Nguyen Hong Quang

Associate Professor, Department Of Computer Engineering

Ph.D. (Information Technology, Avignon University, France, 2008)
M.S. (Hanoi University of Science and Technology, 2003)
B.S. (Hanoi University of Science and Technology, 2000)

Email: quangnh@soict.hust.edu.vn,  quang.nguyenhong@hust.edu.vn
Web: https://users.soict.hust.edu.vn/quangnh/

• Machine Learning
• Bioinformatics and Computational Biology
• Deep Learning
• Signal processing

• Medical Image Analysis
• Health data sciences and informatics
• Bioinformatics
• Drug Discovery
• Machine Learning and Deep Learning

Nguyen Hong Quang is a Lecturer of Computer Engineering department at the School of Information and Communication Technology, Hanoi University of Science and Technology. He received his Ph.D in computer information in 2008 from Avignon University, France. His current research interests include signal processing, machine learning, deep learning and applying to bioinformatics. Nguyen Hong Quang has published over 80 research articles in national and international journals and conference proceedings.

• Quang H. Nguyen, Hoang H. Ngo, Thanh-Hoang Nguyen-Vo, Trang T.T. Do, Susanto Rahardja and Binh P. Nguyen, “eMICAntiKP: Estimating Minimum Inhibitory Concentrations of Antibiotics towards Klebsiella Pneumoniae using Deep Learning”, Computational and Structural Biotechnology Journal, Volume 21, Pages 751-757, 2023.
• Quang H. Nguyen, Hoang V. Tran, Binh P. Nguyen, and Trang T. T. Do, “Identifying Transcription Factors That Prefer Binding to Methylated DNA Using Reduced G-Gap Dipeptide Composition”, 7 (36), 32322-32330, ACS Omega 2022.
• Tran V. Hoang and Quang H. Nguyen, “iAnt: Combination of Convolutional Neural Network and Random Forest Models Using PSSM and BERT Features to Identify Antioxidant Proteins”, pp. 184 – 195, Current Bioinformatics, 2022.
• Quang H. Nguyen, Binh P. Nguyen, Minh T. Nguyen, Matthew C. H. Chua, Trang T. T. Do, Nhung Nghiem, “Bone age assessment and sex determination using transfer learning”, pp. 1-11, Expert Systems with Applications, ISSN: 0957-4174, Volume 200, 2022.
• Quang H. Nguyen, Binh P. Nguyen, Trung B. Nguyen, Trang T. T. Do, James F. Mbinta, Colin R. Simpson, “Stacking Segment-based CNN with SVM for Recognition of Atrial Fibrillation from Single-lead ECG Recordings”, Biomedical Signal Processing and Control, Elservier, Volume 68, 2021.
• Thanh-Hoang Nguyen-Vo, Quang H. Nguyen, Trang T.T. Do, Thien-Ngan Nguyen, Susanto Rahardja, Binh P. Nguyen, “iPseU-NCP, Identifying RNA pseudouridine sites using random forest and NCP-encoded features”, BMC Genomics volume 20, Supplement 10, 2019.
• Binh P. Nguyen, Quang H. Nguyen, Giang-Nam Doan-Ngoc, Thanh-Hoang Nguyen-Vo, Susanto Rahardja, “iProDNA-CapsNet: identifying protein-DNA binding residues using capsule neural networks”, BMC Bioinformatics, Article number: 634, Volume 20 Supplement 23, 2019.
• Quang H. Nguyen, Thanh-Hoang Nguyen-Vo, Nguyen Quoc Khanh Le, Trang T.T. Do, Susanto Rahardja, Binh P. Nguyen. “iEnhancer-ECNN: identifying enhancers and their strength using ensembles of convolutional neural networks”. BMC Genomics, Volume 20 Supplement 9, 2019.

• IT1110: Introduction to Information Technology
• IT4172: Signal Processing
• IT3220: C Programming Introduction
• IT4431: Bioinformatics
• IT4785: Android Programming