Publications

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
  • 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
  • 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)
2022

Classifying Neovascular Age-related Macular Degeneration with a Deep Convolutional Neural Network based on Optical Coherence Tomography Images
  • 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

  • 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
  • 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)
2021

Distinguishing Retinal Angiomatous Proliferation from Polypoidal Choroidal Vasculopathy with A Deep Neural Network based on Optical Coherence Tomography
  • 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)
2020

Optical Coherence Tomography-based Deep-learning Model for Detecting Central Serous Chorioretinopathy
  • 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)