Sieun Lee
Orcid: 0000-0002-9959-6005
According to our database1,
Sieun Lee
authored at least 17 papers
between 2003 and 2023.
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Bibliography
2023
Segmentation-guided domain adaptation and data harmonization of multi-device retinal optical coherence tomography using cycle-consistent generative adversarial networks.
Comput. Biol. Medicine, June, 2023
2022
Predicting Time-to-conversion for Dementia of Alzheimer's Type using Multi-modal Deep Survival Analysis.
CoRR, 2022
Machine Learning Based Multimodal Neuroimaging Genomics Dementia Score for Predicting Future Conversion to Alzheimer's Disease.
CoRR, 2022
Clinical explainable differential diagnosis of polypoidal choroidal vasculopathy and age-related macular degeneration using deep learning.
Comput. Biol. Medicine, 2022
2021
LF-UNet - A novel anatomical-aware dual-branch cascaded deep neural network for segmentation of retinal layers and fluid from optical coherence tomography images.
Comput. Medical Imaging Graph., 2021
2020
Substantially thinner internal granular layer and reduced molecular layer surface in the cerebellar cortex of the Tc1 mouse model of down syndrome - a comprehensive morphometric analysis with active staining contrast-enhanced MRI.
NeuroImage, 2020
Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020
2019
Deep-learning based multiclass retinal fluid segmentation and detection in optical coherence tomography images using a fully convolutional neural network.
Medical Image Anal., 2019
Cascaded Deep Neural Networks for Retinal Layer Segmentation of Optical Coherence Tomography with Fluid Presence.
CoRR, 2019
Deep learning vessel segmentation and quantification of the foveal avascular zone using commercial and prototype OCT-A platforms.
CoRR, 2019
2017
Atlas-based shape analysis and classification of retinal optical coherence tomography images using the functional shape (fshape) framework.
Medical Image Anal., 2017
Retinal Fluid Segmentation and Detection in Optical Coherence Tomography Images using Fully Convolutional Neural Network.
CoRR, 2017
2015
Exact Surface Registration of Retinal Surfaces From 3-D Optical Coherence Tomography Images.
IEEE Trans. Biomed. Eng., 2015
2013
Automatic detection of subretinal fluid and sub-retinal pigment epithelium fluid in optical coherence tomography images.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2003
Proceedings of the Digital Libraries: Technology and Management of Indigenous Knowledge for Global Access, 2003
Web Surfing Assistant for Improving Web Accessibility.
Proceedings of the International Conference on Internet Computing, 2003