So Yeon Kim

So Yeon Kim

Ajou University

H-index: 8

Asia-South Korea

About So Yeon Kim

So Yeon Kim, With an exceptional h-index of 8 and a recent h-index of 7 (since 2020), a distinguished researcher at Ajou University, specializes in the field of Machine Learning, Bioinformatics, Network analysis.

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

Semi-Supervised Graph Representation Learning with Human-centric Explanation for Predicting Fatty Liver Disease

Transdiagnostic clustering and network analysis for questionnaire-based symptom profiling and drug recommendation in the UK Biobank and a Korean cohort

GNN-surv: Discrete-Time Survival Prediction Using Graph Neural Networks

CEAT: Curvature feature Extractor using Action based Triplet learning for Action Segmentation

ClearF++: Improved Supervised Feature Scoring Using Feature Clustering in Class-Wise Embedding and Reconstruction

Personalized Explanations for Early Diagnosis of Alzheimer’s Disease Using Explainable Graph Neural Networks with Population Graphs

Dataset Bias Prediction for Few-Shot Image Classification

Identifying genetic variants for amyloid β in subcortical vascular cognitive impairment

So Yeon Kim Information

University

Position

___

Citations(all)

204

Citations(since 2020)

157

Cited By

85

hIndex(all)

8

hIndex(since 2020)

7

i10Index(all)

6

i10Index(since 2020)

5

Email

University Profile Page

Google Scholar

So Yeon Kim Skills & Research Interests

Machine Learning

Bioinformatics

Network analysis

Top articles of So Yeon Kim

Semi-Supervised Graph Representation Learning with Human-centric Explanation for Predicting Fatty Liver Disease

arXiv preprint arXiv:2403.02786

2024/3/5

So Yeon Kim
So Yeon Kim

H-Index: 6

Transdiagnostic clustering and network analysis for questionnaire-based symptom profiling and drug recommendation in the UK Biobank and a Korean cohort

Scientific Reports

2024/2/24

GNN-surv: Discrete-Time Survival Prediction Using Graph Neural Networks

Bioengineering

2023/9/6

So Yeon Kim
So Yeon Kim

H-Index: 6

CEAT: Curvature feature Extractor using Action based Triplet learning for Action Segmentation

IEEE Access

2023/7/26

So Yeon Kim
So Yeon Kim

H-Index: 6

Kyung-Ah Sohn
Kyung-Ah Sohn

H-Index: 18

ClearF++: Improved Supervised Feature Scoring Using Feature Clustering in Class-Wise Embedding and Reconstruction

Bioengineering

2023/7/10

So Yeon Kim
So Yeon Kim

H-Index: 6

Kyung-Ah Sohn
Kyung-Ah Sohn

H-Index: 18

Personalized Explanations for Early Diagnosis of Alzheimer’s Disease Using Explainable Graph Neural Networks with Population Graphs

Bioengineering

2023/6/8

So Yeon Kim
So Yeon Kim

H-Index: 6

Dataset Bias Prediction for Few-Shot Image Classification

Electronics

2023/5/30

So Yeon Kim
So Yeon Kim

H-Index: 6

Kyung-Ah Sohn
Kyung-Ah Sohn

H-Index: 18

Identifying genetic variants for amyloid β in subcortical vascular cognitive impairment

Frontiers in Aging Neuroscience

2023/4/18

Multi-layered network-based pathway activity inference using directed random walks: application to predicting clinical outcomes in urologic cancer

Bioinformatics

2021/8/15

Identifying novel genetic variants for brain amyloid deposition: a genome-wide association study in the Korean population

Alzheimer's Research & Therapy

2021/6/21

Prognostic effect of inflammatory genes on Stage I–III colorectal cancer—Integrative analysis of TCGA data

Cancers

2021/2/11

Liver imaging features by convolutional neural network to predict the metachronous liver metastasis in stage I-III colorectal cancer patients based on preoperative abdominal CT …

BMC bioinformatics

2020/9

See List of Professors in So Yeon Kim University(Ajou University)

Co-Authors

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