Concepedia

Yongchan Kwon

YK

Statistics

Publications

13

Citations

1.1K

H-Index

13

Active since

2016

Affiliations

Seoul National University(Current)

Korea Advanced Institute of Science and Technology

Stanford University

Seoul National University Bundang Hospital

Yongchan Kwon is an author at Seoul National University specializing in computer science, machine learning, and computing.

Publications per year

2016–2022

13

Publications

13

Uncertainty quantification using Bayesian neural networks in classification: Application to biomedical image segmentation

Yongchan Kwon, Joong‐Ho Won, Beom Joon Kim et al. · Computational Statistics & Data Analysis · 2019 · 424 citations

Computing, Biomedical Engineering, Computer Science +16

ISLES 2016 and 2017-Benchmarking Ischemic Stroke Lesion Outcome Prediction Based on Multispectral MRI

Stefan Winzeck, Arsany Hakim, Richard McKinley et al. · Frontiers in Neurology · 2018 · 169 citations · Full text

Computing, Computer Science, Neurology +17

A Bayesian graph convolutional network for reliable prediction of molecular properties with uncertainty quantification

Seongok Ryu, Yongchan Kwon, Woo Youn Kim · Chemical Science · 2019 · 156 citations · Full text

Computing, Bioinformatics, Data Science +15

Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning

Weixin Liang, Yuhui Zhang, Yongchan Kwon et al. · arXiv (Cornell University) · 2022 · 98 citations · Full text

Computing, Computer Science, Computer Vision +13

Uncertainty quantification using Bayesian neural networks in classification: Application to ischemic stroke lesion segmentation

Yongchan Kwon, Joong‐Ho Won, Beom Joon Kim et al. · 2018 · 68 citations

Computing, Computer Science, Neurology +16

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