Sieun Lee - researchr alias

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Viewing Publication 1 - 11 from 11

2023

Segmentation-guided domain adaptation and data harmonization of multi-device retinal optical coherence tomography using cycle-consistent generative adversarial networksShuo Chen, Da Ma, Sieun Lee, Timothy T. L. Yu, Gavin Xu, Donghuan Lu, Karteek Popuri, Myeong Jin Ju, Marinko V. Sarunic, Mirza Faisal Beg. cbm, 159:106595, June 2023. [doi]

2022

Clinical explainable differential diagnosis of polypoidal choroidal vasculopathy and age-related macular degeneration using deep learningDa Ma, Meenakshi Kumar, Vikas Khetan, Parveen Sen, Muna Bhende, Shuo Chen, Timothy T. L. Yu, Sieun Lee, Eduardo V. Navajas, Joanne A. Matsubara, Myeong Jin Ju, Marinko V. Sarunic, Rajiv Raman, Mirza Faisal Beg. cbm, 143:105319, 2022. [doi]

2021

LF-UNet - A novel anatomical-aware dual-branch cascaded deep neural network for segmentation of retinal layers and fluid from optical coherence tomography imagesDa Ma, Donghuan Lu, Shuo Chen, Morgan Heisler, Setareh Dabiri, Sieun Lee, HyunWoo Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg. cmig, 94:101988, 2021. [doi]

2020

Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional MapDa Ma, Donghuan Lu, Morgan Heisler, Setareh Dabiri, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg. midl 2020: 493-502 [doi]

2019

Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural networkDonghuan Lu, Morgan Heisler, Sieun Lee, Gavin Weiguang Ding, Eduardo Navajas, Marinko V. Sarunic, Mirza Faisal Beg. mia, 54:100-110, 2019. [doi]

2017

Atlas-based shape analysis and classification of retinal optical coherence tomography images using the functional shape (fshape) frameworkSieun Lee, Nicolas Charon, Benjamin Charlier, Karteek Popuri, Evgeniy Lebed, Marinko V. Sarunic, Alain Trouvé, Mirza Faisal Beg. mia, 35:570-581, 2017. [doi]

2015

Exact Surface Registration of Retinal Surfaces From 3-D Optical Coherence Tomography ImagesSieun Lee, Evgeniy Lebed, Marinko V. Sarunic, Mirza Faisal Beg. tbe, 62(2):609-617, 2015. [doi]

2013

Automatic detection of subretinal fluid and sub-retinal pigment epithelium fluid in optical coherence tomography imagesWeiguang Ding, Mei Young, Serge Bourgault, Sieun Lee, David A. Albiani, Andrew W. Kirker, Farzin Forooghian, Marinko V. Sarunic, Andrew B. Merkur, Mirza Faisal Beg. embc 2013: 7388-7391 [doi]

2003

Web Surfing Assistant for Improving Web AccessibilitySieun Lee, Eenjun Hwang. ic 2003: 677-683

Reducing Spatial Relationships for Efficient Image RetrievalSooCheol Lee, Sieun Lee, Eenjun Hwang. ICADL 2003: 218-229 [doi]

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