Weifang Zhu

According to our database1, Weifang Zhu authored at least 81 papers between 2014 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Online presence:

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Bibliography

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

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

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

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

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

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

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

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

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

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

Generation of retinal OCT images with diseases based on cGAN.
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

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

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

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

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

2017
Choroid Neovascularization Growth Prediction With Treatment Based on Reaction-Diffusion Model in 3-D OCT 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

Nonrigid registration of 3D longitudinal optical coherence tomography volumes with choroidal neovascularization.
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

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

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

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

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

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

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


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