Youngwon Choi

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 13

Top Topics

Conditional Distribution

Convolutional Neural Networks

Software Environment

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Youngwon Choi, Eunkyun Lee, Inseon Jang, Jong Won Shin
Individual Sub-Band Estimation Approach to Bandwidth Extension and Enhancement of Coded Speech. ICASSP (2023)
Young-geun Kim, Kyungbok Lee, Youngwon Choi, Joong-Ho Won, Myunghee Cho Paik
Wasserstein Geodesic Generator for Conditional Distributions. CoRR (2023)
Gabriel Melendez-Corres, Youngwon Choi, M. Wasil Wahi-Anwar, Heidi Coy, Steven S. Raman, Matthew S. Brown
Machine reasoning for segmentation of the kidneys on CT images: improving CNN performance by incorporating anatomical knowledge in post-processing. Medical Imaging: Computer-Aided Diagnosis (2023)
Siyuan Wei, Youngwon Choi, M. Wasil Wahi-Anwar, Liza Shrestha, Koon-Pong Wong, Matthew S. Brown
Catheter segmentation in chest x-ray: improving imbalanced segmentation with a class frequency weighted loss function. Medical Imaging: Computer-Aided Diagnosis (2023)
Matthew S. Brown, M. Wasil Wahi-Anwar, Youngwon Choi, Morgan Daly, Liza Shrestha, Koon-Pong Wong, Jonathan G. Goldin, Dieter R. Enzmann
Implementing Trustworthy AI in Real-world Medical Imaging using the SimpleMind Software Environment. NeSy (2023)
Youngwon Choi, Marlena Garcia, Steven S. Raman, Dieter R. Enzmann, Matthew S. Brown
AI-human interactive pipeline with feedback to accelerate medical image annotation. Medical Imaging: Computer-Aided Diagnosis (2022)
Sungdong Lee, Leonard Sunwoo, Youngwon Choi, Jae Hyup Jung, Seung Chai Jung, Joong-Ho Won
Impact of Diffusion-Perfusion Mismatch on Predicting Final Infarction Lesion Using Deep Learning. IEEE Access 10 (2022)
Youngwon Choi, M. Wasil Wahi-Anwar, Matthew S. Brown
SimpleMind adds thinking to deep neural networks. CoRR (2022)
Youngwon Choi, Sungdong Lee, Joong-Ho Won
Learning from Nested Data with Ornstein Auto-Encoders. ICML (2021)
Wenxi Yu, Hua Zhou, Youngwon Choi, Jonathan G. Goldin, Hyun J. Grace Kim
Mga-Net: Multi-Scale Guided Attention Models for an Automated Diagnosis of Idiopathic Pulmonary Fibrosis (IPF). ISBI (2021)
Wenxi Yu, Hua Zhou, Youngwon Choi, Jonathan G. Goldin, Pangyu Teng, Hyun J. Grace Kim
An automatic diagnosis of idiopathic pulmonary fibrosis (IPF) using domain knowledge-guided attention models in HRCT images. Medical Imaging: Computer-Aided Diagnosis (2021)
Youngwon Choi, Joong-Ho Won
Ornstein Auto-Encoders. IJCAI (2019)
Youngwon Choi, Yongchan Kwon, Han-Byul Lee, Beomjoon Kim, Myunghee Cho Paik, Joong-Ho Won
Ensemble of Deep Convolutional Neural Networks for Prognosis of Ischemic Stroke. BrainLes@MICCAI (2016)