Trinh‐Trung‐Duong Nguyen

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 · 185 citations

Convolutional Neural Network, Engineering, Machine Learning +29

Identifying the molecular functions of electron transport proteins using radial basis function networks and biochemical properties

Nguyen Quoc Khanh Le, Trinh‐Trung‐Duong Nguyen, Yu‐Yen Ou · Journal of Molecular Graphics and Modelling · 2017 · 66 citations

Protein Function, Biochemistry, Natural Sciences +14

An interpretable deep learning model for classifying adaptor protein complexes from sequence information

Quang-Hien Kha, Thi-Oanh Tran, Trinh‐Trung‐Duong Nguyen et al. · Methods · 2022 · 59 citations

Bioinformatics, Interactomics, Structural Bioinformatics +13

FAD-BERT: Improved prediction of FAD binding sites using pre-training of deep bidirectional transformers

Quang‐Thai Ho, Trinh‐Trung‐Duong Nguyen, Nguyen Quoc Khanh Le et al. · Computers in Biology and Medicine · 2021 · 55 citations

Natural Language Processing, Large Ai Model, Llm Fine-tuning +8

A sequence-based prediction of Kruppel-like factors proteins using XGBoost and optimized features

Nguyen Quoc Khanh Le, Duyen Thi, Trinh‐Trung‐Duong Nguyen et al. · Gene · 2021 · 55 citations

Functional Genomics, Structural Bioinformatics, Medicine +12