Author

Trong-Nghia Nguyen

Observed names: Nghia Trong Nguyen, T.M.H. Nguyen, Trong Nghia Nguyen

Institutions: National Economics University, Trường Đại học Khoa học và Công nghệ Hà Nội, Hanoi University of Science and Technology

Observed institutions: Chonnam National University, National Economics University, University of Labor and Social Affairs, Trường Đại học Khoa học và Công nghệ Hà Nội, Hanoi University of Science and Technology

ORCID: 0000-0003-1888-0117

Observed ORCID: 0000-0003-1888-0117

OpenAlex ID: A5066655828

Explainable Deep Contrastive Federated Learning System for Early Prediction of Clinical Status in Intensive Care Unit

2024 · Trong-Nghia Nguyen, Hyung-Jeong Yang, et al. · IEEE Access · 18

Ensemble Spatial and Temporal Vision Transformer for Action Units Detection

2023 · Ngoc Tu Vu, Van Thong Huynh, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 7

Temporal variational autoencoder model for in-hospital clinical emergency prediction

2024 · Trong-Nghia Nguyen, Soo-Hyung Kim, et al. · Biomedical Signal Processing and Control · 6

A TabNet - Based System for Water Quality Prediction in Aquaculture

2022 · Trong-Nghia Nguyen, Soo Hyung Kim, et al. · Korean Institute of Smart Media · 6

Dual-stream transformer approach for pain assessment using visual-physiological data modeling

2025 · Minh-Duc Nguyen, Hyung-Jeong Yang, et al. · PeerJ Computer Science · 3

Multigradient Siamese Temporal Model for the Prediction of Clinical Events in Rapid Response Systems

2024 · Trong-Nghia Nguyen, Soo-Hyung Kim, et al. · IEEE Intelligent Systems · 2

Multi-Type Clinical Interaction Modeling for Identifying Factors Associated with Cardiovascular Disease in Obstructive Sleep Apnea via an Interpretable Heterogeneous Graph Transformer

2026 · Thanh-Cong Do, Hyung-Jeong Yang, et al. · Healthcare

Reaction mechanism and kinetics of n- and t-butanol with the formyl radical HCO: Site-specific hydrogen abstraction

2026 · Tran Quoc Viet, Hoan Tho Pham, et al. · Journal of Molecular Modeling

Band2CleanFormer: Integrating band-specific processing and inter-band attention for robust EEG denoising

2026 · Battulga Ulziisaikhan, Trong-Nghia Nguyen, et al. · Biomedical Signal Processing and Control

A Cross-Attention Survival Network for Early Warning of Acute Clinical Deterioration from Vital-Sign Trajectories

2026 · Nghia Trong Nguyen, Soo-Hyung Kim, et al. · SSRN Electronic Journal

Problems Posed to Ensure the Quality of Life of Workers in the Industrial Parks of Ba Ria – Vung Tau

2024 · T.M.H. Nguyen, T.T. Do, et al. · Scientific Research of the SCO Countries: Synergy and Integration

Works count: 11

Citation count: 42

H-index: 4

I10-index: 1