Songtao Yuan

49 papers Misc 1Journal 35Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
From discrete to continuous: A spatiotemporal evolution-aware adversarial diffusion framework for retinal disease progression prediction.
Neurocomputing
Xiaohui Li, Yuhan Zhang, Sijie Niu, Songtao Yuan, Qiang Chen
2026 J jnl
MT-DENet: Prediction of post-therapy OCT images in diabetic macular edema by multi-temporal disease evolution network.
Biomed. Signal Process. Control.
Xiaohui Li, Kun Huang, Yuhan Zhang, Songtao Yuan, Sijie Niu, Qiang Chen
2025 J jnl
Bilateral deformable attention transformer for screening of high myopia using optical coherence tomography.
Comput. Biol. Medicine
Ruoxuan Gou, Xiao Ma, Na Su, Songtao Yuan, Qiang Chen
2024 J jnl
Automated Quantification of Hyperreflective Foci in SD-OCT With Diabetic Retinopathy.
CoRR
Idowu Paul Okuwobi, Zexuan Ji, Wen Fan, Songtao Yuan, Loza Bekalo, Qiang Chen
2024 J jnl
Cross-Device OCTA Generation by Patch-Based 3D Multi-Scale Feature Adaption.
IEEE Trans. Emerg. Top. Comput. Intell.
Kun Huang, Na Su, Yuhui Tao, Mingchao Li, Xiao Ma, Zexuan Ji, Songtao Yuan, Qiang Chen
2024 J jnl
Diverse Data Generation for Retinal Layer Segmentation With Potential Structure Modeling.
IEEE Trans. Medical Imaging
Kun Huang, Xiao Ma, Zetian Zhang, Yuhan Zhang, Songtao Yuan, Huazhu Fu, Qiang Chen
2024 — conf
Memory-Efficient High-Resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models.
MICCAI (7)
Kun Huang, Xiao Ma, Yuhan Zhang, Na Su, Songtao Yuan, Yong Liu, Qiang Chen, Huazhu Fu
2024 J jnl
Memory-efficient High-resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models.
CoRR
Kun Huang, Xiao Ma, Yuhan Zhang, Na Su, Songtao Yuan, Yong Liu, Qiang Chen, Huazhu Fu
2024 Misc conf
Model-Based Label-to-Image Diffusion for Semi-Supervised Choroidal Vessel Segmentation.
ICASSP
Kun Huang, Xiao Ma, Na Su, Songtao Yuan, Qiang Chen
2024 J jnl
OCTA-500: A retinal dataset for optical coherence tomography angiography study.
Medical Image Anal.
Mingchao Li, Kun Huang, Qiuzhuo Xu, Jiadong Yang, Yuhan Zhang, Zexuan Ji, Keren Xie, Songtao Yuan, Qinghuai Liu, Qiang Chen
2023 — conf
Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography.
MICCAI (5)
Xiao Ma, Zetian Zhang, Zexuan Ji, Kun Huang, Na Su, Songtao Yuan, Qiang Chen
2023 J jnl
Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography.
CoRR
Xiao Ma, Zetian Zhang, Zexuan Ji, Kun Huang, Na Su, Songtao Yuan, Qiang Chen
2023 — conf
CBAV-Loss: Crossover and Branch Losses for Artery-Vein Segmentation in OCTA Images.
PRCV (13)
Zetian Zhang, Xiao Ma, Zexuan Ji, Na Su, Songtao Yuan, Qiang Chen
2023 J jnl
Choroidal vessel segmentation in SD-OCT with 3D Shape-aware Adversarial Networks.
Biomed. Signal Process. Control.
Kun Huang, Na Su, Xiao Ma, Mingchao Li, Jiadong Yang, Songtao Yuan, Yun Liu, Qiang Chen
2023 J jnl
Corrections to "Image Projection Network: 3D to 2D Image Segmentation in OCTA Images".
IEEE Trans. Medical Imaging
Mingchao Li, Yerui Chen, Zexuan Ji, Keren Xie, Songtao Yuan, Qiang Chen, Shuo Li
2023 J jnl
LAGAN: Lesion-Aware Generative Adversarial Networks for Edema Area Segmentation in SD-OCT Images.
IEEE J. Biomed. Health Informatics
Yuhui Tao, Xiao Ma, Yizhe Zhang, Kun Huang, Zexuan Ji, Wen Fan, Songtao Yuan, Qiang Chen
2023 J jnl
Learn Single-horizon Disease Evolution for Predictive Generation of Post-therapeutic Neovascular Age-related Macular Degeneration.
Comput. Methods Programs Biomed.
Yuhan Zhang, Kun Huang, Mingchao Li, Songtao Yuan, Qiang Chen
2023 J jnl
Learn Single-horizon Disease Evolution for Predictive Generation of Post-therapeutic Neovascular Age-related Macular Degeneration.
CoRR
Yuhan Zhang, Kun Huang, Mingchao Li, Songtao Yuan, Qiang Chen
2023 J jnl
Lesion-aware generative adversarial networks for color fundus image to fundus fluorescein angiography translation.
Comput. Methods Programs Biomed.
Kun Huang, Mingchao Li, Jiale Yu, Jinxin Miao, Zizhong Hu, Songtao Yuan, Qiang Chen
2023 — conf
Vessel Centripetality: A New Indicator for Morphological Analysis of Arteries and Veins.
ISBI
Zetian Zhang, Mingchao Li, Songtao Yuan, Qiang Chen
2022 J jnl
Joint Optimization of CycleGAN and CNN Classifier for Detection and Localization of Retinal Pathologies on Color Fundus Photographs.
IEEE J. Biomed. Health Informatics
Ziyue Zhang, Zexuan Ji, Qiang Chen, Songtao Yuan, Wen Fan
2022 J jnl
LamNet: A Lesion Attention Maps-Guided Network for the Prediction of Choroidal Neovascularization Volume in SD-OCT Images.
IEEE J. Biomed. Health Informatics
Yuhan Zhang, Xiao Ma, Mingchao Li, Zexuan Ji, Songtao Yuan, Qiang Chen
2022 J jnl
Self-Supervised Sequence Recovery for Semi-Supervised Retinal Layer Segmentation.
IEEE J. Biomed. Health Informatics
Jiadong Yang, Yuhui Tao, Qiuzhuo Xu, Yuhan Zhang, Xiao Ma, Songtao Yuan, Qiang Chen
2022 — conf
Unpaired and Self-supervised Optical Coherence Tomography Angiography Super-Resolution.
PRCV (4)
Chaofan Zeng, Songtao Yuan, Qiang Chen
2021 J jnl
An integrated time adaptive geographic atrophy prediction model for SD-OCT images.
Medical Image Anal.
Yuhan Zhang, Xiwei Zhang, Zexuan Ji, Sijie Niu, Theodore Leng, Daniel L. Rubin, Songtao Yuan, Qiang Chen
2021 — conf
Data-Dependence Dual Path Network for Choroidal Neovascularization Segmentation in SD-OCT Images.
ICIG (2)
Jiasen Ke, Zexuan Ji, Qiang Chen, Wen Fan, Songtao Yuan
2021 J jnl
Deep ensemble neural-like P systems for segmentation of central serous chorioretinopathy lesion.
Inf. Fusion
Jie Xue, Zhuo Wang, Deting Kong, Yuan Wang, Xiyu Liu, Wen Fan, Songtao Yuan, Sijie Niu, Dengwang Li
2021 — conf
Gaussian Distribution Prior Based Multi-view Self-supervised Learning for Serous Retinal Detachment Segmentation.
ACPR (2)
Sha Xie, Yuhan Zhang, Mingchao Li, Zexuan Ji, Songtao Yuan, Qiang Chen
2021 J jnl
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples.
IEEE Trans. Vis. Comput. Graph.
Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu
2021 J jnl
RetFluidNet: Retinal Fluid Segmentation for SD-OCT Images Using Convolutional Neural Network.
J. Digit. Imaging
Sappa Loza Bekalo, Idowu Paul Okuwobi, Mingchao Li, Yuhan Zhang, Sha Xie, Songtao Yuan, Qiang Chen
2021 — conf
Texture-Guided U-Net for OCT-to-OCTA Generation.
PRCV (4)
Ziyue Zhang, Zexuan Ji, Qiang Chen, Songtao Yuan, Wen Fan
2021 J jnl
Twin self-supervision based semi-supervised learning (TS-SSL): Retinal anomaly classification in SD-OCT images.
Neurocomputing
Yuhan Zhang, Mingchao Li, Zexuan Ji, Wen Fan, Songtao Yuan, Qinghuai Liu, Qiang Chen
2020 J jnl
Automated Quantification of Hyperreflective Foci in SD-OCT With Diabetic Retinopathy.
IEEE J. Biomed. Health Informatics
Idowu Paul Okuwobi, Zexuan Ji, Wen Fan, Songtao Yuan, Loza Bekalo, Qiang Chen
2020 J jnl
IPN-V2 and OCTA-500: Methodology and Dataset for Retinal Image Segmentation.
CoRR
Mingchao Li, Yuhan Zhang, Zexuan Ji, Keren Xie, Songtao Yuan, Qinghuai Liu, Qiang Chen
2020 J jnl
Image Projection Network: 3D to 2D Image Segmentation in OCTA Images.
IEEE Trans. Medical Imaging
Mingchao Li, Yerui Chen, Zexuan Ji, Keren Xie, Songtao Yuan, Qiang Chen, Shuo Li
2020 J jnl
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples.
CoRR
Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu
2020 — conf
Robust Layer Segmentation Against Complex Retinal Abnormalities for en face OCTA Generation.
MICCAI (5)
Yuhan Zhang, Chen Huang, Mingchao Li, Sha Xie, Keren Xie, Zexuan Ji, Songtao Yuan, Qiang Chen
2019 — conf
An Improved MPB-CNN Segmentation Method for Edema Area and Neurosensory Retinal Detachment in SD-OCT Images.
OMIA@MICCAI
Jian Fang, Yuhan Zhang, Keren Xie, Songtao Yuan, Qiang Chen
2019 J jnl
Automated 3-D Retinal Layer Segmentation From SD-OCT Images With Neurosensory Retinal Detachment.
IEEE Access
Loza Bekalo, Sijie Niu, Xiaojun He, Ping Li, Idowu Paul Okuwobi, Chenchen Yu, Wen Fan, Songtao Yuan, Qiang Chen
2019 J jnl
Automatic Retinal Layer Segmentation of OCT Images With Central Serous Retinopathy.
IEEE J. Biomed. Health Informatics
Dehui Xiang, Geng Chen, Fei Shi, Weifang Zhu, Qinghuai Liu, Songtao Yuan, Xinjian Chen
2019 J jnl
Double-branched and area-constraint fully convolutional networks for automated serous retinal detachment segmentation in SD-OCT images.
Comput. Methods Programs Biomed.
Kun Gao, Sijie Niu, Zexuan Ji, Menglin Wu, Qiang Chen, Rongbin Xu, Songtao Yuan, Wen Fan, Yuehui Chen, Jiwen Dong
2018 — conf
Automated Choroidal Neovascularization Detection for Time Series SD-OCT Images.
MICCAI (2)
Yuchun Li, Sijie Niu, Zexuan Ji, Wen Fan, Songtao Yuan, Qiang Chen
2018 J jnl
Automated choroid segmentation of three-dimensional SD-OCT images by incorporating EDI-OCT images.
Comput. Methods Programs Biomed.
Qiang Chen, Sijie Niu, Wangyi Fang, Yuanlu Shuai, Wen Fan, Songtao Yuan, Qinghuai Liu
2018 J jnl
Automatic Subretinal Fluid Segmentation of Retinal SD-OCT Images With Neurosensory Retinal Detachment Guided by Enface Fundus Imaging.
IEEE Trans. Biomed. Eng.
Menglin Wu, Qiang Chen, Xiaojun He, Ping Li, Wen Fan, Songtao Yuan, Hyunjin Park
2018 — conf
Beyond Retinal Layers: A Large Blob Detection for Subretinal Fluid Segmentation in SD-OCT Images.
MICCAI (2)
Zexuan Ji, Qiang Chen, Menglin Wu, Sijie Niu, Wen Fan, Songtao Yuan, Quan-Sen Sun
2018 J jnl
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
Xiaojun He, Menglin Wu, Wen Fan, Songtao Yuan, Qiang Chen
2017 — conf
Registration of OCT Fundus Images with Color Fundus Images Based on Invariant Features.
ICCCS (2)
Ping Li, Qiang Chen, Wen Fan, Songtao Yuan
2016 J jnl
Label propagation and higher-order constraint-based segmentation of fluid-associated regions in retinal SD-OCT images.
Inf. Sci.
Tao Wang, Zexuan Ji, Quan-Sen Sun, Qiang Chen, Shengchen Yu, Wen Fan, Songtao Yuan, Qinghuai Liu
2015 J jnl
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
Chenchen Yu, Qiang Chen, Wen Fan, Songtao Yuan, Qinghuai Liu