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2020 – today
- 2022
[j8]Trinh-Trung-Duong Nguyen
, The-Anh Tran, Nguyen-Quoc-Khanh Le, Dinh-Minh Pham, Yu-Yen Ou:
An Extensive Examination of Discovering 5-Methylcytosine Sites in Genome-Wide DNA Promoters Using Machine Learning Based Approaches. IEEE ACM Trans. Comput. Biol. Bioinform. 19(1): 87-94 (2022)- [j7]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): 1235-1244 (2022) - [c1]Duc-Khanh Nguyen, Dun-Hao Chang, Thi-ngoc Nguyen, Trinh-Trung-Duong Nguyen, Chien-Lung Chan:
A Deep Learning Model for Wound Size Measurement Using Fingernails. ICMHI 2022: 141-146 - 2021
- [j6]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) - [j5]Trinh-Trung-Duong Nguyen, Duc-Khanh Nguyen, Yu-Yen Ou:
Addressing data imbalance problems in ligand-binding site prediction using a variational autoencoder and a convolutional neural network. Briefings Bioinform. 22(6) (2021) - [j4]Trinh-Trung-Duong Nguyen, Nguyen-Quoc-Khanh Le, The-Anh Tran, Dinh-Minh Pham, Yu-Yen Ou:
Incorporating a transfer learning technique with amino acid embeddings to efficiently predict N-linked glycosylation sites in ion channels. Comput. Biol. Medicine 130: 104212 (2021) - [j3]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: 104258 (2021) - [j2]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: 104259 (2021)
2010 – 2019
- 2018
- [j1]Semmy Wellem Taju, Trinh-Trung-Duong Nguyen, Nguyen-Quoc-Khanh Le, Rosdyana Mangir Irawan Kusuma, Yu-Yen Ou:
DeepEfflux: a 2D convolutional neural network model for identifying families of efflux proteins in transporters. Bioinform. 34(18): 3111-3117 (2018)
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