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Le Nguyen Quoc Khanh
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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
1572021
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
1342019
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
1232021
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
1182019
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
1092022
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
982020
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
952021
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
912017
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
882019
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
852022
BERT-Promoter: An improved sequence-based predictor of DNA promoter using BERT pre-trained model and SHAP feature selection
NQK Le, QT Ho, VN Nguyen, JS Chang
Computational Biology and Chemistry 99, 107732, 2022
842022
Prediction of anticancer peptides based on an ensemble model of deep learning and machine learning using ordinal positional encoding
Q Yuan, K Chen, Y Yu, NQK Le, MCH Chua
Briefings in Bioinformatics 24 (1), bbac630, 2023
822023
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
812022
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
802019
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
722019
Identifying SNARE proteins using an alignment-free method based on multiscan convolutional neural network and PSSM profiles
QH Kha, QT Ho, NQK Le
Journal of Chemical Information and Modeling 62 (19), 4820-4826, 2022
712022
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
702021
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
672019
Molecular subtype classification of low‐grade gliomas using magnetic resonance imaging‐based radiomics and machine learning
LHT Lam, DT Do, DTN Diep, DLN Nguyet, QD Truong, TT Tri, HN Thanh, ...
NMR in Biomedicine 35 (11), e4792, 2022
662022
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
642018
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Articles 1–20