Songtao Yuan

Orcid: 0000-0001-9212-0664

According to our database1, Songtao Yuan authored at least 37 papers between 2015 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Cross-Device OCTA Generation by Patch-Based 3D Multi-Scale Feature Adaption.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

2023
Choroidal vessel segmentation in SD-OCT with 3D Shape-aware Adversarial Networks.
Biomed. Signal Process. Control., July, 2023

LAGAN: Lesion-Aware Generative Adversarial Networks for Edema Area Segmentation in SD-OCT Images.
IEEE J. Biomed. Health Informatics, May, 2023

Learn Single-horizon Disease Evolution for Predictive Generation of Post-therapeutic Neovascular Age-related Macular Degeneration.
Comput. Methods Programs Biomed., March, 2023

Lesion-aware generative adversarial networks for color fundus image to fundus fluorescein angiography translation.
Comput. Methods Programs Biomed., February, 2023

Corrections to "Image Projection Network: 3D to 2D Image Segmentation in OCTA Images".
IEEE Trans. Medical Imaging, 2023

CBAV-Loss: Crossover and Branch Losses for Artery-Vein Segmentation in OCTA Images.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Vessel Centripetality: A New Indicator for Morphological Analysis of Arteries and Veins.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
LamNet: A Lesion Attention Maps-Guided Network for the Prediction of Choroidal Neovascularization Volume in SD-OCT Images.
IEEE J. Biomed. Health Informatics, 2022

Joint Optimization of CycleGAN and CNN Classifier for Detection and Localization of Retinal Pathologies on Color Fundus Photographs.
IEEE J. Biomed. Health Informatics, 2022

Self-Supervised Sequence Recovery for Semi-Supervised Retinal Layer Segmentation.
IEEE J. Biomed. Health Informatics, 2022

Unpaired and Self-supervised Optical Coherence Tomography Angiography Super-Resolution.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

2021
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples.
IEEE Trans. Vis. Comput. Graph., 2021

An integrated time adaptive geographic atrophy prediction model for SD-OCT images.
Medical Image Anal., 2021

RetFluidNet: Retinal Fluid Segmentation for SD-OCT Images Using Convolutional Neural Network.
J. Digit. Imaging, 2021

Deep ensemble neural-like P systems for segmentation of central serous chorioretinopathy lesion.
Inf. Fusion, 2021

Twin self-supervision based semi-supervised learning (TS-SSL): Retinal anomaly classification in SD-OCT images.
Neurocomputing, 2021

Texture-Guided U-Net for OCT-to-OCTA Generation.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Data-Dependence Dual Path Network for Choroidal Neovascularization Segmentation in SD-OCT Images.
Proceedings of the Image and Graphics - 11th International Conference, 2021

Gaussian Distribution Prior Based Multi-view Self-supervised Learning for Serous Retinal Detachment Segmentation.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

2020
Image Projection Network: 3D to 2D Image Segmentation in OCTA Images.
IEEE Trans. Medical Imaging, 2020

Automated Quantification of Hyperreflective Foci in SD-OCT With Diabetic Retinopathy.
IEEE J. Biomed. Health Informatics, 2020

IPN-V2 and OCTA-500: Methodology and Dataset for Retinal Image Segmentation.
CoRR, 2020

Robust Layer Segmentation Against Complex Retinal Abnormalities for en face OCTA Generation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

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

Double-branched and area-constraint fully convolutional networks for automated serous retinal detachment segmentation in SD-OCT images.
Comput. Methods Programs Biomed., 2019

Automated 3-D Retinal Layer Segmentation From SD-OCT Images With Neurosensory Retinal Detachment.
IEEE Access, 2019

An Improved MPB-CNN Segmentation Method for Edema Area and Neurosensory Retinal Detachment in SD-OCT Images.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019

2018
Automatic Subretinal Fluid Segmentation of Retinal SD-OCT Images With Neurosensory Retinal Detachment Guided by Enface Fundus Imaging.
IEEE Trans. Biomed. Eng., 2018

基于三维限制区域生长的SD-OCT中浆NRD病变区域分割 (SD-OCT CSC NRD Region Segmentation Based on Region Restricted 3D Region Growing).
计算机科学, 2018

Automated choroid segmentation of three-dimensional SD-OCT images by incorporating EDI-OCT images.
Comput. Methods Programs Biomed., 2018

Automated Choroidal Neovascularization Detection for Time Series SD-OCT Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Beyond Retinal Layers: A Large Blob Detection for Subretinal Fluid Segmentation in SD-OCT Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017
Registration of OCT Fundus Images with Color Fundus Images Based on Invariant Features.
Proceedings of the Cloud Computing and Security - Third International Conference, 2017

2016
Label propagation and higher-order constraint-based segmentation of fluid-associated regions in retinal SD-OCT images.
Inf. Sci., 2016

2015
基于自适应阈值和区域生长的SD-OCT糖网图像亮斑分割 (Segmentation of Bright Speckles in SD-OCT Diabetic Retinal Images Based on Self-adaption Threshold and Region Growing).
计算机科学, 2015


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