Youngwon Choi

Orcid: 0000-0003-1120-6218

According to our database1, Youngwon Choi authored at least 13 papers between 2016 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Wasserstein Geodesic Generator for Conditional Distributions.
CoRR, 2023

Implementing Trustworthy AI in Real-world Medical Imaging using the SimpleMind Software Environment.
Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, 2023

Catheter segmentation in chest x-ray: improving imbalanced segmentation with a class frequency weighted loss function.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023

Machine reasoning for segmentation of the kidneys on CT images: improving CNN performance by incorporating anatomical knowledge in post-processing.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023

Individual Sub-Band Estimation Approach to Bandwidth Extension and Enhancement of Coded Speech.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
SimpleMind adds thinking to deep neural networks.
CoRR, 2022

Impact of Diffusion-Perfusion Mismatch on Predicting Final Infarction Lesion Using Deep Learning.
IEEE Access, 2022

AI-human interactive pipeline with feedback to accelerate medical image annotation.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022

2021
An automatic diagnosis of idiopathic pulmonary fibrosis (IPF) using domain knowledge-guided attention models in HRCT images.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021

Mga-Net: Multi-Scale Guided Attention Models for an Automated Diagnosis of Idiopathic Pulmonary Fibrosis (IPF).
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Learning from Nested Data with Ornstein Auto-Encoders.
Proceedings of the 38th International Conference on Machine Learning, 2021

2019
Ornstein Auto-Encoders.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2016
Ensemble of Deep Convolutional Neural Networks for Prognosis of Ischemic Stroke.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016


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