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Publications by Daniel Duck-Jin Hwang and Lux Mind
(* = corresponding author, ** = equal contributions)
2023
Prediction of Visual Acuity in Pathologic Myopia with Myopic Choroidal Neovascularization Treated with Anti-Vascular Endothelial Growth Factor Using a Deep Neural Network Based on Optical Coherence Tomography Images [PDF]
Migyeong Yang**, Jinyoung Han**, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Jeewoo Yoon, Seong Choi, Gyudeok Hwang, Daniel Duck-Jin Hwang*
Biomedicines 11(8): 2238 (SCI, JCR 2022 IF = 4.757)
Detecting Macular Disease based on Optical Coherence Tomography using a Deep Convolutional Network [PDF]
Jinyoung Han**, Seong Choi**, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Junseo Ko, Jeewoo Yoon, Daniel Duck–Jin Hwang*
Journal of Clinical Medicine 12(3):1005 (SCI, JCR 2021 IF = 4.964)
[MyopicCNV] "Prediction of Visual Acuity in Pathologic Myopia with Myopic Choroidal Neovascularization Treated with Anti-Vascular Endothelial Growth Factor Using a Deep Neural Network Based on Optical Coherence Tomography Images", Biomedicines, 2023.
[CSC + nAMD] "Detecting Macular Disease Based on Optical Coherence Tomography Using a Deep Convolutional Network", Journal of Clinical Medicine, 2023.
2022
Classifying Neovascular Age-related Macular Degeneration with a Deep Convolutional Neural Network based on Optical Coherence Tomography Images [PDF]
Jinyoung Han**, Seong Choi**, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Hak Jun Lee, Junseo Ko, Jeewoo Yoon, Daniel Duck-Jin Hwang*
Scientific Reports 12, 2232(2022) (SCI, JCR 2021 IF = 4.996)
Assessing Central Serous Chorioretinopathy with Deep Learning and Multiple Optical Coherence Tomography Images [PDF]
Junseo Ko**, Jinyoung Han**, Jeewoo Yoon, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Kyu Hyung Park, and Daniel Duck-Jin Hwang*
Scientific Reports 12, 1831(2022) (SCI, JCR 2021 IF = 4.996)
Classifying central serous chorioretinopathy subtypes with a deep neural network using optical coherence tomography images: A cross-sectional study [PDF]
Jeewoo Yoon**, Jinyoung Han**, Junseo Ko, Seong Choi, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Kyuhwan Jang, Joonhong Sohn, Kyu Hyung Park, and Daniel Duck-Jin Hwang*
Scientific Reports 12, 422(2022) (SCI, JCR 2021 IF = 4.996)
[nAMD] "Classifying neovascular age-related macular degeneration with a deep convolutional neural network based on optical coherence tomography images", Scientific Reportsm 2022.
[CSC] "Assessing central serous chorioretinopathy with deep learning and multiple optical coherence tomography images", Scientific Reports, 2022.
[CSC] "Classifying central serous chorioretinopathy subtypes with a deep neural network using optical coherence tomography images: a cross-sectional study", Scientific Reports, 2022.
2021
Distinguishing Retinal Angiomatous Proliferation from Polypoidal Choroidal Vasculopathy with A Deep Neural Network based on Optical Coherence Tomography [PDF]
Daniel Duck-Jin Hwang**, *, Seong Choi**, Junseo Ko, Jeewoo Yoon, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Hak Jun Lee, Joonhong Sohn, Kyu Hyung Park, and Jinyoung Han*
Scientific Reports 11, 9275(2021) (SCI, JCR 2021 IF = 4.996)
[nAMD] "Distinguishing retinal angiomatous proliferation from polypoidal choroidal vasculopathy with a deep neural network based on optical coherence tomography", Scientific Reports, 2021.
2020
Optical Coherence Tomography-based Deep-learning Model for Detecting Central Serous Chorioretinopathy [PDF]
Jeewoo Yoon**, Jinyoung Han**, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Joonhong Sohn, Kyu Hyung Park, and Daniel Duck-Jin Hwang*
Scientific Reports 10, 18852(2020) (SCI, JCR 2021 IF = 4.996)
[CSC] "Optical coherence tomography-based deep-learning model for detecting central serous chorioretinopathy", Scientific Reports, 2020.
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