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Songtao Yuan
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2020 – today
- 2024
- [j26]Mingchao Li
, Kun Huang, Qiuzhuo Xu, Jiadong Yang, Yuhan Zhang
OCTA-500: A retinal dataset for optical coherence tomography angiography study. Medical Image Anal. 93: 103092 (2024) - [j25]Kun Huang
Cross-Device OCTA Generation by Patch-Based 3D Multi-Scale Feature Adaption. IEEE Trans. Emerg. Top. Comput. Intell. 8(1): 641-653 (2024) - [j24]Kun Huang, Xiao Ma, Zetian Zhang, Yuhan Zhang, Songtao Yuan, Huazhu Fu, Qiang Chen:
Diverse Data Generation for Retinal Layer Segmentation With Potential Structure Modeling. IEEE Trans. Medical Imaging 43(10): 3584-3595 (2024) - [c14]Kun Huang, Xiao Ma, Na Su, Songtao Yuan, Qiang Chen:
Model-Based Label-to-Image Diffusion for Semi-Supervised Choroidal Vessel Segmentation. ICASSP 2024: 1886-1890 - [c13]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. MICCAI (7) 2024: 478-487 - [i6]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 abs/2405.16516 (2024) - [i5]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 abs/2407.21272 (2024) - 2023
- [j23]Kun Huang
Choroidal vessel segmentation in SD-OCT with 3D Shape-aware Adversarial Networks. Biomed. Signal Process. Control. 84: 104982 (2023) - [j22]Kun Huang
Lesion-aware generative adversarial networks for color fundus image to fundus fluorescein angiography translation. Comput. Methods Programs Biomed. 229: 107306 (2023) - [j21]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: 107364 (2023) - [j20]Yuhui Tao
LAGAN: Lesion-Aware Generative Adversarial Networks for Edema Area Segmentation in SD-OCT Images. IEEE J. Biomed. Health Informatics 27(5): 2432-2443 (2023) - [j19]Mingchao Li
Corrections to "Image Projection Network: 3D to 2D Image Segmentation in OCTA Images". IEEE Trans. Medical Imaging 42(1): 329 (2023) - [c12]Zetian Zhang, Mingchao Li, Songtao Yuan, Qiang Chen:
Vessel Centripetality: A New Indicator for Morphological Analysis of Arteries and Veins. ISBI 2023: 1-5 - [c11]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: 504-514 - [c10]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: 51-60 - [i4]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 abs/2308.06432 (2023) - [i3]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 abs/2312.07052 (2023) - 2022
- [j18]Ziyue Zhang
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): 115-126 (2022) - [j17]Yuhan Zhang
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): 1660-1671 (2022) - [j16]Jiadong Yang
Self-Supervised Sequence Recovery for Semi-Supervised Retinal Layer Segmentation. IEEE J. Biomed. Health Informatics 26(8): 3872-3883 (2022) - [c9]Chaofan Zeng, Songtao Yuan, Qiang Chen:
Unpaired and Self-supervised Optical Coherence Tomography Angiography Super-Resolution. PRCV (4) 2022: 117-126 - 2021
- [j15]Yuhan Zhang
Twin self-supervision based semi-supervised learning (TS-SSL): Retinal anomaly classification in SD-OCT images. Neurocomputing 462: 491-505 (2021) - [j14]Jie Xue
Deep ensemble neural-like P systems for segmentation of central serous chorioretinopathy lesion. Inf. Fusion 65: 84-94 (2021) - [j13]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): 691-704 (2021) - [j12]Yuhan Zhang, Xiwei Zhang, Zexuan Ji, Sijie Niu, Theodore Leng
An integrated time adaptive geographic atrophy prediction model for SD-OCT images. Medical Image Anal. 68: 101893 (2021) - [j11]Changjian Chen
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples. IEEE Trans. Vis. Comput. Graph. 27(7): 3335-3349 (2021) - [c8]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: 297-306 - [c7]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: 535-546 - [c6]Ziyue Zhang, Zexuan Ji, Qiang Chen, Songtao Yuan, Wen Fan:
Texture-Guided U-Net for OCT-to-OCTA Generation. PRCV (4) 2021: 42-52 - 2020
- [j10]Idowu Paul Okuwobi
Automated Quantification of Hyperreflective Foci in SD-OCT With Diabetic Retinopathy. IEEE J. Biomed. Health Informatics 24(4): 1125-1136 (2020) - [j9]Mingchao Li
Image Projection Network: 3D to 2D Image Segmentation in OCTA Images. IEEE Trans. Medical Imaging 39(11): 3343-3354 (2020) - [c5]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: 647-655 - [i2]Changjian Chen, Jun Yuan, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, Shixia Liu:
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples. CoRR abs/2002.03103 (2020) - [i1]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 abs/2012.07261 (2020)
2010 – 2019
- 2019
- [j8]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: 14894-14907 (2019) - [j7]Kun Gao
Double-branched and area-constraint fully convolutional networks for automated serous retinal detachment segmentation in SD-OCT images. Comput. Methods Programs Biomed. 176: 69-80 (2019) - [j6]Dehui Xiang
Automatic Retinal Layer Segmentation of OCT Images With Central Serous Retinopathy. IEEE J. Biomed. Health Informatics 23(1): 283-295 (2019) - [c4]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: 130-138 - 2018
- [j5]Qiang Chen
Automated choroid segmentation of three-dimensional SD-OCT images by incorporating EDI-OCT images. Comput. Methods Programs Biomed. 158: 161-171 (2018) - [j4]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): 187-192 (2018) - [j3]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): 87-95 (2018) - [c3]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: 372-380 - [c2]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: 381-388 - 2017
- [c1]Ping Li, Qiang Chen, Wen Fan, Songtao Yuan:
Registration of OCT Fundus Images with Color Fundus Images Based on Invariant Features. ICCCS (2) 2017: 471-482 - 2016
- [j2]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. 358-359: 92-111 (2016) - 2015
- [j1]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): 123-125 (2015)
Coauthor Index
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