
2026 J jnl
BUT-Net: Boundary-Aware U-Net structure with Two-Path Transformers for lesion segmentation in mCNV using OCT images.
Expert Syst. Appl.
Hai Xie, Zhenquan Wu, Shaobin Chen, Guanghui Yue, Tianfu Wang, Chuan-Ming Liu, Lin Lu, Guoming Zhang, Baiying Lei
2026 J jnl
Developing a knowledge-guided federated graph attention learning network with a diffusion module to diagnose Alzheimer's disease.
Medical Image Anal.
Xuegang Song, Kaixiang Shu, Peng Yang, Cheng Zhao, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Shuqiang Wang, Tianfu Wang, Baiying Lei
2026 J jnl
Early Alzheimer's disease classification via structure and feature-based graph attention network from multi-center data.
Neural Networks
Nina Cheng, Gai Li, Yu Liang, Yali Qiu, Xuegang Song, Huoyou Hu, Ee-Leng Tan, Tianfu Wang, Shuqiang Wang, Xiaohua Xiao, Shijie Zhao, Baiying Lei
2026 J jnl
Hierarchical feature-guided dynamic collaborative learning transformer model for ventricular septal defect identification.
Neurocomputing
Cheng Zhao, Weiling Chen, Peng Yang, Zhuo Xiang, Yiyao Liu, Bei Xia, Jing Qin, Tianfu Wang, Baiying Lei, Luyao Zhou
2026 J jnl
Multi-source multi-task meta-learning with task-oriented distribution alignment for gastric cancer analysis in CT images.
Expert Syst. Appl.
Yongtao Zhang, Hongwei Yu, Ning Yuan, Yiyao Liu, Yingpeng Xie, Huang Chen, Yu Ren, Jixin Luan, Kuan Lv, Tianfu Wang, Lei Dong, Jing Qin, Linlin Shen, Guolin Ma, Baiying Lei
2026 J jnl
Multimodal adaptive subspace learning for Parkinson's disease diagnosis and prediction.
Appl. Soft Comput.
Jiaqiang Li, Yukang Lei, Zhenghua Guan, Peng Yang, Haojie Song, Jing Tian, Guojun Yao, Chunhua Liang, Tianfu Wang, Xiaohua Xiao, Haijun Lei, Baiying Lei
2026 J jnl
Multimodal joint subspace model for Parkinson's disease diagnosis.
Expert Syst. Appl.
Haojie Song, Haijun Lei, Yukang Lei, Zhongwei Huang, Jiaqiang Li, Tianfu Wang, Peng Yang, Baiying Lei
2026 J jnl
Pyramid progressive image mapping network based on sparse annotations for cardiac segmentation.
Pattern Recognit.
Xinping Zhang, Zhuo Xiang, Ce Wang, Yongtao Zhang, Cheng Zhao, Yuantao Huang, Tianfu Wang, Junqing Xu, Baiying Lei
2026 J jnl
Robust attention transfer neural networks for diagnosis of Alzheimer's disease from structural magnetic resonance images.
Eng. Appl. Artif. Intell.
Mohammed Abdelaziz, Tianfu Wang, Waqas Anwaar, Ahmed Elazab
2026 J jnl
SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks.
CoRR
Xiangyi Li, Wenbo Chen, Yimin Liu, Shenghan Zheng, Xiaokun Chen, Yifeng He, Yubo Li, Bingran You, Haotian Shen, Jiankai Sun, Shuyi Wang, Qunhong Zeng, Di Wang, Xuandong Zhao, Yuanli Wang, Roey Ben Chaim, Zonglin Di, Yipeng Gao, Junwei He, Yizhuo He, Liqiang Jing, Luyang Kong, Xin Lan, Jiachen Li, Songlin Li, Yijiang Li, Yueqian Lin, Xinyi Liu, Xuanqing Liu, Haoran Lyu, Ze Ma, Bowei Wang, Runhui Wang, Tianfu Wang, Wengao Ye, Yue Zhang, Hanwen Xing, Yiqi Xue, Steven Dillmann, Han-Chung Lee
2026 J jnl
Toward Semantically Faithful Diffusion Representation for Generalizable Retinal Image Segmentation.
IEEE Trans. Medical Imaging
Yingpeng Xie, Hao Chen, Jing Qin, Yongtao Zhang, Lei Dong, Jie Du, Tianfu Wang, Baiying Lei
2025 J jnl
ABVS breast tumour segmentation via integrating CNN with dilated sampling self-attention and feature interaction Transformer.
Neural Networks
Yiyao Liu, Jinyao Li, Yi Yang, Cheng Zhao, Yongtao Zhang, Peng Yang, Lei Dong, Xiaofei Deng, Ting Zhu, Tianfu Wang, Wei Jiang, Baiying Lei
2025 J jnl
Adaptive Cross-Feature Fusion Network With Inconsistency Guidance for Multi-Modal Brain Tumor Segmentation.
IEEE J. Biomed. Health Informatics
Guanghui Yue, Guibin Zhuo, Tianwei Zhou, Weide Liu, Tianfu Wang, Qiuping Jiang
2025 J jnl
An object detection-based model for automated screening of stem-cells senescence during drug screening.
Neural Networks
Yu Ren, Youyi Song, Mingzhu Li, Liangge He, Chunlun Xiao, Peng Yang, Yongtao Zhang, Cheng Zhao, Tianfu Wang, Guangqian Zhou, Baiying Lei
2025 — conf
Anatomy-Guided Multimodal Graph Networks for Alzheimer's Disease: Integrative Analysis of Cross-Modal Brain Connectivity Signatures.
MICCAI (12)
Wenzheng Hu, Zhenghua Guan, Peng Yang, Jiaqiang Li, Yi Liu, Shushen Gan, Tuo Cai, Ao Zhang, Tengda Zhang, Junlong Qu, Shaolong Wang, Gege Cai, Xiang Dong, Tianfu Wang, Baiying Lei
2025 J jnl
Attention-Guided Learning With Feature Reconstruction for Skin Lesion Diagnosis Using Clinical and Ultrasound Images.
IEEE Trans. Medical Imaging
Chunlun Xiao, Anqi Zhu, Chunmei Xia, Zifeng Qiu, Yuanlin Liu, Cheng Zhao, Weiwei Ren, Lifan Wang, Lei Dong, Tianfu Wang, Lehang Guo, Baiying Lei
2025 — conf
BGPCNet: Frequency Consistency and Boundary Guided Patch Contrast for Semi-supervised Segmentation of Superficial Lymphatic Disease.
PRCV (13)
Yuankun Wang, Zhenghua Guan, Cheng Zhao, Yingxin Liu, Baiying Lei, Tianfu Wang, Luyao Zhou
2025 J jnl
Context-CAM: Context-Level Weight-Based CAM With Sequential Denoising to Generate High-Quality Class Activation Maps.
IEEE Trans. Image Process.
Jie Du, Wenbing Chen, Chi-Man Vong, Peng Liu, Tianfu Wang
2025 — conf
Distortion-Aware Network for Zero-Reference Retinal Image Enhancement.
MMAsia
Tianwei Zhou, Yuhang Feng, Shaoping Zhang, Linling Li, Guanghui Yue, Shishun Tian, Tianfu Wang
2025 J jnl
Dual-Scale Swin Transformer via Feature Alignment and Adversarial Discrimination for Retinopathy of Prematurity Diagnosis.
IEEE J. Biomed. Health Informatics
Shaobin Chen, Xinyu Zhao, Yiyao Liu, Hai Xie, Zhenquan Wu, Yingpeng Xie, Yongtao Zhang, Yafeng Li, Cheng Zhao, Tianfu Wang, Guoming Zhang, Baiying Lei
2025 J jnl
FAMF-Net: Feature Alignment Mutual Attention Fusion With Region Awareness for Breast Cancer Diagnosis via Imbalanced Data.
IEEE Trans. Medical Imaging
Yiyao Liu, Jinyao Li, Cheng Zhao, Yongtao Zhang, Qian Chen, Jing Qin, Lei Dong, Tianfu Wang, Wei Jiang, Baiying Lei
2025 J jnl
Federated learning via multi-attention guided UNet for thyroid nodule segmentation of ultrasound images.
Neural Networks
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
2025 J jnl
FreqUNet: a lightweight dual-branch network with frequency-aware decomposition for retinal vessel segmentation.
Expert Syst. Appl.
Ke Li, Yujiao Zhang, Tianfu Wang, Baiying Lei
2025 — conf
Knowledge-Aware Multi-Source Domain Adaptation Network for Osteoporosis Diagnosis from Ultrasonic Radio Frequency Signals.
ISBI
Xuan Zhang, Yue Ding, Jionglin Wu, Haoxian Liu, Yongtao Zhang, Tianfu Wang, Baiying Lei
2025 J jnl
Knowledge-Aware Multisite Adaptive Graph Transformer for Brain Disorder Diagnosis.
IEEE Trans. Medical Imaging
Xuegang Song, Kaixiang Shu, Peng Yang, Cheng Zhao, Feng Zhou, Alejandro F. Frangi, Xiaohua Xiao, Lei Dong, Tianfu Wang, Shuqiang Wang, Baiying Lei
2025 J jnl
Label-guided graph learning network via two-stage cross-modal fusion for multi-label skin disease diagnosis.
Eng. Appl. Artif. Intell.
Cheng Zhao, Chunlun Xiao, Feifei Jin, Anqi Zhu, Zhuo Xiang, Yiyao Liu, Lehang Guo, Tianfu Wang, Baiying Lei
2025 J jnl
Locally similar multi-hop fusion GNNs with data augmentation for early Alzheimer's detection.
Expert Syst. Appl.
Gai Li, Yuwen Zhang, Xuegang Song, Peng Yang, Lei Dong, Yaohui Huang, Xiaohua Xiao, Tianfu Wang, Shuqiang Wang, Baiying Lei
2025 Misc conf
MMFN: Multi-Feature Multi-Modal Fusion Network for Diagnosis of Superficial Lymph Node Disease.
ICASSP
Yuankun Wang, Cheng Zhao, Yingxin Liu, Baiying Lei, Tianfu Wang, Luyao Zhou
2025 J jnl
MSMMIL: Multi-scan Mamba-based Multiple Instance Learning for whole slide image classification.
Knowl. Based Syst.
Haiqin Zhong, Meidan Ding, Cheng Zhao, Yongtao Zhang, Tianfu Wang, Baiying Lei
2025 — conf
Medical Knowledge-Guided CLIP Adaptation for Fundus Image Diagnosis.
BIBM
Shaolong Wang, Xinyu Zhao, Zhenquan Wu, Guoming Zhang, Tianfu Wang, Baiying Lei
2025 — conf
Multi-Modal Fusion Network Integrating Imaging and Clinical Tabular Data for Alzheimer's Disease Classification.
ISBI
Wenzheng Hu, Zhenghua Guan, Nina Cheng, Ao Zhang, Yi Liu, Tianfu Wang, Baiying Lei
2025 J jnl
Multi-scale frequency feature fusion transformer for pediatric echocardiography analysis.
Appl. Soft Comput.
Cheng Zhao, Yuanlin Liu, Weiling Chen, Zhuo Xiang, Yiyao Liu, Bei Xia, Jing Qin, Tianfu Wang, Baiying Lei
2025 J jnl
Multi-scale multimodal deep learning framework for Alzheimer's disease diagnosis.
Comput. Biol. Medicine
Mohammed Abdelaziz, Tianfu Wang, Waqas Anwaar, Ahmed Elazab
2025 J jnl
Pyramid Network With Quality-Aware Contrastive Loss for Retinal Image Quality Assessment.
IEEE Trans. Medical Imaging
Guanghui Yue, Shaoping Zhang, Tianwei Zhou, Bin Jiang, Weide Liu, Tianfu Wang
2025 J jnl
Self-Supervised Multi-Scale Multi-Modal Graph Pool Transformer for Sellar Region Tumor Diagnosis.
IEEE J. Biomed. Health Informatics
Baiying Lei, Gege Cai, Yun Zhu, Tianfu Wang, Lei Dong, Cheng Zhao, Xinzhi Hu, Huijun Zhu, Lin Lu, Feng Feng, Ming Feng, Renzhi Wang
2025 — conf
Utilizing State Space Model for Diffusion Processes in Breast Tumor Pathological Image Super-Resolution.
ISBI
Yiyao Liu, Peng Yang, Tianfu Wang, Baiying Lei
2024 J jnl
3D Multimodal Fusion Network With Disease-Induced Joint Learning for Early Alzheimer's Disease Diagnosis.
IEEE Trans. Medical Imaging
Zifeng Qiu, Peng Yang, Chunlun Xiao, Shuqiang Wang, Xiaohua Xiao, Jing Qin, Chuan-Ming Liu, Tianfu Wang, Baiying Lei
2024 — conf
A Novel Diffusion Model with Wavelet Transform for Optic Disc and Cup Segmentation in Fundus Images.
PRCV (15)
Xiang Dong, Hai Xie, Li Li, Bao Yang, Tianfu Wang, Baiying Lei
2024 J jnl
Adaptive Context Aggregation Network With Prediction-Aware Decoding for Multimodal Brain Tumor Segmentation.
IEEE Trans. Instrum. Meas.
Guanghui Yue, Shangjie Wu, Jie Du, Tianwei Zhou, Bin Jiang, Tianfu Wang
2024 J jnl
Alzheimer's disease diagnosis from multi-modal data via feature inductive learning and dual multilevel graph neural network.
Medical Image Anal.
Baiying Lei, Yafeng Li, Wanyi Fu, Peng Yang, Shaobin Chen, Tianfu Wang, Xiaohua Xiao, Tianye Niu, Yu Fu, Shuqiang Wang, Hongbin Han, Jing Qin
2024 J jnl
An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation.
IEEE Trans. Neural Networks Learn. Syst.
Jie Du, Xiaoci Zhang, Peng Liu, Chi-Man Vong, Tianfu Wang
2024 J jnl
Boundary uncertainty aware network for automated polyp segmentation.
Neural Networks
Guanghui Yue, Guibin Zhuo, Weiqing Yan, Tianwei Zhou, Chang Tang, Peng Yang, Tianfu Wang
2024 J jnl
COVID-19 diagnosis based on swin transformer model with demographic information fusion and enhanced multi-head attention mechanism.
Expert Syst. Appl.
Yunlong Sun, Jingge Lian, Ze Teng, Ziyi Wei, Yi Tang, Liu Yang, Yajuan Gao, Tianfu Wang, Hongfeng Li, Meng Xu, Baiying Lei
2024 J jnl
Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System.
IEEE Trans. Neural Networks Learn. Syst.
Jie Du, Peng Liu, Chi-Man Vong, Chuangquan Chen, Tianfu Wang, C. L. Philip Chen
2024 J jnl
Colorectal endoscopic image enhancement via unsupervised deep learning.
Multim. Tools Appl.
Guanghui Yue, Jie Gao, Lvyin Duan, Jingfeng Du, Weiqing Yan, Shuigen Wang, Tianfu Wang
2024 J jnl
Deep Pyramid Network for Low-Light Endoscopic Image Enhancement.
IEEE Trans. Circuits Syst. Video Technol.
Guanghui Yue, Jie Gao, Runmin Cong, Tianwei Zhou, Leida Li, Tianfu Wang
2024 J jnl
Deep learning-based automatic segmentation of meningioma from T1-weighted contrast-enhanced MRI for preoperative meningioma differentiation using radiomic features.
BMC Medical Imaging
Liping Yang, Tianfu Wang, Jinling Zhang, Shi Kang, Shichuan Xu, Kezheng Wang
2024 — conf
DiffDGSS: Generalizable Retinal Image Segmentation with Deterministic Representation from Diffusion Models.
MICCAI (8)
Yingpeng Xie, Junlong Qu, Hai Xie, Tianfu Wang, Baiying Lei
2024 — conf
Dual Attention Graph Convolutional Network Fusing Imaging and Genetic Data for Early Alzheimer's Disease Diagnosis.
EMBC
Jiaqiang Li, Peng Yang, Junlong Qu, Bao Yang, Zhenghua Guan, Xuegang Song, Xiaohua Xiao, Tianfu Wang, Baiying Lei
2024 J jnl
Dual-Constraint Coarse-to-Fine Network for Camouflaged Object Detection.
IEEE Trans. Circuits Syst. Video Technol.
Guanghui Yue, Houlu Xiao, Hai Xie, Tianwei Zhou, Wei Zhou, Weiqing Yan, Baoquan Zhao, Tianfu Wang, Qiuping Jiang
2024 J jnl
Dual-Domain Feature Interaction Network for Automatic Colorectal Polyp Segmentation.
IEEE Trans. Instrum. Meas.
Guanghui Yue, Yuanyan Li, Shangjie Wu, Bin Jiang, Tianwei Zhou, Weiqing Yan, Hanhe Lin, Tianfu Wang
2024 J jnl
Echocardiographic segmentation based on semi-supervised deep learning with attention mechanism.
Multim. Tools Appl.
Jiajun Liang, Huijuan Pan, Zhuo Xiang, Jing Qin, Yali Qiu, Libao Guo, Tianfu Wang, Wei Jiang, Baiying Lei
2024 — conf
Federated Multi-source Domain Adaptation via Vision Transformer for Multi-site Alzheimer's Diagnosis.
BI (2)
Tuo Cai, Baiying Lei, Xueqin Yan, Cuimei Wei, Chunhua Liang, Xiaohua Xiao, Yunzhu Yang, Tianfu Wang, Peng Yang
2024 J jnl
Federated learning using model projection for multi-center disease diagnosis with non-IID data.
Neural Networks
Jie Du, Wei Li, Peng Liu, Chi-Man Vong, Yongke You, Baiying Lei, Tianfu Wang
2024 J jnl
Hybrid federated learning with brain-region attention network for multi-center Alzheimer's disease detection.
Pattern Recognit.
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
2024 — conf
Intelligent Diagnosis Platform for Alzheimer's Disease Based on Multi-modal Knowledge Graph.
BI (2)
Jiaqiang Li, Peng Yang, Jiuwen Cao, Zhenghua Guan, Junlong Qu, Lei Dong, Xueqin Yan, Cuimei Wei, Chunhua Liang, Xiaohua Xiao, Tianfu Wang, Baiying Lei
2024 — conf
Key Point Guide Network for Infant Echocardiographic Segmentation.
ISBI
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
2024 J jnl
MHW-GAN: Multidiscriminator Hierarchical Wavelet Generative Adversarial Network for Multimodal Image Fusion.
IEEE Trans. Neural Networks Learn. Syst.
Cheng Zhao, Peng Yang, Feng Zhou, Guanghui Yue, Shuigen Wang, Huisi Wu, Guoliang Chen, Tianfu Wang, Baiying Lei
2024 — conf
Misclassification Detection via Counterexample Learning for Trustworthy Cervical Cancer Screening.
PRCV (11)
Li Li, Youyi Song, Xiang Dong, Peng Yang, Tianfu Wang, Baiying Lei
2024 — conf
Multi-modality Correlation Learning Network for Pediatric Ventricular Septal Defects Identification.
PRCV (15)
Feifei Jin, Cheng Zhao, Zhuo Xiang, Xunyi Chen, Yu Zhang, Shumin Fan, Luyao Zhou, Weiling Chen, Tianfu Wang, Baiying Lei
2024 J jnl
Multi-national CT image-label pairs synthesis for COVID-19 diagnosis via few-shot generative adversarial networks adaptation.
Neural Comput. Appl.
Jing Zhang, Yingpeng Xie, Dandan Sun, Ruidong Huang, Tianfu Wang, Baiying Lei, Kuntao Chen
2024 — conf
Multi-scale 3D Convolutional LSTM for Longitudinal Alzheimer's Disease Identification.
ISBI
Zhenghua Guan, Xuegang Song, Peng Yang, Jiaqiang Li, Bao Yang, Xiaohua Xiao, Chuanming Liu, Tianfu Wang, Baiying Lei
2024 — conf
Multimodality Frequency Feature Customized Learning for Pediatric Ventricular Septal Defects Identification.
LDTM/MMMI/ML4MHD/ML-CDS@MICCAI
Feifei Jin, Cheng Zhao, Peng Yang, Zhuo Xiang, Xunyi Chen, Yu Zhang, Shumin Fan, Luyao Zhou, Weiling Chen, Tianfu Wang, Baiying Lei
2024 — conf
OCD Diagnosis with Multiple Spatial Similarity-Aware Learning and Diffusion Structure-Aware Graph Convolutional Network.
BIBM
Yu Liang, Chen Zhao, Tianfu Wang, Ziwen Peng, Peng Yang, Baiying Lei
2024 J jnl
Perceptual Quality Assessment of Retouched Face Images.
IEEE Trans. Multim.
Guanghui Yue, Honglv Wu, Qiuping Jiang, Tianwei Zhou, Weiqing Yan, Tianfu Wang
2024 J jnl
SMOD: An Accurate and Efficient Segmentation-Based Medical Object Detector.
IEEE Trans. Emerg. Top. Comput. Intell.
Jie Du, Chuyang Chen, Yuanman Li, Yaolin Zhu, Peng Liu, Tianfu Wang
2024 — conf
Spatiotemporal Feature Extraction and Fusion for Longitudinal Alzheimer's Disease Diagnosis.
BI (2)
Zhenghua Guan, Peng Yang, Haijun Lei, Bao Yang, Xuegang Song, Lei Dong, Xueqin Yan, Cuimei Wei, Chunhua Liang, Xiaohua Xiao, Tianfu Wang, Baiying Lei
2024 J jnl
Specificity-Aware Federated Learning With Dynamic Feature Fusion Network for Imbalanced Medical Image Classification.
IEEE J. Biomed. Health Informatics
Guanghui Yue, Peishan Wei, Tianwei Zhou, Youyi Song, Cheng Zhao, Tianfu Wang, Baiying Lei
2024 — conf
Via Multi-attention Guided UNet for Thyroid Nodule Segmentation of Ultrasound Images.
EMBC
Xupeng Wang, Zhuo Xiang, Xiaoyu Tian, Cheng Zhao, Chuan-Ming Liu, Tianfu Wang, Chong-Ke Zhao, Bai Ying Lei
2023 — conf
A Two-stage Diagnostic Framework for Post-ablation Treatment Response Assessment in Patients with Hepatocellular Carcinoma.
EMBC
Xiaoyu Tian, Simin Ruan, Zhuo Xiang, Mingde Li, Cheng Zhao, Minsi Chen, Danni He, Namu Baima, Wei Wang, Siping Chen, Tianfu Wang, Baiying Lei
2023 J jnl
Adaptive Context Exploration Network for Polyp Segmentation in Colonoscopy Images.
IEEE Trans. Emerg. Top. Comput. Intell.
Guanghui Yue, Siying Li, Tianwei Zhou, Miaohui Wang, Jingfeng Du, Qiuping Jiang, Wei Gao, Tianfu Wang, Jun Lv
2023 J jnl
Adversarial learning-based multi-level dense-transmission knowledge distillation for AP-ROP detection.
Medical Image Anal.
Hai Xie, Yaling Liu, Haijun Lei, Tiancheng Song, Guanghui Yue, Yueshanyi Du, Tianfu Wang, Guoming Zhang, Baiying Lei
2023 J jnl
Attention-Driven Cascaded Network for Diabetic Retinopathy Grading from Fundus Images.
Biomed. Signal Process. Control.
Guanghui Yue, Yuan Li, Tianwei Zhou, Xiaoyan Zhou, Yun Liu, Tianfu Wang
2023 J jnl
Attention-Guided Pyramid Context Network for Polyp Segmentation in Colonoscopy Images.
IEEE Trans. Instrum. Meas.
Guanghui Yue, Siying Li, Runmin Cong, Tianwei Zhou, Baiying Lei, Tianfu Wang
2023 J jnl
Automated Endoscopic Image Classification via Deep Neural Network With Class Imbalance Loss.
IEEE Trans. Instrum. Meas.
Guanghui Yue, Peishan Wei, Yun Liu, Yu Luo, Jingfeng Du, Tianfu Wang
2023 J jnl
Benchmarking Polyp Segmentation Methods in Narrow-Band Imaging Colonoscopy Images.
IEEE J. Biomed. Health Informatics
Guanghui Yue, Guibin Zhuo, Siying Li, Tianwei Zhou, Jingfeng Du, Weiqing Yan, Jingwen Hou, Weide Liu, Tianfu Wang
2023 J jnl
Boundary-Sensitive Loss Function With Location Constraint for Hard Region Segmentation.
IEEE J. Biomed. Health Informatics
Jie Du, Kai Guan, Peng Liu, Yuanman Li, Tianfu Wang
2023 J jnl
Coarse-Refined Consistency Learning Using Pixel-Level Features for Semi-Supervised Medical Image Segmentation.
IEEE J. Biomed. Health Informatics
Jie Du, Xiaoci Zhang, Peng Liu, Tianfu Wang
2023 — conf
Dense Swin Transformer for Classification of Thyroid Nodules.
EMBC
Namu Baima, Tianfu Wang, Chong-Ke Zhao, Siping Chen, Chen Zhao, Baiying Lei
2023 — conf
Dual-Branch Multimodal Fusion Network for Skin Lesions Diagnosis using Clinical and Ultrasound Image.
ISBI
Chunlun Xiao, Anqi Zhu, Chunmei Xia, Yuanlin Liu, Zifeng Qiu, Qiao Wang, Weiwei Ren, Dandan Shan, Tianfu Wang, Lehang Guo, Baiying Lei
2023 J jnl
Federated Domain Adaptation via Transformer for Multi-Site Alzheimer's Disease Diagnosis.
IEEE Trans. Medical Imaging
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
2023 J jnl
Fundus Image-Label Pairs Synthesis and Retinopathy Screening via GANs With Class-Imbalanced Semi-Supervised Learning.
IEEE Trans. Medical Imaging
Yingpeng Xie, Qiwei Wan, Hai Xie, Yanwu Xu, Tianfu Wang, Shuqiang Wang, Baiying Lei
2023 — conf
Fused Brain Functional Connectivity Network and Edge-attention Graph Convolution Network for Fibromyalgia Syndrome Diagnosis.
EMBC
Yu Liang, Meijuan Long, Peng Yang, Tianfu Wang, Juan Jiao, Baiying Lei
2023 J jnl
GIONet: Global information optimized network for multi-center COVID-19 diagnosis via COVID-GAN and domain adversarial strategy.
Comput. Biol. Medicine
Jing Zhang, Yiyao Liu, Baiying Lei, Dandan Sun, Siqi Wang, Changning Zhou, Xing Ding, Yang Chen, Fen Chen, Tianfu Wang, Ruidong Huang, Kuntao Chen
2023 — conf
Graph Convolution and Self-attention Enhanced CNN with Domain Adaptation for Multi-site COVID-19 Diagnosis.
EMBC
Jing Zhang, Yiyao Liu, Baiying Lei, Dandan Sun, Ruidong Huang, Tianfu Wang, Siping Chen, Kuntao Chen
2023 — conf
Multi-national COVID-19 CT Image-label Pairs Synthesis via Few-Shot GANs Adaptation.
ISBI
Jing Zhang, Yingpeng Xie, Dandan Sun, Ruidong Huang, Tianfu Wang, Baiying Lei, Kuntao Chen
2023 J jnl
Multi-scale enhanced graph convolutional network for mild cognitive impairment detection.
Pattern Recognit.
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
2023 J jnl
Multicenter and Multichannel Pooling GCN for Early AD Diagnosis Based on Dual-Modality Fused Brain Network.
IEEE Trans. Medical Imaging
Xuegang Song, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Yi Lei, Tianfu Wang, Baiying Lei
2023 J jnl
OCD diagnosis via smooth sparse network and fused sparse auto-encoder learning.
Expert Syst. Appl.
Peng Yang, Wei Zheng, Qiong Yang, Xiaohua Xiao, Tianfu Wang, Baiying Lei, Ziwen Peng
2023 J jnl
Parameter-Free Loss for Class-Imbalanced Deep Learning in Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Jie Du, Yanhong Zhou, Peng Liu, Chi-Man Vong, Tianfu Wang
2023 J jnl
Parameter-Free Similarity-Aware Attention Module for Medical Image Classification and Segmentation.
IEEE Trans. Emerg. Top. Comput. Intell.
Jie Du, Kai Guan, Yanhong Zhou, Yuanman Li, Tianfu Wang
2023 J jnl
Perceptual Quality Assessment of Enhanced Colonoscopy Images: A Benchmark Dataset and an Objective Method.
IEEE Trans. Circuits Syst. Video Technol.
Guanghui Yue, Di Cheng, Tianwei Zhou, Jingwen Hou, Weide Liu, Long Xu, Tianfu Wang, Jun Cheng
2023 J jnl
Semi-Supervised Authentically Distorted Image Quality Assessment With Consistency-Preserving Dual-Branch Convolutional Neural Network.
IEEE Trans. Multim.
Guanghui Yue, Di Cheng, Leida Li, Tianwei Zhou, Hantao Liu, Tianfu Wang
2023 J jnl
Semi-Supervised Representation Learning for Segmentation on Medical Volumes and Sequences.
IEEE Trans. Medical Imaging
Zejian Chen, Wei Zhuo, Tianfu Wang, Jun Cheng, Wufeng Xue, Dong Ni
2023 J jnl
Toward Multicenter Skin Lesion Classification Using Deep Neural Network With Adaptively Weighted Balance Loss.
IEEE Trans. Medical Imaging
Guanghui Yue, Peishan Wei, Tianwei Zhou, Qiuping Jiang, Weiqing Yan, Tianfu Wang
2023 — conf
USBDAN: Unsupervised Scale-aware and Boundary-aware Domain Adaptive Network for Gastric Tumor Segmentation.
EMBC
Yongtao Zhang, Ning Yuan, Bing Liu, Aocai Yang, Hongwei Yu, Kuan Lv, Jixin Luan, Pianpian Hu, Haijun Lei, Tianfu Wang, Guolin Ma, Baiying Lei
2022 J jnl
Automated polyp segmentation in colonoscopy images via deep network with lesion-aware feature selection and refinement.
Biomed. Signal Process. Control.
Guanghui Yue, Wanwan Han, Siying Li, Tianwei Zhou, Jun Lv, Tianfu Wang
2022 J jnl
Automatic diagnosis for aggressive posterior retinopathy of prematurity via deep attentive convolutional neural network.
Expert Syst. Appl.
Rugang Zhang, Jinfeng Zhao, Hai Xie, Tianfu Wang, Guozhen Chen, Guoming Zhang, Baiying Lei
2022 J jnl
Boundary Constraint Network With Cross Layer Feature Integration for Polyp Segmentation.
IEEE J. Biomed. Health Informatics
Guanghui Yue, Wanwan Han, Bin Jiang, Tianwei Zhou, Runmin Cong, Tianfu Wang
2022 J jnl
Diagnosis of obsessive-compulsive disorder via spatial similarity-aware learning and fused deep polynomial network.
Medical Image Anal.
Peng Yang, Cheng Zhao, Qiong Yang, Wei Zheng, Xiaohua Xiao, Li Shen, Tianfu Wang, Baiying Lei, Ziwen Peng
2022 — conf
Faster R-CNN for IPSC-Derived Mesenchymal Stromal Cells Senescent Detection from Bright-Field Microscopy.
ISBI
Mingzhu Li, Liangge He, Xinglie Wang, Tianfu Wang, Guanghui Yue, Guangqian Zhou, Baiying Lei
2022 — conf
Hybrid Network Based on Cross-Modal Feature Fusion for Diagnosis of Alzheimer's Disease.
EPIMI/ML-CDS@MICCAI
Zifeng Qiu, Peng Yang, Tianfu Wang, Baiying Lei
2022 J jnl
IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography.
Medical Image Anal.
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
2022 J jnl
Improved Segmentation of Echocardiography With Orientation-Congruency of Optical Flow and Motion-Enhanced Segmentation.
IEEE J. Biomed. Health Informatics
Wufeng Xue, Heng Cao, Junqiang Ma, Ti Bai, Tianfu Wang, Dong Ni
2022 B conf
Improving IQA Performance Based on Deep Mutual Learning.
ICIP
Guanghui Yue, Di Cheng, Honglv Wu, Qiuping Jiang, Tianfu Wang
2022 J jnl
Longitudinal study of early mild cognitive impairment via similarity-constrained group learning and self-attention based SBi-LSTM.
Knowl. Based Syst.
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
2022 — conf
Multi-channel Residual Neural Network Based on Squeeze-and-Excitation for Osteoporosis Diagnosis.
CLIP@MICCAI
Chunmei Xia, Yue Ding, Jionglin Wu, Wenqiang Luo, Peidong Guo, Tianfu Wang, Baiying Lei
2022 C conf
Multi-information Aggregation Network for Fundus Image Quality Assessment.
VCIP
Yuan Li, Guanghui Yue, Lvyin Duan, Honglv Wu, Tianfu Wang
2022 J jnl
NAS-optimized topology-preserving transfer learning for differentiating cortical folding patterns.
Medical Image Anal.
Shengfeng Liu, Fangfei Ge, Lin Zhao, Tianfu Wang, Dong Ni, Tianming Liu
2022 J jnl
Predicting clinical scores for Alzheimer's disease based on joint and deep learning.
Expert Syst. Appl.
Baiying Lei, Enmin Liang, Mengya Yang, Peng Yang, Feng Zhou, Ee-Leng Tan, Yi Lei, Chuan-Ming Liu, Tianfu Wang, Xiaohua Xiao, Shuqiang Wang
2022 J jnl
Regional Cardiac Motion Scoring With Multi-Scale Motion-Based Spatial Attention.
IEEE J. Biomed. Health Informatics
Wufeng Xue, Zejian Chen, Tianfu Wang, Shuo Li, Dong Ni
2022 J jnl
Scale-adaptive super-feature based MetricUNet for brain tumor segmentation.
Biomed. Signal Process. Control.
Yujian Liu, Jie Du, Chi-Man Vong, Guanghui Yue, Juan Yu, Yuli Wang, Baiying Lei, Tianfu Wang
2022 J jnl
Self-supervised multi-modal fusion network for multi-modal thyroid ultrasound image diagnosis.
Comput. Biol. Medicine
Zhuo Xiang, Qiuluan Zhuo, Cheng Zhao, Xiaofei Deng, Ting Zhu, Tianfu Wang, Wei Jiang, Baiying Lei
2022 — conf
Swin Faster R-CNN for Senescence Detection of Mesenchymal Stem Cells in Bright-Field Images.
MOVI@MICCAI
Chunlun Xiao, Mingzhu Li, Liangge He, Xuegang Song, Tianfu Wang, Baiying Lei
2022 J jnl
Unsupervised domain selective graph convolutional network for preoperative prediction of lymph node metastasis in gastric cancer.
Medical Image Anal.
Yongtao Zhang, Ning Yuan, Zhiguo Zhang, Jie Du, Tianfu Wang, Bing Liu, Aocai Yang, Kuan Lv, Guolin Ma, Baiying Lei
2021 — conf
3D Deep Attentive U-Net with Transformer for Breast Tumor Segmentation from Automated Breast Volume Scanner.
EMBC
Yiyao Liu, Yi Yang, Wei Jiang, Tianfu Wang, Baiying Lei
2021 J jnl
3D Multi-Attention Guided Multi-Task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification.
IEEE Trans. Medical Imaging
Yongtao Zhang, Haimei Li, Jie Du, Jing Qin, Tianfu Wang, Yue Chen, Bing Liu, Wenwen Gao, Guolin Ma, Baiying Lei
2021 — conf
A Method for Predicting Alzheimer's Disease Based on the Fusion of Single Nucleotide Polymorphisms and Magnetic Resonance Feature Extraction.
ML-CDS@MICCAI
Yafeng Li, Yiyao Liu, Tianfu Wang, Baiying Lei
2021 J jnl
A New Weighting Scheme for Fan-beam and Circle Cone-beam CT Reconstructions.
CoRR
Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei
2021 J jnl
Agent With Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound.
IEEE Trans. Medical Imaging
Xin Yang, Haoran Dou, Ruobing Huang, Wufeng Xue, Yuhao Huang, Jikuan Qian, Yuanji Zhang, Huanjia Luo, Huizhi Guo, Tianfu Wang, Yi Xiong, Dong Ni
2021 J jnl
Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound.
CoRR
Xin Yang, Haoran Dou, Ruobing Huang, Wufeng Xue, Yuhao Huang, Jikuan Qian, Yuanji Zhang, Huanjia Luo, Huizhi Guo, Tianfu Wang, Yi Xiong, Dong Ni
2021 — conf
Alzheimer's Disease Prediction via the Association of Single Nucleotide Polymorphism with Brain Regions.
CCBR
Yafeng Li, Yiyao Liu, Tianfu Wang, Baiying Lei
2021 J jnl
Alzheimer's disease diagnosis framework from incomplete multimodal data using convolutional neural networks.
J. Biomed. Informatics
Mohammed Abdelaziz, Tianfu Wang, Ahmed Elazab
2021 — conf
Attention-guided Deep Multi-instance Learning for Staging Retinopathy of Prematurity.
ISBI
Shaobin Chen, Rugang Zhang, Guozhen Chen, Jinfeng Zhao, Tianfu Wang, Guoming Zhang, Baiying Lei
2021 J jnl
Augmented Multicenter Graph Convolutional Network for COVID-19 Diagnosis.
IEEE Trans. Ind. Informatics
Xuegang Song, Haimei Li, Wenwen Gao, Yue Chen, Tianfu Wang, Guolin Ma, Baiying Lei
2021 J jnl
Auto-weighted centralised multi-task learning via integrating functional and structural connectivity for subjective cognitive decline diagnosis.
Medical Image Anal.
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
2021 J jnl
Automated detection of retinopathy of prematurity by deep attention network.
Multim. Tools Appl.
Baiying Lei, Xianlu Zeng, Shan Huang, Rugang Zhang, Guozhen Chen, Jinfeng Zhao, Tianfu Wang, Jiantao Wang, Guoming Zhang
2021 J jnl
Bootstrap Representation Learning for Segmentation on Medical Volumes and Sequences.
CoRR
Zejian Chen, Wei Zhuo, Tianfu Wang, Wufeng Xue, Dong Ni
2021 — conf
CD Loss: A Class-Center Based Distribution Loss for Discriminative Feature Learning in Medical Image Classification.
ICIG (2)
Yanhong Zhou, Jie Du, Yujian Liu, Yali Qiu, Tianfu Wang
2021 — conf
CEID: Benchmark Dataset for Designing Segmentation Algorithms of Instruments Used in Colorectal Endoscopy.
ICIG (2)
Wanwan Han, Guanghui Yue, Lvyin Duan, Xue Bai, Jingfeng Du, Tianwei Zhou, Tianfu Wang
2021 J jnl
Cross-attention multi-branch network for fundus diseases classification using SLO images.
Medical Image Anal.
Hai Xie, Xianlu Zeng, Haijun Lei, Jie Du, Jiantao Wang, Guoming Zhang, Jiuwen Cao, Tianfu Wang, Baiying Lei
2021 J jnl
Dual attention enhancement feature fusion network for segmentation and quantitative analysis of paediatric echocardiography.
Medical Image Anal.
Libao Guo, Baiying Lei, Weiling Chen, Jie Du, Alejandro F. Frangi, Jing Qin, Cheng Zhao, Pengpeng Shi, Bei Xia, Tianfu Wang
2021 J jnl
Fused Sparse Network Learning for Longitudinal Analysis of Mild Cognitive Impairment.
IEEE Trans. Cybern.
Peng Yang, Feng Zhou, Dong Ni, Yanwu Xu, Siping Chen, Tianfu Wang, Baiying Lei
2021 J jnl
Graph convolution network with similarity awareness and adaptive calibration for disease-induced deterioration prediction.
Medical Image Anal.
Xuegang Song, Feng Zhou, Alejandro F. Frangi, Jiuwen Cao, Xiaohua Xiao, Yi Lei, Tianfu Wang, Baiying Lei
2021 — conf
Induced Pluripotent Stem Cells Detection via Ensemble Yolo Network.
EMBC
Xinglie Wang, Jinqi Liao, Guanghui Yue, Liangge He, Tianfu Wang, Guangqian Zhou, Beiying Lei
2021 J jnl
Medical image fusion method based on dense block and deep convolutional generative adversarial network.
Neural Comput. Appl.
Cheng Zhao, Tianfu Wang, Baiying Lei
2021 — conf
Multi-channel Sparse Graph Transformer Network for Early Alzheimer's Disease Identification.
ISBI
Yali Qiu, Shuangzhi Yu, Yanhong Zhou, Dongdong Liu, Xuegang Song, Tianfu Wang, Baiying Lei
2021 — conf
Multi-directional Attention Network for Segmentation of Pediatric Echocardiographic.
PRCV (3)
Zhuo Xiang, Cheng Zhao, Libao Guo, Yali Qiu, Yun Zhu, Peng Yang, Wei Xiong, Mingzhu Li, Minsi Chen, Tianfu Wang, Baiying Lei
2021 — conf
Multi-modal Broad Learning System for Medical Image and Text-based Classification.
EMBC
Yanhong Zhou, Jie Du, Kai Guan, Tianfu Wang
2021 — conf
Multi-scale Wavelet Network Algorithm for Pediatric Echocardiographic Segmentation via Feature Fusion.
ISBI
Cheng Zhao, Bei Xia, Libao Guo, Jie Du, Weiling Chen, Tianfu Wang, Baiying Lei
2021 J jnl
Multi-scale wavelet network algorithm for pediatric echocardiographic segmentation via hierarchical feature guided fusion.
Appl. Soft Comput.
Cheng Zhao, Bei Xia, Weiling Chen, Libao Guo, Jie Du, Tianfu Wang, Baiying Lei
2021 — conf
Osteoporosis Diagnosis Based on Ultrasound Radio Frequency Signal via Multi-channel Convolutional Neural Network.
EMBC
Zhiwei Chen, Wenqiang Luo, Qi Zhang, Baiying Lei, Tianfu Wang, Zhong Chen, Yuan Fu, Peidong Guo, Changchuan Li, Teng Ma, Yue Ding, Jiang Liu
2021 — conf
Placental Super Micro-vessels Segmentation Based on ResNeXt with Convolutional Block Attention and U-Net.
EMBC
Minsi Chen, Cheng Zhao, Xiaoxian Tian, Yujian Liu, Tianfu Wang, Baiying Lei
2021 J jnl
Quality evaluation of induced pluripotent stem cell colonies by fusing multi-source features.
Comput. Methods Programs Biomed.
Guanghui Yue, Jinqi Liao, Yongjun Wang, Liangge He, Tianfu Wang, Guangqian Zhou, Baiying Lei
2021 — conf
Semi-supervised Attention-Guided VNet for Breast Cancer Detection via Multi-task Learning.
ICIG (2)
Yiyao Liu, Yi Yang, Wei Jiang, Tianfu Wang, Baiying Lei
2021 — conf
Semi-supervised Yolo Network for Induced Pluripotent Stem Cells Detection.
ICIG (2)
Xinglie Wang, Jinqi Liao, Guanghui Yue, Liangge He, Mingzhu Li, Enmin Liang, Tianfu Wang, Guangqian Zhou, Baiying Lei
2021 J jnl
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images.
Medical Image Anal.
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
2020 J jnl
A Generic Quality Control Framework for Fetal Ultrasound Cardiac Four-Chamber Planes.
IEEE J. Biomed. Health Informatics
Jinbao Dong, Shengfeng Liu, Yimei Liao, Huaxuan Wen, Baiying Lei, Shengli Li, Tianfu Wang
2020 — conf
A Novel End-to-End Hybrid Network for Alzheimer's Disease Detection Using 3D CNN and 3D CLSTM.
ISBI
Zaimin Xia, Guanghui Yue, Yanwu Xu, Chiyu Feng, Mengya Yang, Tianfu Wang, Baiying Lei
2020 J jnl
A deep network for sinogram and CT image reconstruction.
CoRR
Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei
2020 J jnl
A model-guided deep network for limited-angle computed tomography.
CoRR
Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei
2020 J jnl
AIDAN: An Attention-Guided Dual-Path Network for Pediatric Echocardiography Segmentation.
IEEE Access
Yujin Hu, Bei Xia, Muyi Mao, Zelong Jin, Jie Du, Libao Guo, Alejandro F. Frangi, Baiying Lei, Tianfu Wang
2020 — conf
An Automated Aggressive Posterior Retinopathy of Prematurity Diagnosis System by Squeeze and Excitation Hierarchical Bilinear Pooling Network.
OMIA@MICCAI
Rugang Zhang, Jinfeng Zhao, Guozhen Chen, Hai Xie, Guanghui Yue, Tianfu Wang, Guoming Zhang, Baiying Lei
2020 J jnl
An End-to-End Deep Network for Reconstructing CT Images Directly From Sparse Sinograms.
IEEE Trans. Computational Imaging
Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu, Tianfu Wang, Baiying Lei
2020 J jnl
AutoPath: Image-Specific Inference for 3D Segmentation.
Frontiers Neurorobotics
Dong Sun, Yi Wang, Dong Ni, Tianfu Wang
2020 J jnl
Breast Cancer Image Classification via Multi-Network Features and Dual-Network Orthogonal Low-Rank Learning.
IEEE Access
Yongjun Wang, Baiying Lei, Ahmed Elazab, Ee-Leng Tan, Wei Wang, Fanglin Huang, Xuehao Gong, Tianfu Wang
2020 J jnl
CR-Unet: A Composite Network for Ovary and Follicle Segmentation in Ultrasound Images.
IEEE J. Biomed. Health Informatics
Haoming Li, Jinghui Fang, Shengfeng Liu, Xiaowen Liang, Xin Yang, Zixin Mai, Manh The Van, Tianfu Wang, Zhiyi Chen, Dong Ni
2020 J jnl
Convolutional 3D to 2D Patch Conversion for Pixel-wise Glioma Segmentation in MRI Scans.
CoRR
Mohammad Hamghalam, Baiying Lei, Tianfu Wang
2020 J jnl
Convolutional descriptors aggregation via cross-net for skin lesion recognition.
Appl. Soft Comput.
Zhen Yu, Feng Jiang, Feng Zhou, Xinzi He, Dong Ni, Siping Chen, Tianfu Wang, Baiying Lei
2020 J jnl
Deep and joint learning of longitudinal data for Alzheimer's disease prediction.
Pattern Recognit.
Baiying Lei, Mengya Yang, Peng Yang, Feng Zhou, Wen Hou, Wenbin Zou, Xia Li, Tianfu Wang, Xiaohua Xiao, Shuqiang Wang
2020 J jnl
Deeply-Supervised Networks With Threshold Loss for Cancer Detection in Automated Breast Ultrasound.
IEEE Trans. Medical Imaging
Yi Wang, Na Wang, Min Xu, Junxiong Yu, Chenchen Qin, Xiao Luo, Xin Yang, Tianfu Wang, Anhua Li, Dong Ni
2020 J jnl
GP-GAN: Brain tumor growth prediction using stacked 3D generative adversarial networks from longitudinal MR Images.
Neural Networks
Ahmed Elazab, Changmiao Wang, Syed Jamal Safdar Gardezi, Hongmin Bai, Qingmao Hu, Tianfu Wang, Chunqi Chang, Baiying Lei
2020 — conf
Glioma Growth Prediction via Generative Adversarial Learning from Multi-Time Points Magnetic Resonance Images.
EMBC
Ahmed Elazab, Changmiao Wang, Syed Jamal Safdar Gardezi, Hongmin Bai, Tianfu Wang, Baiying Lei, Chunqi Chang
2020 — conf
HBNet: Hybrid Blocks Network for Segmentation of Gastric Tumor from Ordinary CT Images.
ISBI
Yongtao Zhang, Baiying Lei, Chao Fu, Jie Du, Xinjian Zhu, Xiaowei Han, Lei Du, Wenwen Gao, Tianfu Wang, Guolin Ma
2020 J jnl
High Tissue Contrast MRI Synthesis Using Multi-Stage Attention-GAN for Glioma Segmentation.
CoRR
Mohammad Hamghalam, Baiying Lei, Tianfu Wang
2020 A* conf
High Tissue Contrast MRI Synthesis Using Multi-Stage Attention-GAN for Segmentation.
AAAI
Mohammad Hamghalam, Baiying Lei, Tianfu Wang
2020 J jnl
High tissue contrast image synthesis via multistage attention-GAN: Application to segmenting brain MR scans.
Neural Networks
Mohammad Hamghalam, Tianfu Wang, Baiying Lei
2020 J jnl
Hybrid descriptor for placental maturity grading.
Multim. Tools Appl.
Baiying Lei, Feng Jiang, Feng Zhou, Dong Ni, Yuan Yao, Siping Chen, Tianfu Wang
2020 — conf
Integrating Similarity Awareness and Adaptive Calibration in Graph Convolution Network to Predict Disease.
MICCAI (7)
Xuegang Song, Alejandro F. Frangi, Xiaohua Xiao, Jiuwen Cao, Tianfu Wang, Baiying Lei
2020 — conf
Longitudinal Analysis of Mild Cognitive Impairment via Sparse Smooth Network and Attention-Based Stacked Bi-Directional Long-Short Term Memory.
ISBI
Dongdong Liu, Yanwu Xu, Ahmed Elazab, Peng Yang, Wei Wang, Tianfu Wang, Baiying Lei
2020 — conf
Multi-scale Enhanced Graph Convolutional Network for Early Mild Cognitive Impairment Detection.
MICCAI (7)
Shuangzhi Yu, Shuqiang Wang, Xiaohua Xiao, Jiuwen Cao, Guanghui Yue, Dongdong Liu, Tianfu Wang, Yanwu Xu, Baiying Lei
2020 J jnl
Parameter-Free Gaussian PSF Model for Extended Depth of Field in Brightfield Microscopy.
IEEE Trans. Image Process.
Xu Zhou, Rafael Molina, Yi Ma, Tianfu Wang, Dong Ni
2020 J jnl
Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease.
Medical Image Anal.
Baiying Lei, Nina Cheng, Alejandro F. Frangi, Ee-Leng Tan, Jiuwen Cao, Peng Yang, Ahmed Elazab, Jie Du, Yanwu Xu, Tianfu Wang
2020 — conf
Self-weighted Multi-task Learning for Subjective Cognitive Decline Diagnosis.
MICCAI (7)
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
2020 J jnl
Self-weighted adaptive structure learning for ASD diagnosis via multi-template multi-center representation.
Medical Image Anal.
Fanglin Huang, Ee-Leng Tan, Peng Yang, Shan Huang, Le Ou-Yang, Jiuwen Cao, Tianfu Wang, Baiying Lei
2020 J jnl
Skin lesion segmentation via generative adversarial networks with dual discriminators.
Medical Image Anal.
Baiying Lei, Zaimin Xia, Feng Jiang, Xudong Jiang, Zongyuan Ge, Yanwu Xu, Jie Du, Siping Chen, Tianfu Wang, Shuqiang Wang
2020 — conf
Spatial Similarity-Aware Learning and Fused Deep Polynomial Network for Detection of Obsessive-Compulsive Disorder.
MICCAI (7)
Peng Yang, Qiong Yang, Wei Zheng, Li Shen, Tianfu Wang, Ziwen Peng, Baiying Lei
2020 — conf
Transforming Intensity Distribution of Brain Lesions Via Conditional Gans for Segmentation.
ISBI
Mohammad Hamghalam, Tianfu Wang, Jie Du, Baiying Lei
2020 J jnl
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images.
CoRR
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
2020 — conf
Walking Imagery Evaluation Based on Multi-view Features and Stacked Denoising Auto-encoder Network.
ISBI
Enmin Liang, Ahmed Elazab, Shuang Liang, Qiong Wang, Tianfu Wang, Baiying Lei
2019 J jnl
A Deep Learning Framework for Identifying Zone I in RetCam Images.
IEEE Access
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
2019 — conf
ARVBNet: Real-Time Detection of Anatomical Structures in Fetal Ultrasound Cardiac Four-Chamber Planes.
MLMECH/CVII-STENT@MICCAI
Jinbao Dong, Shengfeng Liu, Tianfu Wang
2019 — conf
Aggressive Posterior Retinopathy of Prematurity Automated Diagnosis via a Deep Convolutional Network.
OMIA@MICCAI
Rugang Zhang, Jinfeng Zhao, Guozhen Chen, Tianfu Wang, Guoming Zhang, Baiying Lei
2019 J jnl
An optimized generic cerebral tumor growth modeling framework by coupling biomechanical and diffusive models with treatment effects.
Appl. Soft Comput.
Ahmed El-Azab, Ahmed M. Anter, Hongmin Bai, Qingmao Hu, Zakir Hussain, Dong Ni, Tianfu Wang, Baiying Lei
2019 — conf
Automated Stage Analysis of Retinopathy of Prematurity Using Joint Segmentation and Multi-instance Learning.
OMIA@MICCAI
Guozhen Chen, Jinfeng Zhao, Rugang Zhang, Tianfu Wang, Guoming Zhang, Baiying Lei
2019 — conf
Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans.
BrainLes@MICCAI (1)
Mohammad Hamghalam, Baiying Lei, Tianfu Wang
2019 J jnl
Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans.
CoRR
Mohammad Hamghalam, Baiying Lei, Tianfu Wang
2019 — conf
Breast Cancer Image Classification via Multi-level Dual-network Features and Sparse Multi-Relation Regularized Learning.
EMBC
Yongjun Wang, Fanglin Huang, Yongtao Zhang, Rugang Zhang, Baiying Lei, Tianfu Wang
2019 — conf
Cardiac Motion Scoring Based on CNN with Attention Mechanism.
ISICDM
Zejian Chen, Wufeng Xue, Tianfu Wang, Dong Ni
2019 — conf
Convolutional 3D to 2D Patch Conversion for Pixel-Wise Glioma Segmentation in MRI Scans.
BrainLes@MICCAI (1)
Mohammad Hamghalam, Baiying Lei, Tianfu Wang
2019 J jnl
Corrections to "Accurate Cervical Cell Segmentation From Overlapping Clumps in Pap Smear Images".
IEEE Trans. Medical Imaging
Youyi Song, Ee-Leng Tan, Xudong Jiang, Jie-Zhi Cheng, Baiying Lei, Tianfu Wang
2019 — conf
Decision-Augmented Generative Adversarial Network for Skin Lesion Segmentation.
ISBI
Feng Jiang, Feng Zhou, Jing Qin, Tianfu Wang, Baiying Lei
2019 J jnl
Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound.
CoRR
Yi Wang, Haoran Dou, Xiaowei Hu, Lei Zhu, Xin Yang, Ming Xu, Jing Qin, Pheng-Ann Heng, Tianfu Wang, Dong Ni
2019 J jnl
Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound.
IEEE Trans. Medical Imaging
Yi Wang, Dong Ni, Haoran Dou, Xiaowei Hu, Lei Zhu, Xin Yang, Ming Xu, Jing Qin, Pheng-Ann Heng, Tianfu Wang
2019 J jnl
Deep Learning Framework for Alzheimer's Disease Diagnosis via 3D-CNN and FSBi-LSTM.
IEEE Access
Chiyu Feng, Ahmed El-Azab, Peng Yang, Tianfu Wang, Feng Zhou, Huoyou Hu, Xiaohua Xiao, Baiying Lei
2019 — conf
Deep Learning via Fused Bidirectional Attention Stacked Long Short-Term Memory for Obsessive-Compulsive Disorder Diagnosis and Risk Screening.
PRIME@MICCAI
Chiyu Feng, Lili Jin, Chuangyong Xu, Peng Yang, Tianfu Wang, Baiying Lei, Ziwen Peng
2019 J jnl
Dense Deconvolutional Network for Skin Lesion Segmentation.
IEEE J. Biomed. Health Informatics
Hang Li, Xinzi He, Feng Zhou, Zhen Yu, Dong Ni, Siping Chen, Tianfu Wang, Baiying Lei
2019 — conf
Dual Network Generative Adversarial Networks for Pediatric Echocardiography Segmentation.
SUSI/PIPPI@MICCAI
Libao Guo, Yujin Hu, Baiying Lei, Jie Du, Muyi Mao, Zelong Jin, Bei Xia, Tianfu Wang
2019 — conf
Fully Automatic Pediatric Echocardiography Segmentation Using Deep Convolutional Networks Based on BiSeNet.
EMBC
Yujin Hu, Libao Guo, Baiying Lei, Muyi Mao, Zelong Jin, Ahmed Elazab, Bei Xia, Tianfu Wang
2019 — conf
Graph Convolutional Network Analysis for Mild Cognitive Impairment Prediction.
ISBI
Xin Zhao, Feng Zhou, Le Ou-Yang, Tianfu Wang, Baiying Lei
2019 — conf
Joint and Long Short-Term Memory Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal Data.
EMBC
Mengya Yang, Ahmed El-Azab, Peng Yang, Zaimin Xia, Tianfu Wang, Baiying Lei
2019 — conf
Low Rank Self-calibrated Brain Network Estimation and Autoweighted Centralized Multi-Task Learning for Early Mild Cognitive Impairment Diagnosis.
EMBC
Nina Cheng, Ahmed El-Azab, Peng Yang, Dongdong Liu, Shuangzhi Yu, Tianfu Wang, Baiying Lei
2019 J jnl
Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features.
IEEE Trans. Biomed. Eng.
Zhen Yu, Xudong Jiang, Feng Zhou, Jing Qin, Dong Ni, Siping Chen, Baiying Lei, Tianfu Wang
2019 — conf
MelanomaNet: An Effective Network for Melanoma Detection.
EMBC
Rian Huang, Jiajun Liang, Feng Jiang, Feng Zhou, Nina Cheng, Tianfu Wang, Baiying Lei
2019 — conf
Multi-scale Graph Convolutional Network for Mild Cognitive Impairment Detection.
GLMI@MICCAI
Shuangzhi Yu, Guanghui Yue, Ahmed Elazab, Xuegang Song, Tianfu Wang, Baiying Lei
2019 J jnl
Multi-task learning for quality assessment of fetal head ultrasound images.
Medical Image Anal.
Zehui Lin, Shengli Li, Dong Ni, Yimei Liao, Huaxuan Wen, Jie Du, Siping Chen, Tianfu Wang, Baiying Lei
2019 — conf
Multi-template Based Auto-Weighted Adaptive Structural Learning for ASD Diagnosis.
MLMI@MICCAI
Fanglin Huang, Peng Yang, Shan Huang, Le Ou-Yang, Tianfu Wang, Baiying Lei
2019 J jnl
Multipurpose watermarking scheme via intelligent method and chaotic map.
Multim. Tools Appl.
Baiying Lei, Xin Zhao, Haijun Lei, Dong Ni, Siping Chen, Feng Zhou, Tianfu Wang
2019 J jnl
Neuroimaging Retrieval via Adaptive Ensemble Manifold Learning for Brain Disease Diagnosis.
IEEE J. Biomed. Health Informatics
Baiying Lei, Peng Yang, Yinan Zhuo, Feng Zhou, Dong Ni, Siping Chen, Xiaohua Xiao, Tianfu Wang
2019 — conf
OCD Diagnosis via Smoothing Sparse Network and Stacked Sparse Auto-Encoder Learning.
GLMI@MICCAI
Peng Yang, Lili Jin, Chuangyong Xu, Tianfu Wang, Baiying Lei, Ziwen Peng
2019 J jnl
SANet: Superpixel Attention Network for Skin Lesion Attributes Detection.
CoRR
Xinzi He, Baiying Lei, Tianfu Wang
2019 — conf
SPRNet: Automatic Fetal Standard Plane Recognition Network for Ultrasound Images.
SUSI/PIPPI@MICCAI
Jiajun Liang, Rian Huang, Peiyao Kong, Shengli Li, Tianfu Wang, Baiying Lei
2019 — conf
Segmentation and Recovery of Pathological MR Brain Images Using Transformed Low-Rank and Structured Sparse Decomposition.
ISBI
Chuanlu Lin, Yi Wang, Tianfu Wang, Dong Ni
2019 — conf
Sparse Low-rank Constrained Adaptive Structure Learning using Multi-template for Autism Spectrum Disorder Diagnosis.
ISBI
Fanglin Huang, Ahmed El-Azab, Le Ou-Yang, Joseph Tan, Tianfu Wang, Baiying Lei
2018 — conf
3D Convolutional Neural Network and Stacked Bidirectional Recurrent Neural Network for Alzheimer's Disease Diagnosis.
PRIME@MICCAI
Chiyu Feng, Ahmed El-Azab, Peng Yang, Tianfu Wang, Baiying Lei, Xiaohua Xiao
2018 — conf
A Coupled Modified Reaction Diffusion and Biomechanical Models for Cerebral Tumor Growth Modeling in Presence of Treatment.
EMBC
Ahmed El-Azab, Hongmin Bai, Mengya Yang, Qingmao Hu, Minh Hung Le, Tianfu Wang, Baiying Lei
2018 J jnl
A Deep Convolutional Neural Network-Based Framework for Automatic Fetal Facial Standard Plane Recognition.
IEEE J. Biomed. Health Informatics
Zhen Yu, Ee-Leng Tan, Dong Ni, Jing Qin, Siping Chen, Shengli Li, Baiying Lei, Tianfu Wang
2018 — conf
Auto-context fully convolutional network for levator hiatus segmentation in ultrasoudn images.
ISBI
Na Wang, Yi Wang, Huifang Wang, Baiying Lei, Tianfu Wang, Dong Ni
2018 J jnl
Automatic Fetal Head Circumference Measurement in Ultrasound Using Random Forest and Fast Ellipse Fitting.
IEEE J. Biomed. Health Informatics
Jing Li, Yi Wang, Baiying Lei, Jie-Zhi Cheng, Jing Qin, Tianfu Wang, Shengli Li, Dong Ni
2018 — conf
Automatic and Efficient Standard Plane Recognition in Fetal Ultrasound Images via Multi-scale Dense Networks.
DATRA/PIPPI@MICCAI
Peiyao Kong, Dong Ni, Siping Chen, Shengli Li, Tianfu Wang, Baiying Lei
2018 — conf
Densely Deep Supervised Networks with Threshold Loss for Cancer Detection in Automated Breast Ultrasound.
MICCAI (4)
Na Wang, Cheng Bian, Yi Wang, Min Xu, Chenchen Qin, Xin Yang, Tianfu Wang, Anhua Li, Dinggang Shen, Dong Ni
2018 J jnl
Fabrication and Performance of a Miniaturized and Integrated Endoscope Ultrasound Convex Array for Digestive Tract Imaging.
IEEE Trans. Biomed. Eng.
Jue Peng, Xiaojian Peng, Hu Tang, Xiaozhen Li, Ruimin Chen, Yang Li, Tianfu Wang, Siping Chen, K. Kirk Shung, Qifa Zhou
2018 — conf
Join and Deep Ensemble Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal and Incomplete Data
EMBC
Mengya Yang, Peng Yang, Ahmed El-Azab, Wen Hou, Xia Li, Tianfu Wang, Wenbin Zou, Baiying Lei
2018 J jnl
Macroscopic Cerebral Tumor Growth Modeling From Medical Images: A Review.
IEEE Access
Ahmed El-Azab, Yousry M. AbdulAzeem, Ahmed M. Anter, Qingmao Hu, Tianfu Wang, Baiying Lei
2018 — conf
Placental maturity grading via hybrid descriptors based on fisher vector.
ISBI
Feng Jiang, Dong Ni, Siping Chen, Yuan Yao, Minh Hung Le, Tianfu Wang, Baiying Lei
2018 — conf
Quality Assessment of Fetal Head Ultrasound Images Based on Faster R-CNN.
POCUS/BIVPCS/CuRIOUS/CPM@MICCAI
Zehui Lin, Minh Hung Le, Dong Ni, Siping Chen, Shengli Li, Tianfu Wang, Baiying Lei
2018 B conf
Skin Lesion Segmentation via Dense Connected Deconvolutional Network.
ICPR
Hang Li, Xinzi He, Zhen Yu, Feng Zhou, Jie-Zhi Cheng, Limin Huang, Tianfu Wang, Baiying Lei
2017 — conf
A high-speed end-to-end approach for retinal arteriovenous segmentation.
CISP-BMEI
Qiaoliang Li, Shi Zhong, Zhewei Chen, Xueying Zhou, Guangyao Yang, Huisheng Zhang, Tianfu Wang
2017 J jnl
Accurate Cervical Cell Segmentation from Overlapping Clumps in Pap Smear Images.
IEEE Trans. Medical Imaging
Youyi Song, Ee-Leng Tan, Xudong Jiang, Jie-Zhi Cheng, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang
2017 — conf
Aggregating Deep Convolutional Features for Melanoma Recognition in Dermoscopy Images.
MLMI@MICCAI
Zhen Yu, Xudong Jiang, Tianfu Wang, Bai Ying Lei
2017 J jnl
Automatic Scoring of Multiple Semantic Attributes With Multi-Task Feature Leverage: A Study on Pulmonary Nodules in CT Images.
IEEE Trans. Medical Imaging
Sihong Chen, Jing Qin, Xing Ji, Bai Ying Lei, Tianfu Wang, Dong Ni, Jie-Zhi Cheng
2017 J jnl
Automatic cystocele severity grading in transperineal ultrasound by random forest regression.
Pattern Recognit.
Dong Ni, Xing Ji, Min Wu, Wenlei Wang, Xiaoshuang Deng, Zhongyi Hu, Tianfu Wang, Dinggang Shen, Jie-Zhi Cheng, Huifang Wang
2017 J jnl
Automatic placental maturity grading via hybrid learning.
Neurocomputing
Bai Ying Lei, Ee-Leng Tan, Siping Chen, Wanjun Li, Dong Ni, Yuan Yao, Tianfu Wang
2017 — conf
Cascaded Fully Convolutional Networks for automatic prenatal ultrasound image segmentation.
ISBI
Lingyun Wu, Yang Xin, Shengli Li, Tianfu Wang, Pheng-Ann Heng, Dong Ni
2017 — conf
Colorectal polyp segmentation using a fully convolutional neural network.
CISP-BMEI
Qiaoliang Li, Guangyao Yang, Zhewei Chen, Bin Huang, Liangliang Chen, Depeng Xu, Xueying Zhou, Shi Zhong, Huisheng Zhang, Tianfu Wang
2017 — conf
Convolutional neural networks based transfer learning for diabetic retinopathy fundus image classification.
CISP-BMEI
Xiaogang Li, Tiantian Pang, Biao Xiong, Weixiang Liu, Ping Liang, Tianfu Wang
2017 J jnl
FUIQA: Fetal Ultrasound Image Quality Assessment With Deep Convolutional Networks.
IEEE Trans. Cybern.
Lingyun Wu, Jie-Zhi Cheng, Shengli Li, Bai Ying Lei, Tianfu Wang, Dong Ni
2017 — conf
Fall detection for elderly person care using convolutional neural networks.
CISP-BMEI
Xiaogang Li, Tiantian Pang, Weixiang Liu, Tianfu Wang
2017 J jnl
Graph-based segmentation of abnormal nuclei in cervical cytology.
Comput. Medical Imaging Graph.
Ling Zhang, Hui Kong, Shaoxiong Liu, Tianfu Wang, Siping Chen, Milan Sonka
2017 — conf
Hybrid dermoscopy image classification framework based on deep convolutional neural network and Fisher vector.
ISBI
Zhen Yu, Dong Ni, Siping Chen, Jing Qin, Shengli Li, Tianfu Wang, Bai Ying Lei
2017 — conf
Longitudinal analysis for mild cognitive impairment identification via fused group learning with smooth regularization.
ISBI
Bai Ying Lei, Xin Zhao, Dong Ni, Siping Chen, Tianfu Wang
2017 J jnl
Multi-modal and multi-layout discriminative learning for placental maturity staging.
Pattern Recognit.
Bai Ying Lei, Wanjun Li, Yuan Yao, Xudong Jiang, Ee-Leng Tan, Jing Qin, Siping Chen, Dong Ni, Tianfu Wang
2017 J jnl
Relational-Regularized Discriminative Sparse Learning for Alzheimer's Disease Diagnosis.
IEEE Trans. Cybern.
Bai Ying Lei, Peng Yang, Tianfu Wang, Siping Chen, Dong Ni
2017 J jnl
Segmentation, Splitting, and Classification of Overlapping Bacteria in Microscope Images for Automatic Bacterial Vaginosis Diagnosis.
IEEE J. Biomed. Health Informatics
Youyi Song, Liang He, Feng Zhou, Siping Chen, Dong Ni, Bai Ying Lei, Tianfu Wang
2017 — conf
Skin Lesion Segmentation via Deep RefineNet.
DLMIA/ML-CDS@MICCAI
Xinzi He, Zhen Yu, Tianfu Wang, Baiying Lei
2016 J jnl
A Cross-Modality Learning Approach for Vessel Segmentation in Retinal Images.
IEEE Trans. Medical Imaging
Qiaoliang Li, Bowei Feng, LinPei Xie, Ping Liang, Huisheng Zhang, Tianfu Wang
2016 — conf
Adaptive ensemble manifold learning for neuroimaging retrieval.
ISBI
Yinan Zhuo, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang
2016 — conf
Automatic Cystocele Severity Grading in Ultrasound by Spatio-Temporal Regression.
MICCAI (2)
Dong Ni, Xing Ji, Yaozong Gao, Jie-Zhi Cheng, Huifang Wang, Jing Qin, Bai Ying Lei, Tianfu Wang, Guorong Wu, Dinggang Shen
2016 — conf
Bridging Computational Features Toward Multiple Semantic Features with Multi-task Regression: A Study of CT Pulmonary Nodules.
MICCAI (2)
Sihong Chen, Dong Ni, Jing Qin, Bai Ying Lei, Tianfu Wang, Jie-Zhi Cheng
2016 — conf
Fetal facial standard plane recognition via very deep convolutional networks.
EMBC
Zhen Yu, Dong Ni, Siping Chen, Shengli Li, Tianfu Wang, Bai Ying Lei
2016 J jnl
Identifying transient patterns of in vivo muscle behaviors during isometric contraction by local polynomial regression.
Biomed. Signal Process. Control.
Xin Chen, Huiying Wen, Qiaoliang Li, Tianfu Wang, Siping Chen, Yong-Ping Zheng, Zhiguo Zhang
2016 — conf
Multi-view face detector using a single cascade classifier.
SKIMA
Qiaoliang Li, Zhewei Chen, Ping Liang, Li Deng, Jinliang Zhong, Xinyu Liu, Suwen Qi, Huisheng Zhang, Tianfu Wang
2016 — conf
Placental maturity evaluation via feature fusion and discriminative learning.
ISBI
Wanjun Li, Yuan Yao, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang
2016 — conf
Segmenting overlapping cervical cell in Pap smear images.
ISBI
Youyi Song, Jie-Zhi Cheng, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang
2016 J jnl
Stacked deep polynomial network based representation learning for tumor classification with small ultrasound image dataset.
Neurocomputing
Jun Shi, Shichong Zhou, Xiao Liu, Qi Zhang, Minhua Lu, Tianfu Wang
2015 J jnl
A real time displacement estimation algorithm for ultrasound elastography.
Comput. Ind.
Minhua Lu, Yanan Tang, Ruichao Sun, Tianfu Wang, Siping Chen, Rui Mao
2015 J jnl
Accurate Segmentation of Cervical Cytoplasm and Nuclei Based on Multiscale Convolutional Network and Graph Partitioning.
IEEE Trans. Biomed. Eng.
Youyi Song, Ling Zhang, Siping Chen, Dong Ni, Bai Ying Lei, Tianfu Wang
2015 J jnl
Continuous fascicle orientation measurement of medial gastrocnemius muscle in ultrasonography using frequency domain Radon transform.
Biomed. Signal Process. Control.
Xin Chen, Qiaoliang Li, Suwen Qi, Huisheng Zhang, Siping Chen, Tianfu Wang
2015 C conf
Discriminative learning for automatic staging of placental maturity via multi-layer fisher vector.
ICICS
Wanjun Li, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang, Yuan Yao, Shengli Li
2015 J jnl
FR-KECA: Fuzzy robust kernel entropy component analysis.
Neurocomputing
Jun Shi, Qikun Jiang, Rui Mao, Minhua Lu, Tianfu Wang
2015 J jnl
Fully automatic and nonparametric quantification of adipose tissue in fat-water separation MR imaging.
Medical Biol. Eng. Comput.
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
2015 — conf
Improved segmentation of abnormal cervical nuclei using a graph-search based approach.
Digital Pathology
Ling Zhang, Shaoxiong Liu, Tianfu Wang, Siping Chen, Milan Sonka
2015 — conf
Joint Learning of Multiple Longitudinal Prediction Models by Exploring Internal Relations.
MLMI
Bai Ying Lei, Siping Chen, Dong Ni, Tianfu Wang
2015 C conf
Multipurpose and intelligent watermarking scheme for medical data.
ICICS
Yinan Zhuo, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang, Haijun Lei
2015 J jnl
Multispectral Image Alignment With Nonlinear Scale-Invariant Keypoint and Enhanced Local Feature Matrix.
IEEE Geosci. Remote. Sens. Lett.
Qiaoliang Li, Suwen Qi, Yuanyuan Shen, Dong Ni, Huisheng Zhang, Tianfu Wang
2015 J jnl
Optimal and secure audio watermarking scheme based on self-adaptive particle swarm optimization and quaternion wavelet transform.
Signal Process.
Bai Ying Lei, Feng Zhou, Ee-Leng Tan, Dong Ni, Haijun Lei, Siping Chen, Tianfu Wang
2015 J jnl
Saliency-driven image classification method based on histogram mining and image score.
Pattern Recognit.
Bai Ying Lei, Ee-Leng Tan, Siping Chen, Dong Ni, Tianfu Wang
2015 J jnl
Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks.
IEEE J. Biomed. Health Informatics
Hao Chen, Dong Ni, Jing Qin, Shengli Li, Xin Yang, Tianfu Wang, Pheng-Ann Heng
2014 — conf
A deep learning based framework for accurate segmentation of cervical cytoplasm and nuclei.
EMBC
Youyi Song, Ling Zhang, Siping Chen, Dong Ni, Baopu Li, Yongjing Zhou, Baiying Lei, Tianfu Wang
2014 C conf
A multimodal investigation of in vivo muscle behavior: System design and data analysis.
ISCAS
Xin Chen, Sheng Zhong, Yangyang Niu, Siping Chen, Tianfu Wang, Shing-Chow Chan, Zhiguo Zhang
2014 — conf
Automated segmentation of abnormal cervical cells using global and local graph cuts.
ISBI
Ling Zhang, Hui Kong, Chien Ting Chin, Shaoxiong Liu, Tianfu Wang, Siping Chen
2014 — conf
Automatic grading of placental maturity based on LIOP and fisher vector.
EMBC
Baiying Lei, Xinyao Li, Yuan Yao, Shengli Li, Siping Chen, Yongjin Zhou, Dong Ni, Tianfu Wang
2014 — conf
Automatic recognition of fetal standard plane in ultrasound image.
ISBI
Bai Ying Lei, Liu Zhuo, Siping Chen, Shengli Li, Dong Ni, Tianfu Wang
2014 J jnl
Reversible watermarking scheme for medical image based on differential evolution.
Expert Syst. Appl.
Bai Ying Lei, Ee-Leng Tan, Siping Chen, Dong Ni, Tianfu Wang, Haijun Lei
2014 — conf
Segmentation and Splitting of Touching Vaginal Bacteria Based on Superpixel and Effective Distance.
ICDM Workshops
Youyi Song, Dong Ni, Liang He, Siping Chen, Bai Ying Lei, Tianfu Wang
2014 J jnl
Segmentation of cytoplasm and nuclei of abnormal cells in cervical cytology using global and local graph cuts.
Comput. Medical Imaging Graph.
Ling Zhang, Hui Kong, Chien Ting Chin, Shaoxiong Liu, Zhi Chen, Tianfu Wang, Siping Chen
2014 — conf
Standard plane localization in ultrasound by radial component.
ISBI
Xin Yang, Dong Ni, Jing Qin, Shengli Li, Tianfu Wang, Siping Chen, Pheng-Ann Heng
2013 J jnl
Continuous Detection of Muscle Aspect Ratio Using Keypoint Tracking in Ultrasonography.
IEEE Trans. Biomed. Eng.
Qiaoliang Li, Huisheng Zhang, Suwen Qi, Mingbo Qiu, Xin Chen, Siping Chen, Tianfu Wang
2013 J jnl
Continuous thickness measurement of rectus femoris muscle in ultrasound image sequences: A completely automated approach.
Biomed. Signal Process. Control.
Qiaoliang Li, Suwen Qi, Huisheng Zhang, Yun Deng, Xin Chen, Siping Chen, Tianfu Wang
2013 — conf
Learning based automatic head detection and measurement from fetal ultrasound images via prior knowledge and imaging parameters.
ISBI
Dong Ni, Yong Yang, Shengli Li, Jing Qin, Shuyuan Ouyang, Tianfu Wang, Pheng-Ann Heng
2013 B conf
Object recognition based on adapative bag of feature and discriminative learning.
ICIP
Bai Ying Lei, Tianfu Wang, Siping Chen, Dong Ni, Haijun Lei
2013 — conf
Regularized nonnegative matrix factorization for clustering gene expression data.
BIBM
Weixiang Liu, Tianfu Wang, Siping Chen
2013 C conf
Robust watermarking scheme for medical image using optimization method.
ICICS
Bai Ying Lei, Tianfu Wang, Siping Chen, Dong Ni, Haijun Lei
2013 J jnl
Scale Invariant Feature Matching using Rotation-Invariant Distance for Remote Sensing Image Registration.
Int. J. Pattern Recognit. Artif. Intell.
Qiaoliang Li, Huisheng Zhang, Tianfu Wang
2013 — conf
Selective Search and Sequential Detection for Standard Plane Localization in Ultrasound.
Abdominal Imaging
Dong Ni, Tianmei Li, Xin Yang, Jing Qin, Shengli Li, Chien Ting Chin, Shuyuan Ouyang, Tianfu Wang, Siping Chen
2012 — conf
A GPRS-based wearable electronic thermometric alarm system.
BMEI
Huisheng Zhang, Ruikai Zhang, Qiaoliang Li, Li Yin, Siping Chen, Tianfu Wang, Shumei Lin, Xinyu Liu, Xiaofei Zhang, Xi Chen
2012 — conf
A statistical approach for muscle fascicle orientation estimation in ultrasound images.
BMEI
Qiaoliang Li, Xin Chen, Dong Ni, Siping Chen, Tianfu Wang
2012 — conf
Automatic human spermatozoa detection in microscopic video streams based on OpenCV.
BMEI
Qiaoliang Li, Xi Chen, Huisheng Zhang, Li Yin, Siping Chen, Tianfu Wang, Shumei Lin, Xinyu Liu, Xiaofei Zhang, Ruikai Zhang
2012 — conf
Numerical analysis of interaction between microbubble and elastic microvessel in low frequency ultrasound field using fluid solid interaction method.
BHI
Yuanyuan Shen, Tianfu Wang, Xian-Fen Diao, Siping Chen
2012 J jnl
Quantitative Imaging of Young's Modulus of Soft Tissues from Ultrasound Water Jet Indentation: A Finite Element Study.
Comput. Math. Methods Medicine
Minhua Lu, Rui Mao, Yin Lu, Zheng Liu, Tianfu Wang, Si-Ping Chen
2011 — conf
Automatic measurement of early gestational sac diameters from one scan session.
Computer-Aided Diagnosis
Ling Zhang, Siping Chen, Shengli Li, Tianfu Wang
2011 J jnl
Highly Sensitive Computer Aided Diagnosis System for Breast Tumor Based on Color Doppler Flow Images.
J. Medical Syst.
Xian-Fen Diao, Xinyu Zhang, Tianfu Wang, Si-Ping Chen, Ying Yang, Ling Zhong
2011 — conf
Micromachined PMN-PT single crystal diaphragm for piezoelectric sensing applications.
BMEI
Jue Peng, Xinyu Zhang, Guo Dan, Tianfu Wang, Siping Chen
2011 J jnl
Multispectral Image Matching Using Rotation-Invariant Distance.
IEEE Geosci. Remote. Sens. Lett.
Qiaoliang Li, Huisheng Zhang, Tianfu Wang
2010 J jnl
A new scheme of coded ultrasound using Golay codes.
J. Zhejiang Univ. Sci. C
Cheng Jin, Siping Chen, Zhengdi Qin, Tianfu Wang
2009 J jnl
A new adaptive interpolation algorithm for 3D ultrasound imaging with speckle reduction and edge preservation.
Comput. Medical Imaging Graph.
Qinghua Huang, Yong-Ping Zheng, Minhua Lu, Tianfu Wang, Siping Chen
2006 — conf
Recognition of Fatty Liver Using Hybrid Neural Network.
ISNN (2)
Jiangli Lin, XianHua Shen, Tianfu Wang, Deyu Li, Yan Luo, Ling Wang