Doheon Lee

Doheon Lee

KAIST

H-index: 45

Asia-South Korea

About Doheon Lee

Doheon Lee, With an exceptional h-index of 45 and a recent h-index of 27 (since 2020), a distinguished researcher at KAIST, specializes in the field of bioinformatics, medical informatics, systems biology.

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

Reverse tracking from drug-induced transcriptomes through multilayer molecular networks reveals hidden drug targets

Large-scale prediction of adverse drug reactions-related proteins with network embedding

Interpretation of SNP combination effects on schizophrenia etiology based on stepwise deep learning with multi-precision data

Combination of UHPLC-MS/MS with context-specific network and cheminformatic approaches for identifying bioactivities and active components of propolis

Identifying prognostic subgroups of luminal-A breast cancer using deep autoencoders and gene expressions

Paeonia lactiflora extract improves the muscle function of mdx mice, an animal model of Duchenne muscular dystrophy, via downregulating the high mobility group box 1 protein

Machine‐Learned Light‐Field Camera that Reads Facial Expression from High‐Contrast and Illumination Invariant 3D Facial Images

In silico activity and ADMET profiling of phytochemicals from Ethiopian indigenous aloes using pharmacophore models

Doheon Lee Information

University

Position

Professor of Bio and Brain Engineering

Citations(all)

9805

Citations(since 2020)

3071

Cited By

7915

hIndex(all)

45

hIndex(since 2020)

27

i10Index(all)

104

i10Index(since 2020)

58

Email

University Profile Page

KAIST

Google Scholar

View Google Scholar Profile

Doheon Lee Skills & Research Interests

bioinformatics

medical informatics

systems biology

Top articles of Doheon Lee

Title

Journal

Author(s)

Publication Date

Reverse tracking from drug-induced transcriptomes through multilayer molecular networks reveals hidden drug targets

Computers in Biology and Medicine

Gwangmin Kim

Doheon Lee

2023/5/1

Large-scale prediction of adverse drug reactions-related proteins with network embedding

Bioinformatics

Jaesub Park

Sangyeon Lee

Kwansoo Kim

Jaegyun Jung

Doheon Lee

2023/1/1

Interpretation of SNP combination effects on schizophrenia etiology based on stepwise deep learning with multi-precision data

Briefings in Functional Genomics

Yousang Jo

Maree J Webster

Sanghyeon Kim

Doheon Lee

2023/9/21

Combination of UHPLC-MS/MS with context-specific network and cheminformatic approaches for identifying bioactivities and active components of propolis

Food Research International

Ye-Ryeong Cho

Kyeong Ah Jo

Soo-yeon Park

Jae-won Choi

Gwangmin Kim

...

2023/10/1

Identifying prognostic subgroups of luminal-A breast cancer using deep autoencoders and gene expressions

PLOS Computational Biology

Seunghyun Wang

Doheon Lee

2023/5/30

Paeonia lactiflora extract improves the muscle function of mdx mice, an animal model of Duchenne muscular dystrophy, via downregulating the high mobility group box 1 protein

Journal of Ethnopharmacology

Inae Sim

Jaewoong Jang

Jaewon Song

Jongkyu Lee

Hyemi Lim

...

2022/5/10

Machine‐Learned Light‐Field Camera that Reads Facial Expression from High‐Contrast and Illumination Invariant 3D Facial Images

Advanced Intelligent Systems

Sang-In Bae

Sangyeon Lee

Jae-Myeong Kwon

Hyun-Kyung Kim

Kyung-Won Jang

...

2022/4

In silico activity and ADMET profiling of phytochemicals from Ethiopian indigenous aloes using pharmacophore models

Scientific Reports

Lemessa Etana Bultum

Gemechu Bekele Tolossa

Gwangmin Kim

Ohhyeon Kwon

Doheon Lee

2022/12/23

Linearization Autoencoder: an autoencoder-based regression model with latent space linearization

bioRxiv

Sangyeon Lee

Hanjin Kim

Doheon Lee

2022/1/1

Highly Adsorptive Au-TiO2 Nanocomposites for the SERS Face Mask Allow the Machine-Learning-Based Quantitative Assay of SARS-CoV-2 in Artificial Breath …

ACS Applied Materials & Interfaces

Charles SH Hwang

Sangyeon Lee

Sejin Lee

Hanjin Kim

Taejoon Kang

...

2022/11/30

Intercellular CRISPR Screens Enhance the Discovery of Cancer Immunotherapy Targets

bioRxiv

Soorin Yim

Woochang Hwang

Namshik Han

Doheon Lee

2022/1/1

Combining empirical knowledge, in silico molecular docking and ADMET profiling to identify therapeutic phytochemicals from Brucea antidysentrica for acute …

PLoS One

Lemessa Etana Bultum

Gemechu Bekele Tolossa

Doheon Lee

2022/7/27

Computational discovery of cancer immunotherapy targets by intercellular CRISPR screens

Frontiers in Immunology

Soorin Yim

Woochang Hwang

Namshik Han

Doheon Lee

2022/5/16

EGR1/GADD45α activation by ROS of non-thermal plasma mediates cell death in thyroid carcinoma

Cancers

Seung-Nam Jung

Chan Oh

Jae Won Chang

Lihua Liu

Mi Ae Lim

...

2021/1/19

Network Analysis to Identify the Risk of Epidemic Spreading

Applied Sciences

Kiseong Kim

Sunyong Yoo

Sangyeon Lee

Doheon Lee

Kwang-Hyung Lee

2021/3/26

Integrated Network-Based Computational Analysis for Drug Development

Mijin Kwon

Soorin Yim

Gwangmin Kim

Doheon Lee

2021

Context-aware multi-token concept recognition of biological entities

BMC bioinformatics

Kwangmin Kim

Doheon Lee

2021/10

A Systems Biological Approach to Understanding the Mechanisms Underlying the Therapeutic Potential of Red Ginseng Supplements against Metabolic Diseases

Molecules

Eunseon Jeong

Yeni Lim

Kyeong Jin Kim

Hyeon-Hui Ki

Doheon Lee

...

2020/4/23

Paeonia lactiflora extract suppresses cisplatin-induced muscle wasting via downregulation of muscle-specific ubiquitin E3 ligases, NF-κB signaling, and cytokine levels

Journal of Ethnopharmacology

Jaewoong Jang

Hyunji Lee

Jaewon Song

Taehyun Bae

Minwoo Park

...

2021/2/10

A Deep Learning-Based Approach for Identifying the Medicinal Uses of Plant-derived Natural Compounds

Frontiers in Pharmacology| www. frontiersin. org

S Yoo

HC Yang

S Lee

J Shin

S Min

...

2020/11/30

See List of Professors in Doheon Lee University(KAIST)

Co-Authors

H-index: 106
Trey Ideker

Trey Ideker

University of California, San Diego

H-index: 42
Min Song

Min Song

Yonsei University

H-index: 40
Dongsup Kim

Dongsup Kim

KAIST

H-index: 28
Dae-Won Kim

Dae-Won Kim

Chung-Ang University

H-index: 27
Eunkyoo Oh

Eunkyoo Oh

Korea University

H-index: 27
Myoung Ho Kim

Myoung Ho Kim

KAIST

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