The-Chuong Trinh

The-Chuong Trinh

Pharmacist and Master's degree holder in BioHealth Engineering with expertise in applying Machine Learning/Deep Learning methodologies to Computer-Aided Drug Discovery, Cheminformatics, and Bioinformatics.

Publications

A graph neural network model enables accurate prediction of Anaplastic lymphoma kinase inhibitors compared to other machine learning models

Published in 15th International Conference on Knowledge and Systems Engineering (KSE), 2023

Anaplastic lymphoma kinase (ALK), a tyrosine kinase receptor, is defined as an important target in the development of anticancer drugs for non-small cell lung cancer…

Recommended citation: T. -C. Trinh et al., "A Graph Neural Network Model Enables Accurate Prediction of Anaplastic Lymphoma Kinase Inhibitors Compared to Other Machine Learning Models," 2023 15th International Conference on Knowledge and Systems Engineering (KSE), Hanoi, Vietnam, 2023, pp. 1-6, doi: 10.1109/KSE59128.2023.10299477. https://ieeexplore.ieee.org/abstract/document/10299477

Application of machine learning in virtual screening of HIV integrase inhibitors

Published in Vietnamese Pharmacy Journal, 2022

Applications of machine learning in drug design is an emerging and fast-growing field of research. In silico models allow the speeding up of drug discovery and developments…

Recommended citation: Tieu Long Phan, Xuan Truc Tran Dinh, The Chuong Trinh, Hoang Son Le Lai, Ngoc Tuyen Truong (2022). Application of machine learning in virtual screening of HIV integrase inhibitors - Vietnamese Pharmacy Journal, 506, 21-25.