Xinjian Chen

Orcid: 0000-0002-0871-293X

Affiliations:
  • Soochow University, School of Electronics and Information Engineering, State Key Laboratory of Radiation Medicine and Protection, Suzhou, China
  • University of Iowa, Department of Electrical and Computer Engineering, Iowa City, IA, USA (former)
  • University of Pennsylvania, National Institutes of Health, Department of Radiology and Image Sciences, PA, USA (former)
  • Microsoft Research Asia, China (former)
  • Chinese Academy of Sciences, Institute of Automation, Center for Biometrics and Security Research, Beijing, China (PhD 2006)
  • Central South University of Technology, Changsha, China (1997 - 2001)


According to our database1, Xinjian Chen authored at least 204 papers between 2004 and 2024.

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Timeline

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Bibliography

2024
Cross-Modal Consistency for Single-Modal MR Image Segmentation.
IEEE Trans. Biomed. Eng., September, 2024

Dual-Spatial Domain Generalization for Fundus Lesion Segmentation in Unseen Manufacturer's OCT Images.
IEEE Trans. Biomed. Eng., September, 2024

NeighborNet: Learning Intra- and Inter-Image Pixel Neighbor Representation for Breast Lesion Segmentation.
IEEE J. Biomed. Health Informatics, August, 2024

SAH-NET: Structure-Aware Hierarchical Network for Clustered Microcalcification Classification in Digital Breast Tomosynthesis.
IEEE Trans. Cybern., April, 2024

A Multi-Scale Fusion and Transformer Based Registration Guided Speckle Noise Reduction for OCT Images.
IEEE Trans. Medical Imaging, January, 2024

Searching Discriminative Regions for Convolutional Neural Networks in Fundus Image Classification With Genetic Algorithms.
IEEE Trans. Image Process., 2024

Style Consistency Unsupervised Domain Adaptation Medical Image Segmentation.
IEEE Trans. Image Process., 2024

A Flexible Wireless Pressure Sensor Based on UHF RFID Technology.
IEEE Trans. Instrum. Meas., 2024

Discriminative atoms embedding relation dual network for classification of choroidal neovascularization in OCT images.
Pattern Recognit., 2024

AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review.
CoRR, 2024

Enhancing Diagnostic Reliability of Foundation Model with Uncertainty Estimation in OCT Images.
CoRR, 2024

Common and Rare Fundus Diseases Identification Using Vision-Language Foundation Model with Knowledge of Over 400 Diseases.
CoRR, 2024

Improving deep learning based segmentation of scars using multi-view images.
Biomed. Signal Process. Control., 2024

RER-Net: Refractive Error Regression Network for Multi-Angle Eccentric Photorefraction Pupil Images.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023
Graph Attention U-Net for Retinal Layer Surface Detection and Choroid Neovascularization Segmentation in OCT Images.
IEEE Trans. Medical Imaging, November, 2023

Interactive Skin Wound Segmentation Based on Feature Augment Networks.
IEEE J. Biomed. Health Informatics, July, 2023

Self-Guided Optimization Semi-Supervised Method for Joint Segmentation of Macular Hole and Cystoid Macular Edema in Retinal OCT Images.
IEEE Trans. Biomed. Eng., July, 2023

Classification and segmentation of OCT images for age-related macular degeneration based on dual guidance networks.
Biomed. Signal Process. Control., July, 2023

Accurate C/D ratio estimation with elliptical fitting for OCT image based on joint segmentation and detection network.
Comput. Biol. Medicine, June, 2023

OCT<sup>2</sup>Former: A retinal OCT-angiography vessel segmentation transformer.
Comput. Methods Programs Biomed., May, 2023

A dual branch and fine-grained enhancement network for pancreatic tumor segmentation in contrast enhanced CT images.
Biomed. Signal Process. Control., April, 2023

Semi-Supervised Dual Stream Segmentation Network for Fundus Lesion Segmentation.
IEEE Trans. Medical Imaging, March, 2023

Development and evaluation of multimodal AI for diagnosis and triage of ophthalmic diseases using ChatGPT and anterior segment images: protocol for a two-stage cross-sectional study.
Frontiers Artif. Intell., February, 2023

Uncertainty-inspired Open Set Learning for Retinal Anomaly Identification.
CoRR, 2023

Pancreatic CT image segmentation based on transfer learning.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

Meta-learning-based retinal pathology classification from optical coherence tomography images.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

IF-Net: information fusion network for meibomian gland area and atrophy area segmentation.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

Multi-modality network based on CGAN and attention mechanism for glaucoma grading.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

Segmentation of common lesions in age-related macular degeneration based on boundary attention mechanism.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

A two-stage unsupervised domain adaptation method for OCT image segmentation.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

Category feature reconstruction for pathological image segmentation.
Proceedings of the Medical Imaging 2023: Digital and Computational Pathology, 2023

Enhanced pooling-convolution for pathological image multi-class segmentation.
Proceedings of the Medical Imaging 2023: Digital and Computational Pathology, 2023

UAU-Net: United Attention U-Shaped Network for the Segmentation of Pigment Deposits in Fundus Images of Retinitis Pigmentosa.
Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023

Dual-Modality Grading of Keratoconus Severity Based on Corneal Topography and Clinical Indicators.
Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023

Contrast Uncertainty Domain Alignment for Cross-Domain Pancreatic Image Segmentation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Object Localization Using Non-Euclidean Metrics.
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2023

2022
Genetic U-Net: Automatically Designed Deep Networks for Retinal Vessel Segmentation Using a Genetic Algorithm.
IEEE Trans. Medical Imaging, 2022

MsTGANet: Automatic Drusen Segmentation From Retinal OCT Images.
IEEE Trans. Medical Imaging, 2022

Global and Local Feature Reconstruction for Medical Image Segmentation.
IEEE Trans. Medical Imaging, 2022

Speckle Noise Reduction for OCT Images Based on Image Style Transfer and Conditional GAN.
IEEE J. Biomed. Health Informatics, 2022

Multi-Discriminator Adversarial Convolutional Network for Nerve Fiber Segmentation in Confocal Corneal Microscopy Images.
IEEE J. Biomed. Health Informatics, 2022

Joint Segmentation of Multi-Class Hyper-Reflective Foci in Retinal Optical Coherence Tomography Images.
IEEE Trans. Biomed. Eng., 2022

Automatic multi-tissue segmentation in pancreatic pathological images with selected multi-scale attention network.
Comput. Biol. Medicine, 2022

Research and Implementation of Importing Distributed Cluster Data into Cloud Platform Based on JMS.
Proceedings of the Tools for Design, Implementation and Verification of Emerging Information Technologies, 2022

Multi-view-based automatic method for multiple diseases screening in retinal OCT images.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Acute branch retinal artery occlusion segmentation based on Bayes posterior probability and deep learning.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Retinal OCT image report generation based on visual and semantic topic attention model.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

2021
Semi-Supervised Capsule cGAN for Speckle Noise Reduction in Retinal OCT Images.
IEEE Trans. Medical Imaging, 2021

Automatic Staging for Retinopathy of Prematurity With Deep Feature Fusion and Ordinal Classification Strategy.
IEEE Trans. Medical Imaging, 2021

Three-dimensional choroid neovascularization growth prediction from longitudinal retinal OCT images based on a hybrid model.
Pattern Recognit. Lett., 2021

Joint optic disc and cup segmentation based on multi-module U-shaped network.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Context attention-and-fusion network for multiclass retinal fluid segmentation in OCT images.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

SANet: a self-adaptive network for hyperreflective foci segmentation in retinal OCT images.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Segmentation of retinal detachment and retinoschisis in OCT images based on improved U-shaped network with cross-fusion global feature module.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Cascaded multi-scale feature interaction for choroidal atrophy segmentation.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Automated zone recognition for retinopathy of prematurity using deep neural network with attention mechanism and deep supervision strategy.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Keypoint matching networks for longitudinal fundus image affine registration.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

SGCNet: a scale-aware and global context network for linear lesion segmentation in MCSL fundus images of high myopia.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Segmentation of RBCC disruption and myopic stretch line in retinal OCT images using an improved U-shape network.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

A generative adversarial framework for capillary non-perfusion regions segmentation in fundus fluorescein angiograms.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

High-Resolution Hierarchical Adversarial Learning for OCT Speckle Noise Reduction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Cu-Segnet: Corneal Ulcer Segmentation Network.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Cycle Adaptive Multi-Target Weighting Network For Automated Diabetic Retinopathy Segmentation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

A flexible 3D force sensor for handwriting recognition.
Proceedings of the 14th International Congress on Image and Signal Processing, 2021

3D Force Measurements and the Application in Handwriting Recognition.
Proceedings of the 14th International Congress on Image and Signal Processing, 2021

2020
CPFNet: Context Pyramid Fusion Network for Medical Image Segmentation.
IEEE Trans. Medical Imaging, 2020

OCTRexpert: A Feature-Based 3D Registration Method for Retinal OCT Images.
IEEE Trans. Image Process., 2020

Low Tensor Train- and Low Multilinear Rank Approximations for De-speckling and Compression of 3D Optical Coherence Tomography Images.
CoRR, 2020

Coarse-to-fine classification for diabetic retinopathy grading using convolutional neural network.
Artif. Intell. Medicine, 2020

Hybrid Automatic Lung Segmentation on Chest CT Scans.
IEEE Access, 2020

M2E-Net: Multiscale Morphological Enhancement Network for Retinal Vessel Segmentation.
Proceedings of the Pattern Recognition and Computer Vision, Third Chinese Conference, 2020

Fully automated segmentation of hyper-reflective foci in OCT images using a U-shape network.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

An improved U-Net for nerve fibre segmentation in confocal corneal microscopy images.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

GANet: group attention network for diabetic retinopathy image segmentation.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Automatic lung segmentation in low-dose CT image with contrastive attention module.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Attention-guided channel to pixel convolution network for retinal layer segmentation with choroidal neovascularization.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Fully convolutional network with sparse feature-maps composition for automatic lung tumor segmentation from PET images.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Segmentation of choroid neovascularization in OCT images based on convolutional neural network with differential amplification blocks.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Automated retinopathy of prematurity screening using deep neural network with attention mechanism.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Choroidal atrophy segmentation based on deep network with deep-supervision and EDT-auxiliary-loss.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Enhanced low-rank plus group sparse decomposition for speckle reduction in OCT images.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Group-wise attention fusion network for choroid segmentation in OCT images.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Attention multi-scale network for pigment epithelial detachment segmentation in OCT images.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Macular Hole and Cystoid Macular Edema Joint Segmentation by Two-Stage Network and Entropy Minimization.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

ASNet: An adaptive scale network for skin lesion segmentation in dermoscopy images.
Proceedings of the Medical Imaging 2020: Biomedical Applications in Molecular, 2020

Automatic Angle-Closure Glaucoma Screening Based on the Localization of Scleral Spur in Anterior Segment OCT.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
Automatic Pathological Lung Segmentation in Low-Dose CT Image Using Eigenspace Sparse Shape Composition.
IEEE Trans. Medical Imaging, 2019

Automatic Retinal Layer Segmentation of OCT Images With Central Serous Retinopathy.
IEEE J. Biomed. Health Informatics, 2019

Surrogate-Assisted Retinal OCT Image Classification Based on Convolutional Neural Networks.
IEEE J. Biomed. Health Informatics, 2019

Nonrigid Image Registration Using Spatially Region-Weighted Correlation Ratio and GPU-Acceleration.
IEEE J. Biomed. Health Informatics, 2019

A Hierarchical Image Matting Model for Blood Vessel Segmentation in Fundus Images.
IEEE Trans. Image Process., 2019

A Flexible and Highly Sensitive Inductive Pressure Sensor Array Based on Ferrite Films.
Sensors, 2019

Automated segmentation of choroidal neovascularization in optical coherence tomography images using multi-scale convolutional neural networks with structure prior.
Multim. Syst., 2019

OIPAV: an Integrated Software System for Ophthalmic Image Processing, Analysis, and Visualization.
J. Digit. Imaging, 2019

A graph-based approach to automated EUS image layer segmentation and abnormal region detection.
Neurocomputing, 2019

Adversarial learning for deformable registration of brain MR image using a multi-scale fully convolutional network.
Biomed. Signal Process. Control., 2019

Nondestructive Measurement of Conformal Coating Thickness on Printed Circuit Board With Ultra-High Resolution Optical Coherence Tomography.
IEEE Access, 2019

Segmentation of Lung in Chest Radiographs Using Hull and Closed Polygonal Line Method.
IEEE Access, 2019

Segmentation Guided Registration for 3D Spectral-Domain Optical Coherence Tomography Images.
IEEE Access, 2019

Generation of retinal OCT images with diseases based on cGAN.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Simultaneous and automatic two surface detection of renal cortex in 3D CT images by enhanced sparse shape composition.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

A CNN based retinal regression model for Bruch's membrane opening detection.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Fully automated detection and quantification of multiple retinal lesions in OCT volumes based on deep learning and improved DRLSE.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Choroid segmentation in OCT images based on improved U-net.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Active shape dictionary for automatic segmentation of pathological lung in low-dose CT image.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Hyperspectral imaging for intraoperative diagnosis of colon cancer metastasis in a liver.
Proceedings of the Medical Imaging 2019: Digital Pathology, 2019

Encoder-Decoder Attention Network for Lesion Segmentation of Diabetic Retinopathy.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019

A Wireless Flexible Pressure Sensor for Human Motion Detection.
Proceedings of the 12th International Congress on Image and Signal Processing, 2019

2018
Multiscale Rotation-Invariant Convolutional Neural Networks for Lung Texture Classification.
IEEE J. Biomed. Health Informatics, 2018

Optic Disk Detection in Fundus Image Based on Structured Learning.
IEEE J. Biomed. Health Informatics, 2018

Automatic Segmentation of Retinal Layer in OCT Images With Choroidal Neovascularization.
IEEE Trans. Image Process., 2018

Fast and effective optic disk localization based on convolutional neural network.
Neurocomputing, 2018

Learned local similarity prior embedding active contour model for choroidal neovascularization segmentation in optical coherence tomography images.
Sci. China Inf. Sci., 2018

Automatic localization and segmentation of optical disk based on faster R-CNN and level set in fundus image.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Random walk based optic chiasm localization using multi-parametric MRI for patients with pituitary adenoma.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Explaining Convolutional Neural Networks for Area Estimation of Choroidal Neovascularization via Genetic Programming.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

cGAN-Based Lacquer Cracks Segmentation in ICGA Image.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Lung tumor segmentation based on multi-scale template matching and region growing.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

Detection and registration of vessels for longitudinal 3D retinal OCT images using SURF.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

A fast reconstruction algorithm for fluorescence molecular tomography via multipath subspace pursuit method.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

Evaluation of chemotherapeutic response of temozolomide in orthotopic glioma using bioluminescence tomography.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

Fully convolutional network and graph-based method for co-segmentation of retinal layer on macular OCT images.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
Automatic Segmentation and Quantification of White and Brown Adipose Tissues from PET/CT Scans.
IEEE Trans. Medical Imaging, 2017

Choroid Neovascularization Growth Prediction With Treatment Based on Reaction-Diffusion Model in 3-D OCT Images.
IEEE J. Biomed. Health Informatics, 2017

Single-Channel Sparse Non-Negative Blind Source Separation Method for Automatic 3-D Delineation of Lung Tumor in PET Images.
IEEE J. Biomed. Health Informatics, 2017

A Framework for Classification and Segmentation of Branch Retinal Artery Occlusion in SD-OCT.
IEEE Trans. Image Process., 2017

CorteXpert: A model-based method for automatic renal cortex segmentation.
Medical Image Anal., 2017

Automatic detection of microaneurysms in retinal fundus images.
Comput. Medical Imaging Graph., 2017

Preface.
Comput. Medical Imaging Graph., 2017

Nonrigid registration of 3D longitudinal optical coherence tomography volumes with choroidal neovascularization.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

Random walk and graph cut based active contour model for three-dimension interactive pituitary adenoma segmentation from MR images.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

Graph search: active appearance model based automated segmentation of retinal layers for optic nerve head centered OCT images.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

Fast clustering in linear 1D subspaces: segmentation of microscopic image of unstained specimens.
Proceedings of the Medical Imaging 2017: Digital Pathology, 2017

3D Choroid Neovascularization Growth Prediction with Combined Hyperelastic Biomechanical Model and Reaction-Diffusion Model.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

Automatic Retinal Layer Segmentation Based on Live Wire for Central Serous Retinopathy.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

Non-rigid Registration of Retinal OCT Images Using Conditional Correlation Ratio.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

Retinal SD-OCT image-based pituitary tumor screening.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Automated boundary segmentation and wound analysis for longitudinal corneal OCT images.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

2016
3D Fast Automatic Segmentation of Kidney Based on Modified AAM and Random Forest.
IEEE Trans. Medical Imaging, 2016

Correction to "Random Walk and Graph Cut for Co-Segmentation of Lung Tumor on PET-CT Images".
IEEE Trans. Image Process., 2016

Fall Detection Based on KPCA and 3D KPCA.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

A novel 3D graph cut based co-segmentation of lung tumor on PET-CT images with Gaussian mixture models.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Automatic co-segmentation of lung tumor based on random forest in PET-CT images.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

A framework for classification and segmentation of branch retinal artery occlusion in SD-OCT.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Automatic choroid cells segmentation and counting in fluorescence microscopic image.
Proceedings of the Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February, 2016

Gaze2Segment: A Pilot Study for Integrating Eye-Tracking Technology into Medical Image Segmentation.
Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016

3D choroid neovascularization growth prediction based on reaction-diffusion model.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

Liver recognition based on statistical shape model in CT images.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016

2015
Automated 3-D Retinal Layer Segmentation of Macular Optical Coherence Tomography Images With Serous Pigment Epithelial Detachments.
IEEE Trans. Medical Imaging, 2015

Automatic Liver Segmentation Based on Shape Constraints and Deformable Graph Cut in CT Images.
IEEE Trans. Image Process., 2015

Random Walk and Graph Cut for Co-Segmentation of Lung Tumor on PET-CT Images.
IEEE Trans. Image Process., 2015

Automated segmentation of serous pigment epithelium detachment in SD-OCT images.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Graph cut based co-segmentation of lung tumor in PET-CT images.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Automatic choroid cells segmentation and counting based on approximate convexity and concavity of chain code in fluorescence microscopic image.
Proceedings of the Medical Imaging 2015: Digital Pathology, 2015

Automated segmentation of intraretinal cystoid macular edema for retinal 3D OCT images with macular hole.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Support vector machine based IS/OS disruption detection from SD-OCT images.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

A framework for retinal layer intensity analysis for retinal artery occlusion patient based on 3D OCT.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Renal cortex localization by combining 3D Generalized Hough Transform and 3D Active Appearance Models.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Kidney Tumor Growth Prediction by Coupling Reaction-Diffusion and Biomechanical Model.
IEEE Trans. Biomed. Eng., 2013

Joint segmentation of anatomical and functional images: Applications in quantification of lesions from PET, PET-CT, MRI-PET, and MRI-PET-CT images.
Medical Image Anal., 2013

GC-ASM: Synergistic integration of graph-cut and active shape model strategies for medical image segmentation.
Comput. Vis. Image Underst., 2013

Sparseness constrained nonnegative matrix factorization for unsupervised 3D segmentation of multichannel images: demonstration on multispectral magnetic resonance image of the brain.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Fast Renal Cortex Localization by Combining Generalized Hough Transform and Active Appearance Models.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013

2012
Erratum to "Automatic Renal Cortex Segmentation Using Implicit Shape Registration and Novel Multiple Surfaces Graph Search".
IEEE Trans. Medical Imaging, 2012

Automatic Renal Cortex Segmentation Using Implicit Shape Registration and Novel Multiple Surfaces Graph Search.
IEEE Trans. Medical Imaging, 2012

Three-Dimensional Segmentation of Fluid-Associated Abnormalities in Retinal OCT: Probability Constrained Graph-Search-Graph-Cut.
IEEE Trans. Medical Imaging, 2012

Hierarchical Scale-Based Multiobject Recognition of 3-D Anatomical Structures.
IEEE Trans. Medical Imaging, 2012

A Framework of Whole Heart Extracellular Volume Fraction Estimation for Low-Dose Cardiac CT Images.
IEEE Trans. Inf. Technol. Biomed., 2012

Medical Image Segmentation by Combining Graph Cuts and Oriented Active Appearance Models.
IEEE Trans. Image Process., 2012

Minutia handedness: A novel global feature for minutiae-based fingerprint matching.
Pattern Recognit. Lett., 2012

A novel ant colony optimization algorithm for large-distorted fingerprint matching.
Pattern Recognit., 2012

Incorporation of physical constraints in optimal surface search for renal cortex segmentation.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

A framework of whole heart extracellular volume fraction estimation for low dose cardiac CT images.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Liver vessel tree segmentation based on a hybrid graph cut / fuzzy connectedness method.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

A Fully Automated Framework for Renal Cortex Segmentation.
Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012

2011
FEM-Based 3-D Tumor Growth Prediction for Kidney Tumor.
IEEE Trans. Biomed. Eng., 2011

Linear Time Algorithms for Exact Distance Transform.
J. Math. Imaging Vis., 2011

Nonlinear band expansion and nonnegative matrix underapproximation for unsupervised segmentation of a liver from a multi-phase CT image.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Automatic 3D kidney segmentation based on shape constrained GC-OAAM.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Orientation estimation of anatomical structures in medical images for object recognition.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Intensity non-standardness affects computer recognition of anatomical structures.
Proceedings of the Medical Imaging 2011: Visualization, 2011

Renal Cortex Segmentation Using Optimal Surface Search with Novel Graph Construction.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2010
Ball-scale based hierarchical multi-object recognition in 3D medical images.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

3D automatic anatomy recognition based on iterative graph-cut-ASM.
Proceedings of the Medical Imaging 2010: Visualization, 2010

Pathology detection on medical images based in oriented active appearance models.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, 2010

FEM Based 3D Tumor Growth Prediction for Kidney Tumor.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

3D automatic anatomy segmentation based on graph cut-oriented active appearance models.
Proceedings of the International Conference on Image Processing, 2010

2009
Linear time algorithms for exact distance transform: elaboration on Maurer et al. algorithm.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Automatic anatomy recognition via multi-object-oriented active shape models.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

GC-ASM: synergistic integration of active shape modeling and graph-cut methods.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Cluster of workstation based nonrigid image registration using free-form deformation.
Proceedings of the Medical Imaging 2009: Visualization, 2009

2007
Systematic Multi-Path HMM Topology Design for Online Handwriting Recognition of East Asian Characters.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Fake Finger Detection Based on Thin-Plate Spline Distortion Model.
Proceedings of the Advances in Biometrics, International Conference, 2007

2006
A new algorithm for distorted fingerprints matching based on normalized fuzzy similarity measure.
IEEE Trans. Image Process., 2006

An algorithm for distorted fingerprint matching based on local triangle feature set.
IEEE Trans. Inf. Forensics Secur., 2006

Enhancement of Low Quality Fingerprints Based on Anisotropic Filtering.
Proceedings of the Advances in Biometrics, International Conference, 2006

2005
A Robust Orientation Estimation Algorithm for Low Quality Fingerprints.
Proceedings of the Advances in Biometric Person Authentication, 2005

A Secured Mobile Phone Based on Embedded Fingerprint Recognition Systems.
Proceedings of the Intelligence and Security Informatics, 2005

A Fingerprint Authentication Mobile Phone Based on Sweep Sensor.
Proceedings of the Pattern Recognition and Image Analysis, 2005

A Fingerprint Authentication System Based on Mobile Phone.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

A Novel Algorithm for Distorted Fingerprint Matching Based on Fuzzy Features Match.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

2004
Segmentation of Fingerprint Images Using Linear Classifier.
EURASIP J. Adv. Signal Process., 2004

Improving Fingerprint Recognition Performance Based on Feature Fusion and Adaptive Registration Pattern.
Proceedings of the Advances in Biometric Person Authentication, 2004

A Matching Algorithm Based on Local Topologic Structure.
Proceedings of the Image Analysis and Recognition: International Conference, 2004


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