Quang-Thai Ho

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 10

Top Topics

Protein Sequences

Convolutional Neural Networks

Top Venues

Briefings Bioinform.

Comput. Biol. Medicine

IEEE ACM Trans. Comput. Biol. Bioinform.

J. Comput. Chem.

Publications

Nguyen-Quoc-Khanh Le, Quang-Thai Ho, Van-Nui Nguyen, Jung-Su Chang
BERT-Promoter: An improved sequence-based predictor of DNA promoter using BERT pre-trained model and SHAP feature selection. Comput. Biol. Chem. 99 (2022)
Quang-Thai Ho, Nguyen-Quoc-Khanh Le, Yu-Yen Ou
mCNN-ETC: identifying electron transporters and their functional families by using multiple windows scanning techniques in convolutional neural networks with evolutionary information of protein sequences. Briefings Bioinform. 23 (1) (2022)
Trinh-Trung-Duong Nguyen, Quang-Thai Ho, Nguyen-Quoc-Khanh Le, Van-Dinh Phan, Yu-Yen Ou
Use Chou's 5-Steps Rule With Different Word Embedding Types to Boost Performance of Electron Transport Protein Prediction Model. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (2) (2022)
Quang-Hien Kha, Quang-Thai Ho, Nguyen-Quoc-Khanh Le
Identifying SNARE Proteins Using an Alignment-Free Method Based on Multiscan Convolutional Neural Network and PSSM Profiles. J. Chem. Inf. Model. 62 (19) (2022)
Syed Muazzam Ali Shah, Semmy Wellem Taju, Quang-Thai Ho, Trinh-Trung-Duong Nguyen, Yu-Yen Ou
GT-Finder: Classify the family of glucose transporters with pre-trained BERT language models. Comput. Biol. Medicine 131 (2021)
Nguyen-Quoc-Khanh Le, Quang-Thai Ho, Trinh-Trung-Duong Nguyen, Yu-Yen Ou
A transformer architecture based on BERT and 2D convolutional neural network to identify DNA enhancers from sequence information. Briefings Bioinform. 22 (5) (2021)
Quang-Thai Ho, Trinh-Trung-Duong Nguyen, Nguyen-Quoc-Khanh Le, Yu-Yen Ou
FAD-BERT: Improved prediction of FAD binding sites using pre-training of deep bidirectional transformers. Comput. Biol. Medicine 131 (2021)
Nguyen-Quoc-Khanh Le, Quang-Thai Ho, Edward Kien Yee Yapp, Yu-Yen Ou, Hui-Yuan Yeh
DeepETC: A deep convolutional neural network architecture for investigating and classifying electron transport chain's complexes. Neurocomputing 375 (2020)
Nguyen-Quoc-Khanh Le, Quang-Thai Ho, Yu-Yen Ou
Using two-dimensional convolutional neural networks for identifying GTP binding sites in Rab proteins. J. Bioinform. Comput. Biol. 17 (1) (2019)
Nguyen-Quoc-Khanh Le, Quang-Thai Ho, Yu-Yen Ou
Incorporating deep learning with convolutional neural networks and position specific scoring matrices for identifying electron transport proteins. J. Comput. Chem. 38 (23) (2017)