Quang‐Thai Ho

A transformer architecture based on BERT and 2D convolutional neural network to identify DNA enhancers from sequence information

Nguyen Quoc Khanh Le, Quang‐Thai Ho, Trinh‐Trung‐Duong Nguyen et al. · Briefings in Bioinformatics · 2021 · 191 citations

Computing, Bioinformatics, Computer Science +16

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

Nguyen Quoc Khanh Le, Edward Kien Yee Yapp, Quang‐Thai Ho et al. · Analytical Biochemistry · 2019 · 155 citations

Life Sciences, Bioinformatics, Genetics +12

Incorporating deep learning with convolutional neural networks and position specific scoring matrices for identifying electron transport proteins

Nguyen Quoc Khanh Le, Quang‐Thai Ho, Yu‐Yen Ou · Journal of Computational Chemistry · 2017 · 107 citations

Life Sciences, Bioinformatics, Computational Biology +12

BERT-Promoter: An improved sequence-based predictor of DNA promoter using BERT pre-trained model and SHAP feature selection

Nguyen Quoc Khanh Le, Quang‐Thai Ho, Van‐Nui Nguyen et al. · Computational Biology and Chemistry · 2022 · 100 citations

Life Sciences, Bioinformatics, Molecular Biology +12

Identifying SNARE Proteins Using an Alignment-Free Method Based on Multiscan Convolutional Neural Network and PSSM Profiles

Quang-Hien Kha, Quang‐Thai Ho, Nguyen Quoc Khanh Le · Journal of Chemical Information and Modeling · 2022 · 93 citations · Full text

Life Sciences, Biochemistry, Bioinformatics +16