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Le Nguyen Quoc Khanh
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iEnhancer-5Step: identifying enhancers using hidden information of DNA sequences via Chou's 5-step rule and word embedding
NQK Le, EKY Yapp, QT Ho, N Nagasundaram, YY Ou, HY Yeh
Analytical biochemistry 571, 53-61, 2019
1262019
A transformer architecture based on BERT and 2D convolutional neural network to identify DNA enhancers from sequence information
NQK Le, QT Ho, TTD Nguyen, YY Ou
Briefings in bioinformatics 22 (5), bbab005, 2021
1162021
Incorporating deep learning with convolutional neural networks and position specific scoring matrices for identifying electron transport proteins
NQK Le, QT Ho, YY Ou
Journal of Computational Chemistry 38 (23), 2000-2006, 2017
892017
Machine learning-based radiomics signatures for EGFR and KRAS mutations prediction in non-small-cell lung cancer
NQK Le, QH Kha, VH Nguyen, YC Chen, SJ Cheng, CY Chen
International journal of molecular sciences 22 (17), 9254, 2021
872021
XGBoost improves classification of MGMT promoter methylation status in IDH1 wildtype glioblastoma
NQK Le, DT Do, FY Chiu, EKY Yapp, HY Yeh, CY Chen
Journal of personalized medicine 10 (3), 128, 2020
842020
Radiomics-based machine learning model for efficiently classifying transcriptome subtypes in glioblastoma patients from MRI
NQK Le, TNK Hung, DT Do, LHT Lam, LH Dang, TT Huynh
Computers in Biology and Medicine 132, 104320, 2021
822021
Classifying promoters by interpreting the hidden information of DNA sequences via deep learning and combination of continuous fasttext N-grams
NQK Le, EKY Yapp, N Nagasundaram, HY Yeh
Frontiers in bioengineering and biotechnology 7, 305, 2019
812019
Deep transformers and convolutional neural network in identifying DNA N6-methyladenine sites in cross-species genomes
NQK Le, QT Ho
Methods 204, 199-206, 2022
752022
Identification of clathrin proteins by incorporating hyperparameter optimization in deep learning and PSSM profiles
NQK Le, TT Huynh, EKY Yapp, HY Yeh
Computer methods and programs in biomedicine 177, 81-88, 2019
712019
On the road to explainable AI in drug-drug interactions prediction: A systematic review
TH Vo, NTK Nguyen, QH Kha, NQK Le
Computational and Structural Biotechnology Journal 20, 2112-2123, 2022
682022
Using deep neural networks and biological subwords to detect protein S-sulfenylation sites
DT Do, TQT Le, NQK Le
Briefings in Bioinformatics 22 (3), bbaa128, 2021
662021
An ai‐based prediction model for drug‐drug interactions in osteoporosis and Paget's diseases from smiles
TNK Hung, NQK Le, NH Le, L Van Tuan, TP Nguyen, C Thi, JH Kang
Molecular informatics 41 (6), 2100264, 2022
652022
Application of Computational Biology and Artificial Intelligence Technologies in Cancer Precision Drug Discovery
N Nagarajan, EKY Yapp, NQK Le, B Kamaraj, AM Al-Subaie, HY Yeh
BioMed research international 2019, 2019
632019
iN6-methylat (5-step): identifying DNA N6-methyladenine sites in rice genome using continuous bag of nucleobases via Chou’s 5-step rule
NQK Le
Molecular Genetics and Genomics 294 (5), 1173-1182, 2019
632019
iMotor-CNN: Identifying molecular functions of cytoskeleton motor proteins using 2D convolutional neural network via Chou's 5-step rule
NQK Le, EKY Yapp, YY Ou, HY Yeh
Analytical biochemistry 575, 17-26, 2019
632019
Classifying the molecular functions of Rab GTPases in membrane trafficking using deep convolutional neural networks
NQK Le, QT Ho, YY Ou
Analytical biochemistry 555, 33-41, 2018
622018
iEnhancer-ECNN: identifying enhancers and their strength using ensembles of convolutional neural networks
QH Nguyen, TH Nguyen-Vo, NQK Le, TTT Do, S Rahardja, BP Nguyen
BMC genomics 20, 1-10, 2019
612019
Prediction of FAD binding sites in electron transport proteins according to efficient radial basis function networks and significant amino acid pairs
NQK Le, YY Ou
BMC Bioinformatics 17 (1), 298, 2016
602016
Improved prediction model of protein lysine crotonylation sites using bidirectional recurrent neural networks
SS Tng, NQK Le, HY Yeh, MCH Chua
Journal of proteome research 21 (1), 265-273, 2021
552021
DeepETC: A deep convolutional neural network architecture for investigating and classifying electron transport chain's complexes
NQK Le, QT Ho, EKY Yapp, YY Ou, HY Yeh
Neurocomputing 375, 71-79, 2020
552020
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Articles 1–20