Tianfu Wang

According to our database1, Tianfu Wang authored at least 142 papers between 2006 and 2020.

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Bibliography

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

Deep and joint learning of longitudinal data for Alzheimer's disease prediction.
Pattern Recognit., 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

AutoPath: Image-Specific Inference for 3D Segmentation.
Frontiers Neurorobotics, 2020

A model-guided deep network for limited-angle computed tomography.
CoRR, 2020

High Tissue Contrast MRI Synthesis Using Multi-Stage Attention-GAN for Glioma Segmentation.
CoRR, 2020

VerSe: A Vertebrae Labelling and Segmentation Benchmark.
CoRR, 2020

A deep network for sinogram and CT image reconstruction.
CoRR, 2020

Convolutional descriptors aggregation via cross-net for skin lesion recognition.
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

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

High Tissue Contrast MRI Synthesis Using Multi-Stage Attention-GAN for Segmentation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound.
IEEE Trans. Medical Imaging, 2019

Corrections to "Accurate Cervical Cell Segmentation From Overlapping Clumps in Pap Smear Images".
IEEE Trans. Medical Imaging, 2019

Dense Deconvolutional Network for Skin Lesion Segmentation.
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

Multipurpose watermarking scheme via intelligent method and chaotic map.
Multim. Tools Appl., 2019

Multi-task learning for quality assessment of fetal head ultrasound images.
Medical Image Anal., 2019

NS-DBSCAN: A Density-Based Clustering Algorithm in Network Space.
ISPRS Int. J. Geo Inf., 2019

SANet: Superpixel Attention Network for Skin Lesion Attributes Detection.
CoRR, 2019

An optimized generic cerebral tumor growth modeling framework by coupling biomechanical and diffusive models with treatment effects.
Appl. Soft Comput., 2019

A Deep Learning Framework for Identifying Zone I in RetCam Images.
IEEE Access, 2019

Deep Learning Framework for Alzheimer's Disease Diagnosis via 3D-CNN and FSBi-LSTM.
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

Multi-scale Graph Convolutional Network for Mild Cognitive Impairment Detection.
Proceedings of the Graph Learning in Medical Imaging - First International Workshop, 2019

OCD Diagnosis via Smoothing Sparse Network and Stacked Sparse Auto-Encoder Learning.
Proceedings of the Graph Learning in Medical Imaging - First International Workshop, 2019

SPRNet: Automatic Fetal Standard Plane Recognition Network for Ultrasound Images.
Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019

Multi-template Based Auto-Weighted Adaptive Structural Learning for ASD Diagnosis.
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

Cardiac Motion Scoring Based on CNN with Attention Mechanism.
Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019

Graph Convolutional Network Analysis for Mild Cognitive Impairment Prediction.
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

Decision-Augmented Generative Adversarial Network for Skin Lesion Segmentation.
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

MelanomaNet: An Effective Network for Melanoma Detection.
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

Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans.
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

Macroscopic Cerebral Tumor Growth Modeling From Medical Images: A Review.
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

Quality Assessment of Fetal Head Ultrasound Images Based on Faster R-CNN.
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

Placental maturity grading via hybrid descriptors based on fisher vector.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Skin Lesion Segmentation via Dense Connected Deconvolutional Network.
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
Accurate Cervical Cell Segmentation from Overlapping Clumps in Pap Smear Images.
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

FUIQA: Fetal Ultrasound Image Quality Assessment With Deep Convolutional Networks.
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

Multi-modal and multi-layout discriminative learning for placental maturity staging.
Pattern Recognit., 2017

Automatic placental maturity grading via hybrid learning.
Neurocomputing, 2017

Graph-based segmentation of abnormal nuclei in cervical cytology.
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

Skin Lesion Segmentation via Deep RefineNet.
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

A high-speed end-to-end approach for retinal arteriovenous segmentation.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

Colorectal polyp segmentation using a fully convolutional neural network.
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

Fall detection for elderly person care using convolutional neural networks.
Proceedings of the 10th International Congress on Image and Signal Processing, 2017

2016
A Cross-Modality Learning Approach for Vessel Segmentation in Retinal Images.
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

Multi-view face detector using a single cascade classifier.
Proceedings of the 10th International Conference on Software, 2016

Automatic Cystocele Severity Grading in Ultrasound by Spatio-Temporal Regression.
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

Adaptive ensemble manifold learning for neuroimaging retrieval.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Segmenting overlapping cervical cell in Pap smear images.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Placental maturity evaluation via feature fusion and discriminative learning.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Fetal facial standard plane recognition via very deep convolutional networks.
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

FR-KECA: Fuzzy robust kernel entropy component analysis.
Neurocomputing, 2015

A real time displacement estimation algorithm for ultrasound elastography.
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

Multipurpose and intelligent watermarking scheme for medical data.
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
Reversible watermarking scheme for medical image based on differential evolution.
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

Automated segmentation of abnormal cervical cells using global and local graph cuts.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Standard plane localization in ultrasound by radial component.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Automatic recognition of fetal standard plane in ultrasound image.
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

Automatic grading of placental maturity based on LIOP and fisher vector.
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

Object recognition based on adapative bag of feature and discriminative learning.
Proceedings of the IEEE International Conference on Image Processing, 2013

Regularized nonnegative matrix factorization for clustering gene expression data.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Robust watermarking scheme for medical image using optimization method.
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

A GPRS-based wearable electronic thermometric alarm system.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

Automatic human spermatozoa detection in microscopic video streams based on OpenCV.
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
Multispectral Image Matching Using Rotation-Invariant Distance.
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

Automatic measurement of early gestational sac diameters from one scan session.
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
A new scheme of coded ultrasound using Golay codes.
J. Zhejiang Univ. Sci. C, 2010

2009
A new adaptive interpolation algorithm for 3D ultrasound imaging with speckle reduction and edge preservation.
Comput. Medical Imaging Graph., 2009

The Effect of Anterior Cruciate Ligament Injury on the Biomechanical Behavior of Human Knee Joint.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 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
Recognition of Fatty Liver Using Hybrid Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006


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