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

Trong-Nghia Nguyen

Battulga Ulziisaikhan Trong-Nghia Nguyen Soo-Hyung Kim Band2CleanFormer: Integrating band-specific processing and inter-band attention for robust EEG denoising. 2026 109860 119 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2026.109860 db/journals/bspc/bspc119.html#UlziisaikhanNK26 streams/journals/bspc

Trong-Nghia Nguyen Soo-Hyung Kim Bo-Gun Kho Nhu-Tai Do Ngumimi Karen Iyortsuun Guee-Sang Lee Hyung-Jeong Yang Temporal variational autoencoder model for in-hospital clinical emergency prediction. 106975 2025 100 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2024.106975 db/journals/bspc/bspc100.html#NguyenKKDILY25 streams/journals/bspc

Minh-Duc Nguyen Hyung-Jeong Yang Duy-Phuong Dao Soo-Hyung Kim Seung-Won Kim Ji-Eun Shin Ngoc Anh Thi Nguyen Trong-Nghia Nguyen Dual-stream transformer approach for pain assessment using visual-physiological data modeling. e3158 2025 11 PeerJ Comput. Sci. https://doi.org/10.7717/peerj-cs.3158 db/journals/peerj-cs/peerj-cs11.html#NguyenYDKKSNN25 streams/journals/peerj-cs

Trong-Nghia Nguyen Hong-Hai Nguyen Ngoc Tu Vu Tuan Anh Tran 0001 Soo-Hyung Kim Bo-Gun Kho Van Thong Huynh MediFusion-Flex: An Adaptive Multimodal Deep Learning Framework for Clinical Deterioration Prediction in Emergency Medicine. 115-126 2025 MIWAI (3) https://doi.org/10.1007/978-981-95-4963-4_10 conf/miwai/2025-3 db/conf/miwai/miwai2025-3.html#NguyenNVTKKH25 streams/conf/miwai

Trong-Nghia Nguyen Hyung-Jeong Yang Bo-Gun Kho Sae-Ryung Kang Soo-Hyung Kim Explainable Deep Contrastive Federated Learning System for Early Prediction of Clinical Status in Intensive Care Unit. 117176-117202 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3447759 db/journals/access/access12.html#NguyenYKKK24 streams/journals/access

Trong-Nghia Nguyen Soo-Hyung Kim Bo-Gun Kho Hyung-Jeong Yang Multigradient Siamese Temporal Model for the Prediction of Clinical Events in Rapid Response Systems. 58-69 2024 November - December 39 IEEE Intell. Syst. 6 https://doi.org/10.1109/MIS.2024.3408290 db/journals/expert/expert39.html#NguyenKKY24 streams/journals/expert

Trong-Nghia Nguyen Ngoc-Sang Vo Dinh-Thuan Le Khuong Nguyen-An A Study on Deep Graph Neural Networks for Security Vulnerabilities Detection in Web Applications. 123-137 2024 FDSE (1) https://doi.org/10.1007/978-981-96-0434-0_9 conf/fdse/2024-1 db/conf/fdse/fdse2024-1.html#NguyenVLN24 Thuy-Binh Nguyen Trong-Nghia Nguyen Hong-Quan Nguyen 0003 Thi-Lan Le Thi Thanh Thuy Pham How feature fusion can help to improve multi-shot person re-identification performance? 1-6 2020 MAPR https://doi.org/10.1109/MAPR49794.2020.9237782 conf/mapr/2020 db/conf/mapr/mapr2020.html#NguyenNNLP20

Tan-Sy Nguyen Trong-Nghia Nguyen Quoc-Sang Tran Thai-Hoang Huynh Improvement of Ultrasound-Based Localization System Using Sine Wave Detector and CAN Network. 12 2017 6 J. Sens. Actuator Networks 3 https://doi.org/10.3390/jsan6030012 db/journals/jsan/jsan6.html#NguyenNTH17

Duy-Phuong Dao Nhu-Tai Do Thai-Hoang Huynh Van Thong Huynh Ngumimi Karen Iyortsuun Sae-Ryung Kang Bo-Gun Kho Seung-Won Kim Soo-Hyung Kim Dinh-Thuan Le Thi-Lan Le Gueesang LeeGuee-Sang Lee Hong Quan Nguyen 0003Hong-Quan Nguyen 0003 Hong-Hai Nguyen Minh-Duc Nguyen Ngoc Anh Thi Nguyen Tan-Sy Nguyen Thuy-Binh Nguyen Khuong Nguyen-An Thi Thanh Thuy Pham Ji-Eun Shin Quoc-Sang Tran Tuan Anh Tran 0001 Battulga Ulziisaikhan Ngoc-Sang Vo Ngoc Tu Vu Hyung Jeong YangHyung-Jeong Yang