Jee Seok Yoon

Jee Seok Yoon

Korea University

H-index: 8

Asia-South Korea

About Jee Seok Yoon

Jee Seok Yoon, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Korea University, specializes in the field of Machine Learning, Computer Vision, Medical Image Analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

An introduction to neural networks and deep learning

Sadm: Sequence-aware diffusion model for longitudinal medical image generation

Estimating explainable Alzheimer’s disease likelihood map via clinically-guided prototype learning

Domain Generalization for Medical Image Analysis: A Survey

The effect of hepatic steatosis on liver volume determined by proton density fat fraction and deep learning–measured liver volume

Deep learning-based assessment of functional liver capacity using gadoxetic acid-enhanced hepatobiliary phase MRI

Semi-supervised generative and discriminative adversarial learning for motor imagery-based brain–computer interface

Accuracy and efficiency of right-lobe graft weight estimation using deep-learning-assisted CT volumetry for living-donor liver transplantation

Jee Seok Yoon Information

University

Position

___

Citations(all)

298

Citations(since 2020)

297

Cited By

51

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Korea University

Google Scholar

View Google Scholar Profile

Jee Seok Yoon Skills & Research Interests

Machine Learning

Computer Vision

Medical Image Analysis

Top articles of Jee Seok Yoon

Title

Journal

Author(s)

Publication Date

An introduction to neural networks and deep learning

Ahmad Wisnu Mulyadi

Jee Seok Yoon

Eunjin Jeon

Wonjun Ko

Heung-Il Suk

2023/11/23

Sadm: Sequence-aware diffusion model for longitudinal medical image generation

Jee Seok Yoon

Chenghao Zhang

Heung-Il Suk

Jia Guo

Xiaoxiao Li

2023/6/8

Estimating explainable Alzheimer’s disease likelihood map via clinically-guided prototype learning

NeuroImage

Ahmad Wisnu Mulyadi

Wonsik Jung

Kwanseok Oh

Jee Seok Yoon

Kun Ho Lee

...

2023/6/1

Domain Generalization for Medical Image Analysis: A Survey

Jee Seok Yoon

Kwanseok Oh

Yooseung Shin

Maciej A Mazurowski

Heung-Il Suk

2023/10/5

The effect of hepatic steatosis on liver volume determined by proton density fat fraction and deep learning–measured liver volume

European Radiology

Ji Young Choi

Seung Soo Lee

Na Young Kim

Hyo Jung Park

Yu Sub Sung

...

2023/9

Deep learning-based assessment of functional liver capacity using gadoxetic acid-enhanced hepatobiliary phase MRI

Korean journal of radiology

Hyo Jung Park

Jee Seok Yoon

Seung Soo Lee

Heung-Il Suk

Bumwoo Park

...

2022/7

Semi-supervised generative and discriminative adversarial learning for motor imagery-based brain–computer interface

Scientific reports

Wonjun Ko

Eunjin Jeon

Jee Seok Yoon

Heung-Il Suk

2022/3/17

Accuracy and efficiency of right-lobe graft weight estimation using deep-learning-assisted CT volumetry for living-donor liver transplantation

Diagnostics

Rohee Park

Seungsoo Lee

Yusub Sung

Jeeseok Yoon

Heung-Il Suk

...

2022/2/25

Prediction of decompensation and death in advanced chronic liver disease using deep learning analysis of gadoxetic acid-enhanced MRI

Korean journal of radiology

Subin Heo

Seung Soo Lee

So Yeon Kim

Young-Suk Lim

Hyo Jung Park

...

2022/12

Learn-explain-reinforce: counterfactual reasoning and its guidance to reinforce an Alzheimer's Disease diagnosis model

IEEE Transactions on Pattern Analysis and Machine Intelligence

Kwanseok Oh

Jee Seok Yoon

Heung-Il Suk

2022/8/10

XADLiME: eXplainable Alzheimer's Disease Likelihood Map Estimation via Clinically-guided Prototype Learning

arXiv preprint arXiv:2207.13223

Ahmad Wisnu Mulyadi

Wonsik Jung

Kwanseok Oh

Jee Seok Yoon

Heung-Il Suk

2022/7/27

An index based on deep learning–measured spleen volume on CT for the assessment of high-risk varix in B-viral compensated cirrhosis

European Radiology

Chul-min Lee

Seung Soo Lee

Won-Mook Choi

Kang Mo Kim

Yu Sub Sung

...

2021/5

A plug-in method for representation factorization in connectionist models

IEEE Transactions on Neural Networks and Learning Systems

Jee Seok Yoon

Myung-Cheol Roh

Heung-Il Suk

2021/2/10

Liver-to-spleen volume ratio automatically measured on CT predicts decompensation in patients with B viral compensated cirrhosis

Korean journal of radiology

Ji Hye Kwon

Seung Soo Lee

Jee Seok Yoon

Heung-Il Suk

Yu Sub Sung

...

2021/12

Population-based and personalized reference intervals for liver and spleen volumes in healthy individuals and those with viral hepatitis

Radiology

Dong Wook Kim

Jiyeon Ha

Seung Soo Lee

Ji Hye Kwon

Na Young Kim

...

2021/11

Mutual information-driven subject-invariant and class-relevant deep representation learning in BCI

IEEE Transactions on Neural Networks and Learning Systems

Eunjin Jeon

Wonjun Ko

Jee Seok Yoon

Heung-Il Suk

2021/8/6

Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's Decision

arXiv preprint arXiv:2011.10381

Kwanseok Oh

Jee Seok Yoon

Heung-Il Suk

2020/11/20

Deep learning algorithm for automated segmentation and volume measurement of the liver and spleen using portal venous phase computed tomography images

Korean journal of radiology

Yura Ahn

Jee Seok Yoon

Seung Soo Lee

Heung-Il Suk

Jung Hee Son

...

2020/8

See List of Professors in Jee Seok Yoon University(Korea University)

Co-Authors

H-index: 14
JIA GUO

JIA GUO

Columbia University in the City of New York

H-index: 9
Eunji Jun

Eunji Jun

Korea University

H-index: 6
Ahmad Wisnu Mulyadi

Ahmad Wisnu Mulyadi

Korea University

H-index: 5
Wonsik Jung

Wonsik Jung

Korea University

H-index: 3
Jun-Sik Choi

Jun-Sik Choi

Korea University

H-index: 3
Kwanseok Oh

Kwanseok Oh

Korea University

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