iN6-methylat (5-step) : identifying DNA N⁶-methyladenine sites in rice genome using continuous bag of nucleobases via Chou's 5-step rule

by Le, Nguyen Quoc Khanh
Published 2021

SNARE-CNN : a 2D convolutional neural network architecture to identify SNARE proteins from high-throughput sequencing data

by Le, Nguyen Quoc Khanh, Nguyen, Van-Nui
Published 2020

ET-GRU : using multi-layer gated recurrent units to identify electron transport proteins

by Le, Nguyen Quoc Khanh, Yapp, Edward Kien Yee, Yeh, Hui-Yuan
Published 2019

Classifying promoters by interpreting the hidden information of DNA sequences via deep learning and combination of continuous FastText N-grams

by Le, Nguyen Quoc Khanh, Yapp, Edward Kien Yee, Nagasundaram, Nagarajan, Yeh, Hui-Yuan
Published 2020

In silico screening of sugar alcohol compounds to inhibit viral matrix protein VP40 of Ebola virus

by Nagarajan, Nagasundaram, Yapp, Edward Kien Yee, Le, Nguyen Quoc Khanh, Yeh, Hui-Yuan
Published 2021

Identification of clathrin proteins by incorporating hyperparameter optimization in deep learning and PSSM profiles

by Le, Nguyen Quoc Khanh, Huynh, Tuan-Tu, Yapp, Edward Kien Yee, Yeh, Hui-Yuan
Published 2020

Ensemble of deep recurrent neural networks for identifying enhancers via dinucleotide physicochemical properties

by Tan, Kok Keng, Le, Nguyen Quoc Khanh, Yeh, Hui-Yuan, Chua, Matthew Chin Heng
Published 2020

iMotor-CNN : identifying molecular functions of cytoskeleton motor proteins using 2D convolutional neural network via Chou's 5-step rule

by Le, Nguyen Quoc Khanh, Yapp, Edward Kien Yee, Ou, Yu-Yen, Yeh, Hui-Yuan
Published 2021

Computational identification of vesicular transport proteins from sequences using deep gated recurrent units architecture

by Le, Nguyen Quoc Khanh, Yapp, Edward Kien Yee, Nagasundaram, Nagarajan, Chua, Matthew Chin Heng, Yeh, Hui-Yuan
Published 2020

Using word embedding technique to efficiently represent protein sequences for identifying substrate specificities of transporters

by Nguyen, Trinh-Trung-Duong, Le, Nguyen Quoc Khanh, Ho, Quang-Thai, Phan, Dinh-Van, Ou, Yu-Yen
Published 2021

DeepETC: a deep convolutional neural network architecture for investigating and classifying electron transport chain's complexes

by Le, Nguyen Quoc Khanh, Ho, Quang-Thai, Yapp, Edward Kien Yee, Ou, Yu-Yen, Yeh, Hui-Yuan
Published 2022

Application of computational biology and artificial intelligence technologies in cancer precision drug discovery

by Nagarajan, Nagasundaram, Yapp, Edward K. Y., Le, Nguyen Quoc Khanh, Kamaraj, Balu, Abeer Mohammed Al-Subaie, Yeh, Hui-Yuan
Published 2020

iEnhancer-5step : identifying enhancers using hidden information of DNA sequences via Chou's 5-step rule and word embedding

by Le, Nguyen Quoc Khanh, Yapp, Edward Kien Yee, Ho, Quang-Thai, Nagasundaram, Nagarajan, Ou, Yu-Yen, Yeh, Hui-Yuan
Published 2021

XGBoost improves classification of MGMT promoter methylation status in IDH1 wildtype glioblastoma

by Le, Nguyen Quoc Khanh, Do, Duyen Thi, Chiu, Fang-Ying, Yapp, Edward Kien Yee, Yeh, Hui-Yuan, Chen, Cheng-Yu
Published 2021