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

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

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

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

Google Scholar

Wonsik Jung Skills & Research Interests

Medical Image Analysis

Time Series Data Analysis

Machine/Deep Learning

Top articles of Wonsik Jung

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

Frontiers in Aging Neuroscience

2024/4/19

Wonsik Jung
Wonsik Jung

H-Index: 1

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

IEEE Transactions on Medical Imaging

2023/11/28

Wonsik Jung
Wonsik Jung

H-Index: 1

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

Scientific reports

2023/10/30

Junghyo Sohn
Junghyo Sohn

H-Index: 0

Wonsik Jung
Wonsik Jung

H-Index: 1

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

arXiv preprint arXiv:2310.03353

2023/10/5

Wonsik Jung
Wonsik Jung

H-Index: 1

Junghyo Sohn
Junghyo Sohn

H-Index: 0

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

arXiv preprint arXiv:2310.03457

2023/10/5

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

Scientific reports

2023/7/19

Wonsik Jung
Wonsik Jung

H-Index: 1

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

NeuroImage

2023/6/1

Deep Geometrical Learning for Alzheimer’s Disease Progression Modeling

2022/11/28

Wonsik Jung
Wonsik Jung

H-Index: 1

Junghyo Sohn
Junghyo Sohn

H-Index: 0

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

2022/8/25

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

IEEE Transactions on Medical Imaging

2022/3/28

Wonjun Ko
Wonjun Ko

H-Index: 4

Wonsik Jung
Wonsik Jung

H-Index: 1

ENGINE: Enhancing neuroimaging and genetic information by neural embedding

2021/12/7

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

2021/9/27

Wonsik Jung
Wonsik Jung

H-Index: 1

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

NeuroImage

2021/8/15

Wonsik Jung
Wonsik Jung

H-Index: 1

Eunji Jun
Eunji Jun

H-Index: 3

Fine-grained attention for weakly supervised object localization

arXiv preprint arXiv:2104.04952

2021/4/11

Junghyo Sohn
Junghyo Sohn

H-Index: 0

Wonsik Jung
Wonsik Jung

H-Index: 1

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

Co-Authors

academic-engine