Gyutaek Oh

Publications

336

Citations

H-Index

2019

Active since

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Chungnam National University Hospital

Gyutaek Oh is an author at Korea Advanced Institute of Science and Technology specializing in deep learning, engineering, and medical image computing.

ORCID

Top concepts

EngineeringDeep LearningMachine LearningMedical Image ComputingData ScienceRadiologyNeuroimagingMedical ImagingInverse ProblemsBiomedical Imaging

Publications per year

2019–2024

Publications

Unpaired Deep Learning for Accelerated MRI Using Optimal Transport Driven CycleGAN

Gyutaek Oh, Byeongsu Sim, Hyungjin Chung et al. · IEEE Transactions on Computational Imaging · 2020 · 83 citations

Engineering, Machine Learning, Autoencoders +18

Optimal Transport Driven CycleGAN for Unsupervised Learning in Inverse Problems

Byeongsu Sim, Gyutaek Oh, Jeongsol Kim et al. · SIAM Journal on Imaging Sciences · 2020 · 63 citations

Mathematical Programming, Artificial Intelligence, Engineering +17

Unpaired MR Motion Artifact Deep Learning Using Outlier-Rejecting Bootstrap Aggregation

Gyutaek Oh, Jeong Eun Lee, Jong Chul Ye · IEEE Transactions on Medical Imaging · 2021 · 59 citations

Engineering, Machine Learning, Artifact Correction +20

OPTIMAL TRANSPORT, CYCLEGAN, AND PENALIZED LS FOR UNSUPERVISED LEARNING IN INVERSE PROBLEMS

Byeongsu Sim, Gyutaek Oh, Sungjun Lim et al. · 2019 · 21 citations

Mathematical Programming, Novel Pls Cost, Engineering +17

Geometric Approaches to Increase the Expressivity of Deep Neural Networks for MR Reconstruction

Eunju Cha, Gyutaek Oh, Jong Chul Ye · IEEE Journal of Selected Topics in Signal Processing · 2020 · 20 citations · Full text

Geometric Learning, Image Reconstruction, Convolutional Neural Network +24

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