Dokyun Na

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 11

Top Topics

Chemical Reactions

Stepwise Regression

Text Categorisation

Top Venues

Comput. Biol. Medicine

BMC Medical Informatics Decis. Mak.

Publications

Daeahn Cho, Myeong-Sang Yu, Jeongyoon Shin, Jingyu Lee, Yubin Kim, Hoon-Chul Kang, Se Hee Kim, Dokyun Na
A computational clinical decision-supporting system to suggest effective anti-epileptic drugs for pediatric epilepsy patients based on deep learning models using patient's medical history. BMC Medical Informatics Decis. Mak. (2) (2024)
Bilal Shaker, Jingyu Lee, Yunhyeok Lee, Myeong-Sang Yu, Hyang-Mi Lee, Eunee Lee, Hoon-Chul Kang, Kwang-Seok Oh, Hyung Wook Kim, Dokyun Na
A machine learning-based quantitative model (LogBB_Pred) to predict the blood-brain barrier permeability (logBB value) of drug compounds. Bioinform. 39 (10) (2023)
Joo-Seong Oh, Hyithaek Ceong, Dokyun Na, Chungoo Park
A machine learning model for classifying G-protein-coupled receptors as agonists or antagonists. BMC Bioinform. (9) (2022)
Sung-Gwon Lee, Dokyun Na, Chungoo Park
Comparability of reference-based and reference-free transcriptome analysis approaches at the gene expression level. BMC Bioinform. (11) (2021)
Bilal Shaker, Myeong-Sang Yu, Jin Sook Song, Sunjoo Ahn, Jae Yong Ryu, Kwang-Seok Oh, Dokyun Na
LightBBB: computational prediction model of blood-brain-barrier penetration based on LightGBM. Bioinform. 37 (8) (2021)
Bilal Shaker, Sajjad Ahmad, Jingyu Lee, Chanjin Jung, Dokyun Na
methods and tools for drug discovery. Comput. Biol. Medicine 137 (2021)
Myeong-Sang Yu, Jingyu Lee, Yongmin Lee, Dokyun Na
2-D chemical structure image-based in silico model to predict agonist activity for androgen receptor. BMC Bioinform. (5) (2020)
Sayada Reemsha Kazmi, Ren Jun, Myeong-Sang Yu, Chanjin Jung, Dokyun Na
approaches and tools for the prediction of drug metabolism and fate: A review. Comput. Biol. Medicine 106 (2019)
Hyang-Mi Lee, Myeong-Sang Yu, Sayada Reemsha Kazmi, Seong Yun Oh, Ki-Hyeong Rhee, Myung-Ae Bae, Byung Ho Lee, Dae-Seop Shin, Kwang-Seok Oh, Hyithaek Ceong, Donghyun Lee, Dokyun Na
Computational determination of hERG-related cardiotoxicity of drug candidates. BMC Bioinform. (10) (2019)
Myeong-Sang Yu, Hyang-Mi Lee, Aaron Park, Chungoo Park, Hyithaek Ceong, Ki-Hyeong Rhee, Dokyun Na
In silico prediction of potential chemical reactions mediated by human enzymes. BMC Bioinform. (8) (2018)
Myeong-Sang Yu, Dokyun Na
Evaluation of Disease-Associated Text-Mining Databases. DTMBIO@CIKM (2015)
Eric T. C. Wong, Dokyun Na, Jörg Gsponer
On the Importance of Polar Interactions for Complexes Containing Intrinsically Disordered Proteins. PLoS Comput. Biol. 9 (8) (2013)
Dokyun Na, Sunjae Lee, Doheon Lee
Mathematical modeling of translation initiation for the estimation of its efficiency to computationally design mRNA sequences with desired expression levels in prokaryotes. BMC Syst. Biol. 4 (2010)
Dokyun Na, Doheon Lee
: software for designing synthetic ribosome binding sites that yields a desired level of protein expression. Bioinform. 26 (20) (2010)
Inho Park, Dokyun Na, Kwang Hyung Lee, Doheon Lee
Fuzzy Continuous Petri Net-Based Approach for Modeling Helper T Cell Differentiation. ICARIS (2005)
Dokyun Na, Doheon Lee
Mathematical Modeling of Immune Suppression. ICARIS (2005)
Inho Park, Dokyun Na, Doheon Lee, Kwang Hyung Lee
Fuzzy Continuous Petri Net-Based Approach for Modeling Immune Systems. WIRN/NAIS (2005)
Dokyun Na, Inho Park, Kwang Hyung Lee, Doheon Lee
Integration of Immune Models Using Petri Nets. ICARIS (2004)