Xiaoying Tang

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Lesion2void: Unsupervised Anomaly Detection in Fundus Images.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Corolla: An Efficient Multi-Modality Fusion Framework with Supervised Contrastive Learning for Glaucoma Grading.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Utilizing average symmetrical surface distance in active shape modeling for subcortical surface generation with slow-fast learning.

[BibT_eX]

[DOI]

Pinyuan Zhong

Ran Cheng

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Transformer-Based T2-weighted MRI Synthesis from T1-weighted Images.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Multi-parametric Magnetic Resonance Imaging Fusion for Automatic Classification of Prostate Cancer.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

MI-UNet: Multi-Inputs UNet Incorporating Brain Parcellation for Stroke Lesion Segmentation From T1-Weighted Magnetic Resonance Images.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

Brain segmentation based on multi-atlas and diffeomorphism guided 3D fully convolutional network ensembles.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

A deep learning framework for pancreas segmentation with multi-atlas registration and 3D level-set.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

Identifying the key components in ResNet-50 for diabetic retinopathy grading from fundus images: a systematic investigation.

[BibT_eX]

[DOI]

CoRR, 2021

LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment.

[BibT_eX]

[DOI]

CoRR, 2021

Adjacent Scale Fusion and Corneal Position Embedding for Corneal Ulcer Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021

FARGO: A Joint Framework for FAZ and RV Segmentation from OCTA Images.

[BibT_eX]

[DOI]

Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021

BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Lesion-Based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

I-SECRET: Importance-Guided Fundus Image Enhancement via Semi-supervised Contrastive Constraining.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Automated Segmentation Of Corneal Nerves In Confocal Microscopy Via Contrastive Learning Based Synthesis And Quality Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Prior Guided Fundus Image Quality Enhancement Via Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Automatic hippocampal surface generation via 3D U-net and active shape modeling with hybrid particle swarm optimization.

[BibT_eX]

[DOI]

Pinyuan Zhong

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Multi-modality Large Deformation Diffeomorphic Metric Mapping Driven by Single-modality Images.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

A Hybrid Learning Pipeline for Automated Diagnosis of First-Episode Schizophrenia Utilizing T1-weighted Images.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Multi-task Learning Based Ocular Disease Discrimination and FAZ Segmentation Utilizing OCTA Images.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Generative Adversarial Training with Dual-Attention for Vascular Segmentation and Topological Analysis.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Non-Mydriatic Fundus Images Enhancement Based on Conformal Mapping Extension.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Cloud Computing and Intelligent Systems, 2021

2020

A Large Deformation Diffeomorphic Framework for Fast Brain Image Registration via Parallel Computing and Optimization.

[BibT_eX]

[DOI]

Neuroinformatics, 2020

Efficient and robust optic disc detection and fovea localization using region proposal network and cascaded network.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2020

Deep Learning Initialized and Gradient Enhanced Level-Set Based Segmentation for Liver Tumor From CT Images.

[BibT_eX]

[DOI]

IEEE Access, 2020

A 3D+2D CNN Approach Incorporating Boundary Loss for Stroke Lesion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

Coarse-to-fine Kidney Segmentation Incorporating Abnormality Detection and Correction.

[BibT_eX]

[DOI]

Proceedings of the ISICDM 2020: The Fourth International Symposium on Image Computing and Digital Medicine, 2020

A Deep Learning Pipeline Incorporating Level Set for Vascular Segmentation and Topological Analysis.

[BibT_eX]

[DOI]

Proceedings of the ISICDM 2020: The Fourth International Symposium on Image Computing and Digital Medicine, 2020

Deep Learning Based Discrimination of Corneal Ulcer Patterns Using Fluorescein Staining Images.

[BibT_eX]

[DOI]

Proceedings of the ISICDM 2020: The Fourth International Symposium on Image Computing and Digital Medicine, 2020

Automated Diabetic Retinopathy Identification via Lesion Guided Network.

[BibT_eX]

[DOI]

Proceedings of the ISICDM 2020: The Fourth International Symposium on Image Computing and Digital Medicine, 2020

Transfer Learning for Automatic Cornea Segmentation based on Ocular Staining Images.

[BibT_eX]

[DOI]

Proceedings of the ISICDM 2020: The Fourth International Symposium on Image Computing and Digital Medicine, 2020

Dental pulp segmentation from cone-beam computed tomography images.

[BibT_eX]

[DOI]

Proceedings of the ISICDM 2020: The Fourth International Symposium on Image Computing and Digital Medicine, 2020

Multi-modal MRI synthesization based on StarGAN.

[BibT_eX]

[DOI]

Sun Fuhai

Proceedings of the ISICDM 2020: The Fourth International Symposium on Image Computing and Digital Medicine, 2020

Liver Guided Pancreas Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Deep Learning and Unsupervised Fuzzy C-Means Based Level-Set Segmentation for Liver Tumor.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Automated Hemorrhage Detection from Coarsely Annotated Fundus Images in Diabetic Retinopathy.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Probability distribution guided optic disc and cup segmentation from fundus images.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Utility of Brain Parcellation in Enhancing Brain Tumor Segmentation and Survival Prediction.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019

Brain segmentation based on multi-atlas guided 3D fully convolutional network ensembles.

[BibT_eX]

[DOI]

CoRR, 2019

Skip Connection U-Net for White Matter Hyperintensities Segmentation From MRI.

[BibT_eX]

[DOI]

IEEE Access, 2019

Whole brain volume and cortical thickness based automatic classification of Wilson's disease.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Automated Classification of Amyotrophic Lateral Sclerosis Using Multi-level Whole-brain Volumes from Structural Magnetic Resonance Imaging.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

A Joint 3D+2D Fully Convolutional Framework for Subcortical Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Fundus Image Based Retinal Vessel Segmentation Utilizing a Fast and Accurate Fully Convolutional Network.

[BibT_eX]

[DOI]

Junyan Lyu

Pujin Cheng

Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019

3D Fully Convolutional Network Incorporating Savitzky-Golay Filtering for Prostate Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019

Fully Automatic Diameter Measurement Method Based on Retinal Vessel Segmentation.

[BibT_eX]

[DOI]

Simao Wang

Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019

Region Growing Model with Edge Restrictions for Multiple Roots Tooth Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019

Prostate Segmentation Using Z-Net.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

A Multi-Atlas Guided 3D Fully Convolutional Network for MRI-Based Subcortical Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Prostate Segmentation using 2D Bridged U-net.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Fully Automatic White Matter Hyperintensity Segmentation using U-net and Skip Connection.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Simultaneous Tissue Classification and Lateral Ventricle Segmentation via a 2D U-net Driven by a 3D Fully Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Automatic Corneal Ulcer Segmentation Combining Gaussian Mixture Modeling and Otsu Method.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Analog Implementation of Reconfigurable Convolutional Neural Network Kernels.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Asia Pacific Conference on Circuits and Systems, 2019

2018

W-net: Bridged U-net for 2D Medical Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2018

Fast diffeomorphic image registration via GPU-based parallel computing: an investigation of the matching cost function.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2018: Image Processing, 2018

Automatic segmentation of corneal ulcer area based on ocular staining images.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

Classifying Alzheimer's disease using probability distribution distance of fractional anisotropy and trace from diffusion tensor imaging in combination with whole-brain segmentations.

[BibT_eX]

[DOI]

Yuanyuan Wei

Zhibin Chen

Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

Changepoint analysis of putamen and thalamus subregions in premanifest huntington's disease.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Geometry-Based Facial Expression Recognition via Large Deformation Diffeomorphic Metric Curve Mapping.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A post-processing method to improve the white matter hyperintensity segmentation accuracy for randomly-initialized U-net.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Superpixel Based Automatic Segmentation of Corneal Ulcers from Ocular Staining Images.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

2017

Geodesic distance on a Grassmannian for monitoring the progression of Alzheimer's disease.

[BibT_eX]

[DOI]

Liangyan Gui

José M. F. Moura

NeuroImage, 2017

Patch-Based Deep Convolutional Neural Network for Corneal Ulcer Area Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

Automated diagnosis of Alzheimer's disease with multi-atlas based whole brain segmentations.

[BibT_eX]

[DOI]

Yuan Luo

Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

Regression Analysis and Prediction of Mini-Mental State Examination Score in Alzheimer's Disease Using Multi-granularity Whole-Brain Segmentations.

[BibT_eX]

[DOI]

Proceedings of the Smart Health - International Conference, 2017

Analysis of mitochondrial shape dynamics using large deformation diffeomorphic metric curve matching.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Principal component analysis of the shape deformations of the hippocampus in Alzheimer's disease.

[BibT_eX]

[DOI]