Hyonho Chun

Hyonho Chun

KAIST

H-index: 18

Asia-South Korea

About Hyonho Chun

Hyonho Chun, With an exceptional h-index of 18 and a recent h-index of 14 (since 2020), a distinguished researcher at KAIST, specializes in the field of statistics, statistical bioinformatics, machine learning.

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

Factors associated with gastric and duodenal neuroendocrine tumors: A multicenter case-control study

A prediction model for healthcare time-series data with a mixture of deep mixed effect models using Gaussian processes

Sex-specific effects of fruit, vegetable, and red meat intake on the risk of gastric and esophageal cancer in a large cohort

Similarity-assisted variational autoencoder for nonlinear dimension reduction with application to single-cell RNA sequencing data

Regulation of sclerostin by the SIRT1 stabilization pathway in osteocytes

FKBP11 rewires UPR signaling to promote glucose homeostasis in type 2 diabetes and obesity

A zero-inflated non-negative matrix factorization for the deconvolution of mixed signals of biological data

scAVENGERS: a genotype-based deconvolution of individuals in multiplexed single-cell ATAC-seq data without reference genotypes

Hyonho Chun Information

University

Position

___

Citations(all)

2111

Citations(since 2020)

1236

Cited By

1337

hIndex(all)

18

hIndex(since 2020)

14

i10Index(all)

21

i10Index(since 2020)

16

Email

University Profile Page

Google Scholar

Hyonho Chun Skills & Research Interests

statistics

statistical bioinformatics

machine learning

Top articles of Hyonho Chun

Title

Journal

Author(s)

Publication Date

Factors associated with gastric and duodenal neuroendocrine tumors: A multicenter case-control study

Digestive and Liver Disease

Kwangwoo Nam

Su Youn Nam

Jun Chul Park

Young Sin Cho

Hyuk Soon Choi

...

2024/2/18

A prediction model for healthcare time-series data with a mixture of deep mixed effect models using Gaussian processes

Biomedical Signal Processing and Control

Jaehyoung Hong

Hyonho Chun

2023/7/1

Sex-specific effects of fruit, vegetable, and red meat intake on the risk of gastric and esophageal cancer in a large cohort

Digestive and Liver Disease

SuYoun Nam

Junwoo Jo

SeongWoo Jeon

Hyonho Chun

2023

Similarity-assisted variational autoencoder for nonlinear dimension reduction with application to single-cell RNA sequencing data

BMC bioinformatics

Gwangwoo Kim

Hyonho Chun

2023/11/14

Regulation of sclerostin by the SIRT1 stabilization pathway in osteocytes

Cell Death & Differentiation

Jung-Min Kim

Yeon-Suk Yang

Jun Xie

Oksun Lee

JiHea Kim

...

2022/8

FKBP11 rewires UPR signaling to promote glucose homeostasis in type 2 diabetes and obesity

Cell Metabolism

Hilde Herrema

Dongxian Guan

Jae Won Choi

Xudong Feng

Mario Andres Salazar Hernandez

...

2022/7/5

A zero-inflated non-negative matrix factorization for the deconvolution of mixed signals of biological data

The International Journal of Biostatistics

Yixin Kong

Ariangela Kozik

Cindy H Nakatsu

Yava L Jones-Hall

Hyonho Chun

2022/6/1

scAVENGERS: a genotype-based deconvolution of individuals in multiplexed single-cell ATAC-seq data without reference genotypes

NAR Genomics and Bioinformatics

Seungbeom Han

Kyukwang Kim

Seongwan Park

Andrew J Lee

Hyonho Chun

...

2022/12

Clinical impact of clonal hematopoiesis on severe COVID-19 patients without canonical risk factors

Haematologica

Chang Kyung Kang

Baekgyu Choi

Sugyeong Kim

Choong Hyun Sun

Soon Ho Yoon

...

2023/1/1

Suppression of heterotopic ossification in fibrodysplasia ossificans progressiva using AAV gene delivery

Nature communications

Yeon-Suk Yang

Jung-Min Kim

Jun Xie

Sachin Chaugule

Chujiao Lin

...

2022/10/19

Deep nonnegative matrix factorization using a variational autoencoder with application to single-cell RNA sequencing data

IEEE/ACM Transactions on Computational Biology and Bioinformatics

D. Jee

Y. Kong

H. Chun

2022

Biphasic regulation of osteoblast development via the ERK MAPK–mTOR pathway

Elife

Jung-Min Kim

Yeon-Suk Yang

Jaehyoung Hong

Sachin Chaugule

Hyonho Chun

...

2022/8/17

Proteomic and metabolomic profiling reveals the involvement of apoptosis in meat quality characteristics of ovine M. longissimus from different callipyge genotypes

Meat science

Danyi Ma

Qianqian Yu

Victoria E Hedrick

Bruce R Cooper

Tiago José Paschoal Sobreira

...

2020/8/1

A RUNX2 stabilization pathway mediates physiologic and pathologic bone formation

Nature communications

Jung-Min Kim

Yeon-Suk Yang

Kwang Hwan Park

Xianpeng Ge

Ren Xu

...

2020/5/8

See List of Professors in Hyonho Chun University(KAIST)