Jiook Cha

Jiook Cha

Seoul National University

H-index: 24

Asia-South Korea

About Jiook Cha

Jiook Cha, With an exceptional h-index of 24 and a recent h-index of 20 (since 2020), a distinguished researcher at Seoul National University, specializes in the field of Human Neuroscience, Developmental Sciences, Machine Learning.

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

Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy-preserving Quantum Machine Learning

Early life stress modulates the genetic influence on brain structure and cognitive function in children

Sociomarkers and Connectomes: Neurodevelopmental Imprints in Adolescent Brains

Stress vulnerability and resilience in children facing COVID-19-related discrimination: a quasi-experimental study using polygenic, brain, and sociodemographic data

Gene–environment pathways to cognitive intelligence and psychotic-like experiences in children

Dentate gyrus microstructure is associated with resilience after exposure to maternal stress across two human cohorts

SwiFT: Swin 4D fMRI Transformer

AesFA: An Aesthetic Feature-Aware Arbitrary Neural Style Transfer

Jiook Cha Information

University

Position

___

Citations(all)

2276

Citations(since 2020)

1498

Cited By

1358

hIndex(all)

24

hIndex(since 2020)

20

i10Index(all)

36

i10Index(since 2020)

31

Email

University Profile Page

Seoul National University

Google Scholar

View Google Scholar Profile

Jiook Cha Skills & Research Interests

Human Neuroscience

Developmental Sciences

Machine Learning

Top articles of Jiook Cha

Title

Journal

Author(s)

Publication Date

Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy-preserving Quantum Machine Learning

arXiv preprint arXiv:2401.07464

William Watkins

Heehwan Wang

Sangyoon Bae

Huan-Hsin Tseng

Jiook Cha

...

2024/1/15

Early life stress modulates the genetic influence on brain structure and cognitive function in children

Heliyon

Hee-Hwan Wang

Seo-Yoon Moon

Hyeonjin Kim

Gakyung Kim

Woo-Young Ahn

...

2024/1/15

Sociomarkers and Connectomes: Neurodevelopmental Imprints in Adolescent Brains

Eun Kyong Shin

Eunsong Kang

Jiwon Lee

Byungyeon Yun

Jiook Cha

...

2024/3/21

Stress vulnerability and resilience in children facing COVID-19-related discrimination: a quasi-experimental study using polygenic, brain, and sociodemographic data

medRxiv

Jinwoo Yi

Eunji Lee

Bo-Gyeom Kim

Gakyung Kim

Yoonjung Yoonie Joo

...

2024

Gene–environment pathways to cognitive intelligence and psychotic-like experiences in children

Elife

Junghoon Park

Eunji Lee

Gyeongcheol Cho

Heungsun Hwang

Bo-Gyeom Kim

...

2024/3/5

Dentate gyrus microstructure is associated with resilience after exposure to maternal stress across two human cohorts

Biological Psychiatry

Milenna T van Dijk

Ardesheer Talati

Pratik Kashyap

Karan Desai

Nora Kelsall

...

2023/6/29

SwiFT: Swin 4D fMRI Transformer

Advances in Neural Information Processing Systems

Peter Kim

Junbeom Kwon

Sunghwan Joo

Sangyoon Bae

Donggyu Lee

...

2024/2/13

AesFA: An Aesthetic Feature-Aware Arbitrary Neural Style Transfer

Proceedings of the AAAI Conference on Artificial Intelligence

Joonwoo Kwon

Sooyoung Kim

Yuewei Lin

Shinjae Yoo

Jiook Cha

2024/3/24

White matter diffusion estimates in obsessive-compulsive disorder across 1653 individuals: machine learning findings from the ENIGMA OCD Working Group

Mol Psychiatry

2024/2/7

Overestimated prediction using polygenic prediction derived from summary statistics

BMC Genomic Data

David Keetae Park

Mingshen Chen

Seungsoo Kim

Yoonjung Yoonie Joo

Rebekah K Loving

...

2023/9/14

Individual Differences in the Effects of Neighborhood Socioeconomic Deprivation on Economic Decision Making and Psychotic Risk in Children

medRxiv

Junghoon Park

Minje Cho

Eunji Lee

Bo-Gyeom Kim

Gakyung Kim

...

2023/5/1

Maternal age at birth and child attention‐deficit hyperactivity disorder: causal association or familial confounding?

Journal of Child Psychology and Psychiatry

Brennan H Baker

Yoonjung Yoonie Joo

Junghoon Park

Jiook Cha

Andrea A Baccarelli

...

2023/2

Multivariate patterns between brain network properties, polygenic scores, phenotypes, and environment in preadolescents

medRxiv

Jungwoo Seo

Eunji Lee

Bo-Gyeom Kim

Gakyung Kim

Yoonjung Yoonie Joo

...

2023

Differences in White Matter Structural Networks in Family Risk of Major Depressive Disorder and Suicidality: A Connectome Analysis

medRxiv

Nora Clancy Kelsall

Yun Wang

Jiook Cha

Jonathan Posner

Ardesheer Talati

...

2023

Development and Validation of a Prediction Model for Differentiation of Benign and Malignant Fat-Poor Renal Tumors Using CT Radiomics

Topics in stroke rehabilitation

Min-Su Kim

Min Cheol Joo

Min Kyun Sohn

Jongmin Lee

Deog Young Kim

...

2020/8/17

Training a Large-Scale 3D Convolutional Neural Network Predicting Human Intelligence in Adolescent Brain Cognitive Development Study

Seungwook Han

Yan Zhang

Yihui Ren

Shinjae Yoo

Jiook Cha

2022/12/21

Overestimated polygenic prediction due to overlapping subjects in genetic datasets

bioRxiv

David Keetae Park

Mingshen Chen

Seungsoo Kim

Yoonjung Yoonie Joo

Rebekah K Loving

...

2022/1/22

BROAD DEPRESSION POLYGENIC RISK SCORE PREDICTS DENTATE GYRUS MORPHOLOGY, DEPRESSIVE SYMPTOMS AND SUICIDE ATTEMPTS IN OFFSPRING AT HIGH FAMILY RISK FOR DEPRESSION

European Neuropsychopharmacology

Milenna van Dijk

Irina Pokhvisneva

Sachin Patel

Jiook Cha

Marc Gameroff

...

2022/10/1

The sexual brain, genes, and cognition: A machine‐predicted brain sex score explains individual differences in cognitive intelligence and genetic influence in young children

Human Brain Mapping

Kakyeong Kim

Yoonjung Yoonie Joo

Gun Ahn

Hee‐Hwan Wang

Seo‐Yoon Moon

...

2022/8/15

Cognitive Capacity Genome-Wide Polygenic Scores Identify Individuals with Slower Cognitive Decline in Aging

Genes

Yoonjung Yoonie Joo

Jiook Cha

Jeremy Freese

M Geoffrey Hayes

2022/7/24

See List of Professors in Jiook Cha University(Seoul National University)

Co-Authors

H-index: 177
Yaakov Stern

Yaakov Stern

Columbia University in the City of New York

H-index: 108
Bradley S. Peterson, M.D.

Bradley S. Peterson, M.D.

University of Southern California

H-index: 107
Greg Hajcak

Greg Hajcak

Florida State University

H-index: 51
Jay A. Gingrich

Jay A. Gingrich

Columbia University in the City of New York

H-index: 46
William P. Fifer

William P. Fifer

Columbia University in the City of New York

H-index: 45
Catherine Monk

Catherine Monk

Columbia University in the City of New York

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