Songtao Yuan

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 43

Top Topics

Diabetic Retinopathy

Image Segmentation

Diffusion Models

Top Venues

IEEE J. Biomed. Health Informatics

Comput. Methods Programs Biomed.

Publications

Kun Huang, Na Su, Yuhui Tao, Mingchao Li, Xiao Ma, Zexuan Ji, Songtao Yuan, Qiang Chen
Cross-Device OCTA Generation by Patch-Based 3D Multi-Scale Feature Adaption. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Kun Huang, Xiao Ma, Yuhan Zhang, Na Su, Songtao Yuan, Yong Liu, Qiang Chen, Huazhu Fu
Memory-efficient High-resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models. CoRR (2024)
Mingchao Li, Kun Huang, Qiuzhuo Xu, Jiadong Yang, Yuhan Zhang, Zexuan Ji, Keren Xie, Songtao Yuan, Qinghuai Liu, Qiang Chen
OCTA-500: A retinal dataset for optical coherence tomography angiography study. Medical Image Anal. 93 (2024)
Idowu Paul Okuwobi, Zexuan Ji, Wen Fan, Songtao Yuan, Loza Bekalo, Qiang Chen
Automated Quantification of Hyperreflective Foci in SD-OCT With Diabetic Retinopathy. CoRR (2024)
Kun Huang, Xiao Ma, Na Su, Songtao Yuan, Qiang Chen
Model-Based Label-to-Image Diffusion for Semi-Supervised Choroidal Vessel Segmentation. ICASSP (2024)
Yuhan Zhang, Kun Huang, Mingchao Li, Songtao Yuan, Qiang Chen
Learn Single-horizon Disease Evolution for Predictive Generation of Post-therapeutic Neovascular Age-related Macular Degeneration. CoRR (2023)
Yuhan Zhang, Kun Huang, Mingchao Li, Songtao Yuan, Qiang Chen
Learn Single-horizon Disease Evolution for Predictive Generation of Post-therapeutic Neovascular Age-related Macular Degeneration. Comput. Methods Programs Biomed. 230 (2023)
Yuhui Tao, Xiao Ma, Yizhe Zhang, Kun Huang, Zexuan Ji, Wen Fan, Songtao Yuan, Qiang Chen
LAGAN: Lesion-Aware Generative Adversarial Networks for Edema Area Segmentation in SD-OCT Images. IEEE J. Biomed. Health Informatics 27 (5) (2023)
Kun Huang, Mingchao Li, Jiale Yu, Jinxin Miao, Zizhong Hu, Songtao Yuan, Qiang Chen
Lesion-aware generative adversarial networks for color fundus image to fundus fluorescein angiography translation. Comput. Methods Programs Biomed. 229 (2023)
Xiao Ma, Zetian Zhang, Zexuan Ji, Kun Huang, Na Su, Songtao Yuan, Qiang Chen
Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography. CoRR (2023)
Zetian Zhang, Mingchao Li, Songtao Yuan, Qiang Chen
Vessel Centripetality: A New Indicator for Morphological Analysis of Arteries and Veins. ISBI (2023)
Mingchao Li, Yerui Chen, Zexuan Ji, Keren Xie, Songtao Yuan, Qiang Chen, Shuo Li
Corrections to "Image Projection Network: 3D to 2D Image Segmentation in OCTA Images". IEEE Trans. Medical Imaging 42 (1) (2023)
Zetian Zhang, Xiao Ma, Zexuan Ji, Na Su, Songtao Yuan, Qiang Chen
CBAV-Loss: Crossover and Branch Losses for Artery-Vein Segmentation in OCTA Images. PRCV (13) (2023)
Kun Huang, Na Su, Xiao Ma, Mingchao Li, Jiadong Yang, Songtao Yuan, Yun Liu, Qiang Chen
Choroidal vessel segmentation in SD-OCT with 3D Shape-aware Adversarial Networks. Biomed. Signal Process. Control. 84 (2023)
Xiao Ma, Zetian Zhang, Zexuan Ji, Kun Huang, Na Su, Songtao Yuan, Qiang Chen
Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography. MICCAI (5) (2023)
Chaofan Zeng, Songtao Yuan, Qiang Chen
Unpaired and Self-supervised Optical Coherence Tomography Angiography Super-Resolution. PRCV (4) (2022)
Jiadong Yang, Yuhui Tao, Qiuzhuo Xu, Yuhan Zhang, Xiao Ma, Songtao Yuan, Qiang Chen
Self-Supervised Sequence Recovery for Semi-Supervised Retinal Layer Segmentation. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Ziyue Zhang, Zexuan Ji, Qiang Chen, Songtao Yuan, Wen Fan
Joint Optimization of CycleGAN and CNN Classifier for Detection and Localization of Retinal Pathologies on Color Fundus Photographs. IEEE J. Biomed. Health Informatics 26 (1) (2022)
Yuhan Zhang, Xiao Ma, Mingchao Li, Zexuan Ji, Songtao Yuan, Qiang Chen
LamNet: A Lesion Attention Maps-Guided Network for the Prediction of Choroidal Neovascularization Volume in SD-OCT Images. IEEE J. Biomed. Health Informatics 26 (4) (2022)
Ziyue Zhang, Zexuan Ji, Qiang Chen, Songtao Yuan, Wen Fan
Texture-Guided U-Net for OCT-to-OCTA Generation. PRCV (4) (2021)
Yuhan Zhang, Mingchao Li, Zexuan Ji, Wen Fan, Songtao Yuan, Qinghuai Liu, Qiang Chen
Twin self-supervision based semi-supervised learning (TS-SSL): Retinal anomaly classification in SD-OCT images. Neurocomputing 462 (2021)
Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples. IEEE Trans. Vis. Comput. Graph. 27 (7) (2021)
Jie Xue, Zhuo Wang, Deting Kong, Yuan Wang, Xiyu Liu, Wen Fan, Songtao Yuan, Sijie Niu, Dengwang Li
Deep ensemble neural-like P systems for segmentation of central serous chorioretinopathy lesion. Inf. Fusion 65 (2021)
Sappa Loza Bekalo, Idowu Paul Okuwobi, Mingchao Li, Yuhan Zhang, Sha Xie, Songtao Yuan, Qiang Chen
RetFluidNet: Retinal Fluid Segmentation for SD-OCT Images Using Convolutional Neural Network. J. Digit. Imaging 34 (3) (2021)
Jiasen Ke, Zexuan Ji, Qiang Chen, Wen Fan, Songtao Yuan
Data-Dependence Dual Path Network for Choroidal Neovascularization Segmentation in SD-OCT Images. ICIG (2) (2021)
Sha Xie, Yuhan Zhang, Mingchao Li, Zexuan Ji, Songtao Yuan, Qiang Chen
Gaussian Distribution Prior Based Multi-view Self-supervised Learning for Serous Retinal Detachment Segmentation. ACPR (2) (2021)
Yuhan Zhang, Xiwei Zhang, Zexuan Ji, Sijie Niu, Theodore Leng, Daniel L. Rubin, Songtao Yuan, Qiang Chen
An integrated time adaptive geographic atrophy prediction model for SD-OCT images. Medical Image Anal. 68 (2021)
Mingchao Li, Yerui Chen, Zexuan Ji, Keren Xie, Songtao Yuan, Qiang Chen, Shuo Li
Image Projection Network: 3D to 2D Image Segmentation in OCTA Images. IEEE Trans. Medical Imaging 39 (11) (2020)
Idowu Paul Okuwobi, Zexuan Ji, Wen Fan, Songtao Yuan, Loza Bekalo, Qiang Chen
Automated Quantification of Hyperreflective Foci in SD-OCT With Diabetic Retinopathy. IEEE J. Biomed. Health Informatics 24 (4) (2020)
Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples. CoRR (2020)
Yuhan Zhang, Chen Huang, Mingchao Li, Sha Xie, Keren Xie, Zexuan Ji, Songtao Yuan, Qiang Chen
Robust Layer Segmentation Against Complex Retinal Abnormalities for en face OCTA Generation. MICCAI (5) (2020)
Mingchao Li, Yuhan Zhang, Zexuan Ji, Keren Xie, Songtao Yuan, Qinghuai Liu, Qiang Chen
IPN-V2 and OCTA-500: Methodology and Dataset for Retinal Image Segmentation. CoRR (2020)
Loza Bekalo, Sijie Niu, Xiaojun He, Ping Li, Idowu Paul Okuwobi, Chenchen Yu, Wen Fan, Songtao Yuan, Qiang Chen
Automated 3-D Retinal Layer Segmentation From SD-OCT Images With Neurosensory Retinal Detachment. IEEE Access 7 (2019)
Jian Fang, Yuhan Zhang, Keren Xie, Songtao Yuan, Qiang Chen
An Improved MPB-CNN Segmentation Method for Edema Area and Neurosensory Retinal Detachment in SD-OCT Images. OMIA@MICCAI (2019)
Kun Gao, Sijie Niu, Zexuan Ji, Menglin Wu, Qiang Chen, Rongbin Xu, Songtao Yuan, Wen Fan, Yuehui Chen, Jiwen Dong
Double-branched and area-constraint fully convolutional networks for automated serous retinal detachment segmentation in SD-OCT images. Comput. Methods Programs Biomed. 176 (2019)
Dehui Xiang, Geng Chen, Fei Shi, Weifang Zhu, Qinghuai Liu, Songtao Yuan, Xinjian Chen
Automatic Retinal Layer Segmentation of OCT Images With Central Serous Retinopathy. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Zexuan Ji, Qiang Chen, Menglin Wu, Sijie Niu, Wen Fan, Songtao Yuan, Quan-Sen Sun
Beyond Retinal Layers: A Large Blob Detection for Subretinal Fluid Segmentation in SD-OCT Images. MICCAI (2) (2018)
Yuchun Li, Sijie Niu, Zexuan Ji, Wen Fan, Songtao Yuan, Qiang Chen
Automated Choroidal Neovascularization Detection for Time Series SD-OCT Images. MICCAI (2) (2018)
Xiaojun He, Menglin Wu, Wen Fan, Songtao Yuan, Qiang Chen
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 45 (6A) (2018)
Qiang Chen, Sijie Niu, Wangyi Fang, Yuanlu Shuai, Wen Fan, Songtao Yuan, Qinghuai Liu
Automated choroid segmentation of three-dimensional SD-OCT images by incorporating EDI-OCT images. Comput. Methods Programs Biomed. 158 (2018)
Menglin Wu, Qiang Chen, Xiaojun He, Ping Li, Wen Fan, Songtao Yuan, Hyunjin Park
Automatic Subretinal Fluid Segmentation of Retinal SD-OCT Images With Neurosensory Retinal Detachment Guided by Enface Fundus Imaging. IEEE Trans. Biomed. Eng. 65 (1) (2018)
Ping Li, Qiang Chen, Wen Fan, Songtao Yuan
Registration of OCT Fundus Images with Color Fundus Images Based on Invariant Features. ICCCS (2) (2017)
Tao Wang, Zexuan Ji, Quan-Sen Sun, Qiang Chen, Shengchen Yu, Wen Fan, Songtao Yuan, Qinghuai Liu
Label propagation and higher-order constraint-based segmentation of fluid-associated regions in retinal SD-OCT images. Inf. Sci. (2016)
Chenchen Yu, Qiang Chen, Wen Fan, Songtao Yuan, Qinghuai Liu
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 42 (Z11) (2015)