Wonsik Jung

Wonsik Jung

Korea University

H-index: 5

Asia-South Korea

About Wonsik Jung

Wonsik Jung, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Korea University, specializes in the field of Medical Image Analysis, Time Series Data Analysis, Machine/Deep Learning.

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

Deep learning model for individualized trajectory prediction of clinical outcomes in mild cognitive impairment

A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep Counterfactuals

Deep joint learning of pathological region localization and Alzheimer’s disease diagnosis

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

EAG-RS: A Novel Explainability-guided ROI-Selection Framework for ASD Diagnosis via Inter-regional Relation Learning

Module of Axis-based Nexus Attention for weakly supervised object localization

Deep Geometric Learning with Monotonicity Constraints for Alzheimer's Disease Progression

Deep Geometrical Learning for Alzheimer’s Disease Progression Modeling

Wonsik Jung Information

University

Position

Department of Brain and Cognitive Engineering

Citations(all)

85

Citations(since 2020)

85

Cited By

5

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

Korea University

Google Scholar

View Google Scholar Profile

Wonsik Jung Skills & Research Interests

Medical Image Analysis

Time Series Data Analysis

Machine/Deep Learning

Top articles of Wonsik Jung

Title

Journal

Author(s)

Publication Date

Deep learning model for individualized trajectory prediction of clinical outcomes in mild cognitive impairment

Frontiers in Aging Neuroscience

Wonsik Jung

Si Eun Kim

Jun Pyo Kim

Hyemin Jang

Chae Jung Park

...

2024/4/19

A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep Counterfactuals

arXiv preprint arXiv:2310.03457

Kwanseok Oh

Da-Woon Heo

Ahmad Wisnu Mulyadi

Wonsik Jung

Eunsong Kang

...

2023/10/5

Deep joint learning of pathological region localization and Alzheimer’s disease diagnosis

Scientific reports

Changhyun Park

Wonsik Jung

Heung-Il Suk

2023/7/19

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

EAG-RS: A Novel Explainability-guided ROI-Selection Framework for ASD Diagnosis via Inter-regional Relation Learning

IEEE Transactions on Medical Imaging

Wonsik Jung

Eunjin Jeon

Eunsong Kang

Heung-Il Suk

2023/11/28

Module of Axis-based Nexus Attention for weakly supervised object localization

Scientific reports

Junghyo Sohn

Eunjin Jeon

Wonsik Jung

Eunsong Kang

Heung-Il Suk

2023/10/30

Deep Geometric Learning with Monotonicity Constraints for Alzheimer's Disease Progression

arXiv preprint arXiv:2310.03353

Seungwoo Jeong

Wonsik Jung

Junghyo Sohn

Heung-Il Suk

2023/10/5

Deep Geometrical Learning for Alzheimer’s Disease Progression Modeling

Seungwoo Jeong

Wonsik Jung

Junghyo Sohn

Heung-Il Suk

2022/11/28

Deep Counterfactual-Guided MRI Feature Representation and Quantitatively Interpretable Alzheimer’s Disease Prediction

Kwanseok Oh

Da-Woon Heo

Ahmad Wisnu Mulyadi

Wonsik Jung

Eunsong Kang

...

2022/8/25

A deep generative–discriminative learning for multimodal representation in imaging genetics

IEEE Transactions on Medical Imaging

Wonjun Ko

Wonsik Jung

Eunjin Jeon

Heung-Il Suk

2022/3/28

ENGINE: Enhancing neuroimaging and genetic information by neural embedding

Wonjun Ko

Wonsik Jung

Eunjin Jeon

Ahmad Wisnu Mulyadi

Heung-Il Suk

2021/12/7

Inter-regional High-Level Relation Learning from Functional Connectivity via Self-supervision

Wonsik Jung

Da-Woon Heo

Eunjin Jeon

Jaein Lee

Heung-Il Suk

2021/9/27

Deep recurrent model for individualized prediction of Alzheimer’s disease progression

NeuroImage

Wonsik Jung

Eunji Jun

Heung-Il Suk

Alzheimer’s Disease Neuroimaging Initiative

2021/8/15

Fine-grained attention for weakly supervised object localization

arXiv preprint arXiv:2104.04952

Junghyo Sohn

Eunjin Jeon

Wonsik Jung

Eunsong Kang

Heung-Il Suk

2021/4/11

See List of Professors in Wonsik Jung University(Korea University)

Co-Authors

H-index: 9
Eunji Jun

Eunji Jun

Korea University

H-index: 8
Jee Seok Yoon

Jee Seok Yoon

Korea University

H-index: 6
Ahmad Wisnu Mulyadi

Ahmad Wisnu Mulyadi

Korea University

H-index: 3
Kwanseok Oh

Kwanseok Oh

Korea University

H-index: 1
Junghyo Sohn

Junghyo Sohn

Korea University

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