Tianfu Wang
Orcid: 0000-0002-1248-1214Affiliations:
- Shenzhen University, Marshall Laboratory of Biomedical Engineering, China
- Sichuan University, Chengdu, China (PhD 1997)
According to our database1,
Tianfu Wang
authored at least 251 papers
between 2006 and 2025.
Collaborative distances:
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Bibliography
2025
Federated learning via multi-attention guided UNet for thyroid nodule segmentation of ultrasound images.
Neural Networks, 2025
2024
Deep learning-based automatic segmentation of meningioma from T1-weighted contrast-enhanced MRI for preoperative meningioma differentiation using radiomic features.
BMC Medical Imaging, December, 2024
An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation.
IEEE Trans. Neural Networks Learn. Syst., November, 2024
Specificity-Aware Federated Learning With Dynamic Feature Fusion Network for Imbalanced Medical Image Classification.
IEEE J. Biomed. Health Informatics, November, 2024
MHW-GAN: Multidiscriminator Hierarchical Wavelet Generative Adversarial Network for Multimodal Image Fusion.
IEEE Trans. Neural Networks Learn. Syst., October, 2024
3D Multimodal Fusion Network With Disease-Induced Joint Learning for Early Alzheimer's Disease Diagnosis.
IEEE Trans. Medical Imaging, September, 2024
Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System.
IEEE Trans. Neural Networks Learn. Syst., August, 2024
IEEE Trans. Circuits Syst. Video Technol., May, 2024
IEEE Trans. Circuits Syst. Video Technol., May, 2024
Echocardiographic segmentation based on semi-supervised deep learning with attention mechanism.
Multim. Tools Appl., April, 2024
Adaptive Context Aggregation Network With Prediction-Aware Decoding for Multimodal Brain Tumor Segmentation.
IEEE Trans. Instrum. Meas., 2024
IEEE Trans. Instrum. Meas., 2024
Hybrid federated learning with brain-region attention network for multi-center Alzheimer's disease detection.
Pattern Recognit., 2024
Neural Networks, 2024
Federated learning using model projection for multi-center disease diagnosis with non-IID data.
Neural Networks, 2024
Multi-national CT image-label pairs synthesis for COVID-19 diagnosis via few-shot generative adversarial networks adaptation.
Neural Comput. Appl., 2024
Alzheimer's disease diagnosis from multi-modal data via feature inductive learning and dual multilevel graph neural network.
Medical Image Anal., 2024
COVID-19 diagnosis based on swin transformer model with demographic information fusion and enhanced multi-head attention mechanism.
Expert Syst. Appl., 2024
Misclassification Detection via Counterexample Learning for Trustworthy Cervical Cancer Screening.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024
Multi-modality Correlation Learning Network for Pediatric Ventricular Septal Defects Identification.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024
A Novel Diffusion Model with Wavelet Transform for Optic Disc and Cup Segmentation in Fundus Images.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024
DiffDGSS: Generalizable Retinal Image Segmentation with Deterministic Representation from Diffusion Models.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Multi-scale 3D Convolutional LSTM for Longitudinal Alzheimer's Disease Identification.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
Federated Domain Adaptation via Transformer for Multi-Site Alzheimer's Disease Diagnosis.
IEEE Trans. Medical Imaging, December, 2023
Semi-Supervised Representation Learning for Segmentation on Medical Volumes and Sequences.
IEEE Trans. Medical Imaging, December, 2023
Perceptual Quality Assessment of Enhanced Colonoscopy Images: A Benchmark Dataset and an Objective Method.
IEEE Trans. Circuits Syst. Video Technol., October, 2023
Fundus Image-Label Pairs Synthesis and Retinopathy Screening via GANs With Class-Imbalanced Semi-Supervised Learning.
IEEE Trans. Medical Imaging, September, 2023
GIONet: Global information optimized network for multi-center COVID-19 diagnosis via COVID-GAN and domain adversarial strategy.
Comput. Biol. Medicine, September, 2023
Coarse-Refined Consistency Learning Using Pixel-Level Features for Semi-Supervised Medical Image Segmentation.
IEEE J. Biomed. Health Informatics, August, 2023
IEEE J. Biomed. Health Informatics, July, 2023
IEEE Trans. Neural Networks Learn. Syst., June, 2023
Parameter-Free Similarity-Aware Attention Module for Medical Image Classification and Segmentation.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2023
IEEE Trans. Emerg. Top. Comput. Intell., April, 2023
Expert Syst. Appl., April, 2023
Multicenter and Multichannel Pooling GCN for Early AD Diagnosis Based on Dual-Modality Fused Brain Network.
IEEE Trans. Medical Imaging, February, 2023
Boundary-Sensitive Loss Function With Location Constraint for Hard Region Segmentation.
IEEE J. Biomed. Health Informatics, February, 2023
Semi-Supervised Authentically Distorted Image Quality Assessment With Consistency-Preserving Dual-Branch Convolutional Neural Network.
IEEE Trans. Multim., 2023
Toward Multicenter Skin Lesion Classification Using Deep Neural Network With Adaptively Weighted Balance Loss.
IEEE Trans. Medical Imaging, 2023
Automated Endoscopic Image Classification via Deep Neural Network With Class Imbalance Loss.
IEEE Trans. Instrum. Meas., 2023
Attention-Guided Pyramid Context Network for Polyp Segmentation in Colonoscopy Images.
IEEE Trans. Instrum. Meas., 2023
Multi-scale enhanced graph convolutional network for mild cognitive impairment detection.
Pattern Recognit., 2023
Adversarial learning-based multi-level dense-transmission knowledge distillation for AP-ROP detection.
Medical Image Anal., 2023
Attention-Driven Cascaded Network for Diabetic Retinopathy Grading from Fundus Images.
Biomed. Signal Process. Control., 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Dual-Branch Multimodal Fusion Network for Skin Lesions Diagnosis using Clinical and Ultrasound Image.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
USBDAN: Unsupervised Scale-aware and Boundary-aware Domain Adaptive Network for Gastric Tumor Segmentation.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Graph Convolution and Self-attention Enhanced CNN with Domain Adaptation for Multi-site COVID-19 Diagnosis.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
A Two-stage Diagnostic Framework for Post-ablation Treatment Response Assessment in Patients with Hepatocellular Carcinoma.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Fused Brain Functional Connectivity Network and Edge-attention Graph Convolution Network for Fibromyalgia Syndrome Diagnosis.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Boundary Constraint Network With Cross Layer Feature Integration for Polyp Segmentation.
IEEE J. Biomed. Health Informatics, 2022
IEEE J. Biomed. Health Informatics, 2022
Improved Segmentation of Echocardiography With Orientation-Congruency of Optical Flow and Motion-Enhanced Segmentation.
IEEE J. Biomed. Health Informatics, 2022
IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography.
Medical Image Anal., 2022
Unsupervised domain selective graph convolutional network for preoperative prediction of lymph node metastasis in gastric cancer.
Medical Image Anal., 2022
Diagnosis of obsessive-compulsive disorder via spatial similarity-aware learning and fused deep polynomial network.
Medical Image Anal., 2022
NAS-optimized topology-preserving transfer learning for differentiating cortical folding patterns.
Medical Image Anal., 2022
Longitudinal study of early mild cognitive impairment via similarity-constrained group learning and self-attention based SBi-LSTM.
Knowl. Based Syst., 2022
Automatic diagnosis for aggressive posterior retinopathy of prematurity via deep attentive convolutional neural network.
Expert Syst. Appl., 2022
Expert Syst. Appl., 2022
Self-supervised multi-modal fusion network for multi-modal thyroid ultrasound image diagnosis.
Comput. Biol. Medicine, 2022
Automated polyp segmentation in colonoscopy images via deep network with lesion-aware feature selection and refinement.
Biomed. Signal Process. Control., 2022
Biomed. Signal Process. Control., 2022
Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022
Swin Faster R-CNN for Senescence Detection of Mesenchymal Stem Cells in Bright-Field Images.
Proceedings of the Medical Optical Imaging and Virtual Microscopy Image Analysis, 2022
Multi-channel Residual Neural Network Based on Squeeze-and-Excitation for Osteoporosis Diagnosis.
Proceedings of the Clinical Image-Based Procedures - 11th Workshop, 2022
Hybrid Network Based on Cross-Modal Feature Fusion for Diagnosis of Alzheimer's Disease.
Proceedings of the Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging, 2022
Faster R-CNN for IPSC-Derived Mesenchymal Stromal Cells Senescent Detection from Bright-Field Microscopy.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
2021
3D Multi-Attention Guided Multi-Task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification.
IEEE Trans. Medical Imaging, 2021
Agent With Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound.
IEEE Trans. Medical Imaging, 2021
IEEE Trans. Ind. Informatics, 2021
Fused Sparse Network Learning for Longitudinal Analysis of Mild Cognitive Impairment.
IEEE Trans. Cybern., 2021
Medical image fusion method based on dense block and deep convolutional generative adversarial network.
Neural Comput. Appl., 2021
Multim. Tools Appl., 2021
Cross-attention multi-branch network for fundus diseases classification using SLO images.
Medical Image Anal., 2021
Graph convolution network with similarity awareness and adaptive calibration for disease-induced deterioration prediction.
Medical Image Anal., 2021
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images.
Medical Image Anal., 2021
Auto-weighted centralised multi-task learning via integrating functional and structural connectivity for subjective cognitive decline diagnosis.
Medical Image Anal., 2021
Dual attention enhancement feature fusion network for segmentation and quantitative analysis of paediatric echocardiography.
Medical Image Anal., 2021
Alzheimer's disease diagnosis framework from incomplete multimodal data using convolutional neural networks.
J. Biomed. Informatics, 2021
CoRR, 2021
CoRR, 2021
Quality evaluation of induced pluripotent stem cell colonies by fusing multi-source features.
Comput. Methods Programs Biomed., 2021
Multi-scale wavelet network algorithm for pediatric echocardiographic segmentation via hierarchical feature guided fusion.
Appl. Soft Comput., 2021
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021
A Method for Predicting Alzheimer's Disease Based on the Fusion of Single Nucleotide Polymorphisms and Magnetic Resonance Feature Extraction.
Proceedings of the Multimodal Learning for Clinical Decision Support, 2021
Multi-scale Wavelet Network Algorithm for Pediatric Echocardiographic Segmentation via Feature Fusion.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Multi-channel Sparse Graph Transformer Network for Early Alzheimer's Disease Identification.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Attention-guided Deep Multi-instance Learning for Staging Retinopathy of Prematurity.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
CD Loss: A Class-Center Based Distribution Loss for Discriminative Feature Learning in Medical Image Classification.
Proceedings of the Image and Graphics - 11th International Conference, 2021
Proceedings of the Image and Graphics - 11th International Conference, 2021
Semi-supervised Attention-Guided VNet for Breast Cancer Detection via Multi-task Learning.
Proceedings of the Image and Graphics - 11th International Conference, 2021
CEID: Benchmark Dataset for Designing Segmentation Algorithms of Instruments Used in Colorectal Endoscopy.
Proceedings of the Image and Graphics - 11th International Conference, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
3D Deep Attentive U-Net with Transformer for Breast Tumor Segmentation from Automated Breast Volume Scanner.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Placental Super Micro-vessels Segmentation Based on ResNeXt with Convolutional Block Attention and U-Net.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Osteoporosis Diagnosis Based on Ultrasound Radio Frequency Signal via Multi-channel Convolutional Neural Network.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Alzheimer's Disease Prediction via the Association of Single Nucleotide Polymorphism with Brain Regions.
Proceedings of the Biometric Recognition - 15th Chinese Conference, 2021
2020
Deeply-Supervised Networks With Threshold Loss for Cancer Detection in Automated Breast Ultrasound.
IEEE Trans. Medical Imaging, 2020
CR-Unet: A Composite Network for Ovary and Follicle Segmentation in Ultrasound Images.
IEEE J. Biomed. Health Informatics, 2020
A Generic Quality Control Framework for Fetal Ultrasound Cardiac Four-Chamber Planes.
IEEE J. Biomed. Health Informatics, 2020
Parameter-Free Gaussian PSF Model for Extended Depth of Field in Brightfield Microscopy.
IEEE Trans. Image Process., 2020
An End-to-End Deep Network for Reconstructing CT Images Directly From Sparse Sinograms.
IEEE Trans. Computational Imaging, 2020
Pattern Recognit., 2020
High tissue contrast image synthesis via multistage attention-GAN: Application to segmenting brain MR scans.
Neural Networks, 2020
GP-GAN: Brain tumor growth prediction using stacked 3D generative adversarial networks from longitudinal MR Images.
Neural Networks, 2020
Skin lesion segmentation via generative adversarial networks with dual discriminators.
Medical Image Anal., 2020
Self-calibrated brain network estimation and joint non-convex multi-task learning for identification of early Alzheimer's disease.
Medical Image Anal., 2020
Self-weighted adaptive structure learning for ASD diagnosis via multi-template multi-center representation.
Medical Image Anal., 2020
Frontiers Neurorobotics, 2020
High Tissue Contrast MRI Synthesis Using Multi-Stage Attention-GAN for Glioma Segmentation.
CoRR, 2020
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images.
CoRR, 2020
Appl. Soft Comput., 2020
Breast Cancer Image Classification via Multi-Network Features and Dual-Network Orthogonal Low-Rank Learning.
IEEE Access, 2020
AIDAN: An Attention-Guided Dual-Path Network for Pediatric Echocardiography Segmentation.
IEEE Access, 2020
An Automated Aggressive Posterior Retinopathy of Prematurity Diagnosis System by Squeeze and Excitation Hierarchical Bilinear Pooling Network.
Proceedings of the Ophthalmic Medical Image Analysis - 7th International Workshop, 2020
Multi-scale Enhanced Graph Convolutional Network for Early Mild Cognitive Impairment Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Spatial Similarity-Aware Learning and Fused Deep Polynomial Network for Detection of Obsessive-Compulsive Disorder.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Integrating Similarity Awareness and Adaptive Calibration in Graph Convolution Network to Predict Disease.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
HBNet: Hybrid Blocks Network for Segmentation of Gastric Tumor from Ordinary CT Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
A Novel End-to-End Hybrid Network for Alzheimer's Disease Detection Using 3D CNN and 3D CLSTM.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Longitudinal Analysis of Mild Cognitive Impairment via Sparse Smooth Network and Attention-Based Stacked Bi-Directional Long-Short Term Memory.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Walking Imagery Evaluation Based on Multi-view Features and Stacked Denoising Auto-encoder Network.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Transforming Intensity Distribution of Brain Lesions Via Conditional Gans for Segmentation.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Glioma Growth Prediction via Generative Adversarial Learning from Multi-Time Points Magnetic Resonance Images.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Medical Imaging, 2019
Corrections to "Accurate Cervical Cell Segmentation From Overlapping Clumps in Pap Smear Images".
IEEE Trans. Medical Imaging, 2019
IEEE J. Biomed. Health Informatics, 2019
Neuroimaging Retrieval via Adaptive Ensemble Manifold Learning for Brain Disease Diagnosis.
IEEE J. Biomed. Health Informatics, 2019
Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features.
IEEE Trans. Biomed. Eng., 2019
Multim. Tools Appl., 2019
Medical Image Anal., 2019
An optimized generic cerebral tumor growth modeling framework by coupling biomechanical and diffusive models with treatment effects.
Appl. Soft Comput., 2019
IEEE Access, 2019
Aggressive Posterior Retinopathy of Prematurity Automated Diagnosis via a Deep Convolutional Network.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019
Proceedings of the Graph Learning in Medical Imaging - First International Workshop, 2019
Proceedings of the Graph Learning in Medical Imaging - First International Workshop, 2019
Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019
Dual Network Generative Adversarial Networks for Pediatric Echocardiography Segmentation.
Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019
Deep Learning via Fused Bidirectional Attention Stacked Long Short-Term Memory for Obsessive-Compulsive Disorder Diagnosis and Risk Screening.
Proceedings of the Predictive Intelligence in Medicine - Second International Workshop, 2019
ARVBNet: Real-Time Detection of Anatomical Structures in Fetal Ultrasound Cardiac Four-Chamber Planes.
Proceedings of the Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting, 2019
Automated Stage Analysis of Retinopathy of Prematurity Using Joint Segmentation and Multi-instance Learning.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019
Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Segmentation and Recovery of Pathological MR Brain Images Using Transformed Low-Rank and Structured Sparse Decomposition.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Sparse Low-rank Constrained Adaptive Structure Learning using Multi-template for Autism Spectrum Disorder Diagnosis.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Joint and Long Short-Term Memory Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal Data.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Breast Cancer Image Classification via Multi-level Dual-network Features and Sparse Multi-Relation Regularized Learning.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Fully Automatic Pediatric Echocardiography Segmentation Using Deep Convolutional Networks Based on BiSeNet.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Low Rank Self-calibrated Brain Network Estimation and Autoweighted Centralized Multi-Task Learning for Early Mild Cognitive Impairment Diagnosis.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019
Convolutional 3D to 2D Patch Conversion for Pixel-Wise Glioma Segmentation in MRI Scans.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019
2018
A Deep Convolutional Neural Network-Based Framework for Automatic Fetal Facial Standard Plane Recognition.
IEEE J. Biomed. Health Informatics, 2018
Automatic Fetal Head Circumference Measurement in Ultrasound Using Random Forest and Fast Ellipse Fitting.
IEEE J. Biomed. Health Informatics, 2018
Fabrication and Performance of a Miniaturized and Integrated Endoscope Ultrasound Convex Array for Digestive Tract Imaging.
IEEE Trans. Biomed. Eng., 2018
IEEE Access, 2018
Densely Deep Supervised Networks with Threshold Loss for Cancer Detection in Automated Breast Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018
Automatic and Efficient Standard Plane Recognition in Fetal Ultrasound Images via Multi-scale Dense Networks.
Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018
3D Convolutional Neural Network and Stacked Bidirectional Recurrent Neural Network for Alzheimer's Disease Diagnosis.
Proceedings of the PRedictive Intelligence in MEdicine - First International Workshop, 2018
Auto-context fully convolutional network for levator hiatus segmentation in ultrasoudn images.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Join and Deep Ensemble Regression of Clinical Scores for Alzheimer's Disease Using Longitudinal and Incomplete Data<sup>*</sup>.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
A Coupled Modified Reaction Diffusion and Biomechanical Models for Cerebral Tumor Growth Modeling in Presence of Treatment.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
IEEE Trans. Medical Imaging, 2017
Automatic Scoring of Multiple Semantic Attributes With Multi-Task Feature Leverage: A Study on Pulmonary Nodules in CT Images.
IEEE Trans. Medical Imaging, 2017
Segmentation, Splitting, and Classification of Overlapping Bacteria in Microscope Images for Automatic Bacterial Vaginosis Diagnosis.
IEEE J. Biomed. Health Informatics, 2017
IEEE Trans. Cybern., 2017
Relational-Regularized Discriminative Sparse Learning for Alzheimer's Disease Diagnosis.
IEEE Trans. Cybern., 2017
Automatic cystocele severity grading in transperineal ultrasound by random forest regression.
Pattern Recognit., 2017
Pattern Recognit., 2017
Comput. Medical Imaging Graph., 2017
Aggregating Deep Convolutional Features for Melanoma Recognition in Dermoscopy Images.
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017
Proceedings of the Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, 2017
Hybrid dermoscopy image classification framework based on deep convolutional neural network and Fisher vector.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Cascaded Fully Convolutional Networks for automatic prenatal ultrasound image segmentation.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Longitudinal analysis for mild cognitive impairment identification via fused group learning with smooth regularization.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 10th International Congress on Image and Signal Processing, 2017
Proceedings of the 10th International Congress on Image and Signal Processing, 2017
Convolutional neural networks based transfer learning for diabetic retinopathy fundus image classification.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017
Proceedings of the 10th International Congress on Image and Signal Processing, 2017
2016
IEEE Trans. Medical Imaging, 2016
Stacked deep polynomial network based representation learning for tumor classification with small ultrasound image dataset.
Neurocomputing, 2016
Identifying transient patterns of in vivo muscle behaviors during isometric contraction by local polynomial regression.
Biomed. Signal Process. Control., 2016
Proceedings of the 10th International Conference on Software, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Bridging Computational Features Toward Multiple Semantic Features with Multi-task Regression: A Study of CT Pulmonary Nodules.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks.
IEEE J. Biomed. Health Informatics, 2015
Accurate Segmentation of Cervical Cytoplasm and Nuclei Based on Multiscale Convolutional Network and Graph Partitioning.
IEEE Trans. Biomed. Eng., 2015
Optimal and secure audio watermarking scheme based on self-adaptive particle swarm optimization and quaternion wavelet transform.
Signal Process., 2015
Saliency-driven image classification method based on histogram mining and image score.
Pattern Recognit., 2015
Fully automatic and nonparametric quantification of adipose tissue in fat-water separation MR imaging.
Medical Biol. Eng. Comput., 2015
Multispectral Image Alignment With Nonlinear Scale-Invariant Keypoint and Enhanced Local Feature Matrix.
IEEE Geosci. Remote. Sens. Lett., 2015
Comput. Ind., 2015
Continuous fascicle orientation measurement of medial gastrocnemius muscle in ultrasonography using frequency domain Radon transform.
Biomed. Signal Process. Control., 2015
Improved segmentation of abnormal cervical nuclei using a graph-search based approach.
Proceedings of the Medical Imaging 2015: Digital Pathology, 2015
Joint Learning of Multiple Longitudinal Prediction Models by Exploring Internal Relations.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015
Proceedings of the 10th International Conference on Information, 2015
Discriminative learning for automatic staging of placental maturity via multi-layer fisher vector.
Proceedings of the 10th International Conference on Information, 2015
2014
Expert Syst. Appl., 2014
Segmentation of cytoplasm and nuclei of abnormal cells in cervical cytology using global and local graph cuts.
Comput. Medical Imaging Graph., 2014
A multimodal investigation of in vivo muscle behavior: System design and data analysis.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Segmentation and Splitting of Touching Vaginal Bacteria Based on Superpixel and Effective Distance.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
A deep learning based framework for accurate segmentation of cervical cytoplasm and nuclei.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Continuous Detection of Muscle Aspect Ratio Using Keypoint Tracking in Ultrasonography.
IEEE Trans. Biomed. Eng., 2013
Scale Invariant Feature Matching using Rotation-Invariant Distance for Remote Sensing Image Registration.
Int. J. Pattern Recognit. Artif. Intell., 2013
Continuous thickness measurement of rectus femoris muscle in ultrasound image sequences: A completely automated approach.
Biomed. Signal Process. Control., 2013
Selective Search and Sequential Detection for Standard Plane Localization in Ultrasound.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
Learning based automatic head detection and measurement from fetal ultrasound images via prior knowledge and imaging parameters.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
Proceedings of the 9th International Conference on Information, 2013
2012
Quantitative Imaging of Young's Modulus of Soft Tissues from Ultrasound Water Jet Indentation: A Finite Element Study.
Comput. Math. Methods Medicine, 2012
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012
A statistical approach for muscle fascicle orientation estimation in ultrasound images.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012
Numerical analysis of interaction between microbubble and elastic microvessel in low frequency ultrasound field using fluid solid interaction method.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
2011
IEEE Geosci. Remote. Sens. Lett., 2011
Highly Sensitive Computer Aided Diagnosis System for Breast Tumor Based on Color Doppler Flow Images.
J. Medical Syst., 2011
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
3D Diffusion tensor magnetic resonance images denoising based on sparse representation.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011
Micromachined PMN-PT single crystal diaphragm for piezoelectric sensing applications.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011
2010
2009
A new adaptive interpolation algorithm for 3D ultrasound imaging with speckle reduction and edge preservation.
Comput. Medical Imaging Graph., 2009
Computer-Aided Diagnosis of Breast Tumor Based on B-Mode Ultrasound and Color Doppler Flow Imaging.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009
2006
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006