PUBLICATIONS
International Journal
Ba-Viet Ngo, Thanh-Hai Nguyen, “Positioning an electric wheelchair in 2D grid map based on natural landmarks for navigation using Q-Learning,” Indonesian Journal of Electrical Engineering and Computer Science, vol. 31, pp. 115-125, 2023. (SCOPUS-Q3)
Ba-Viet Ngo, Thanh-Hai Nguyen, Chi-Cuong Vu, “Automatic Labeling of Natural Landmarks for Wheelchair Motion Planning,” Electronics, 12(14), pp.1-20, 2023. (SCIE_IF-2.4_Q2)
Chi Cuong Vu, Jooyong Kim, Thanh-Hai Nguyen, “Health Monitoring System from Pyralux Copper-Clad Laminate Film and Random Forest Algorithm,” Micromachines, 14(9), pp. 1-11, 2023. (SCIE_IF-3.4_Q2)
Thanh-Hai Nguyen, Ba-Viet Ngo, Thanh-Nghia Nguyen, Chi Cuong Vu “Flexible Pressure Sensors and Machine Learning Algorithms for Human Walking Phase Monitoring,” Micromachines, 14(7), pp. 1-11, 2023. (SCIE_IF-3.4_Q2)
Thanh-Nghia Nguyen, Thanh-Hai Nguyen, Ba-Viet Ngo “R peak determination using a WDFR algorithm and adaptive threshold,” Applied Computer Science, 18(3), 19-30, 9-2022. https://doi.org/10.35784/acs-2022-18. (SCOPUS-Q3)
Ba-Viet Ngo, Thanh-Hai Nguyen “A Semi-Automatic Wheelchair with Navigation Based on Virtual-Real 2D Grid Maps and EEG Signals,” Applied Sciences, Volume 12, Issue 17 (September-1 2022), pp. 8880, ISSN 2076-3417, published 5 October 2022. https://doi.org/10.3390/app12178880. (SCIE-2.838-Q2)
Thanh-Hai Nguyen*, Thanh-Nghia Nguyen and Ba-Viet Ngo “A VGG-19 Model with Transfer Learning and Image Segmentation for Classification of Tomato Leaf Disease,” AgriEngineering, 4(4), 871-887;DOI:10.3390/agriengineering4040056, 10-2022. ISSN: 2624-7402. (ESCI)
Thanh-Hai Nguyen, Ba-Viet Ngo “ROI-based features for classification of skin diseases using a multi-layer neural network,” Indonesian Journal of Electrical Engineering and Computer Science, Vol. 23, No. 1, pp. 216-228, July 2021, ISSN: 2502-4752, DOI: 10.11591/ijeecs.v23.i1. (SCOPUS-Q3)
Dang-Khoa Tran, Thanh-Hai Nguyen, Thanh-Nghia Nguyen, “Detection of EEG-Based Eye-Blinks Using A Thresholding Algorithm,” European Journal of Engineering and Technology Research, Vol 6, Issue 4, pp. 6-12, May 2021. ISSN: 2736-576X.
Ba-Viet Ngo, Thanh-Hai Nguyen, Duc-Dung Vo “An MICP Algorithm for 3D Map Reconstruction Based on 3D Cloud Information of Landmarks,” EJERS, European Journal of Engineering and Technology Research, Vol 6, Issue 3, pp. 130-138, April 2021. ISSN: 2736-576X
Thanh-Nghia Nguyen, Thanh-Hai Nguyen, "Deep Learning Framework with ECG Feature-Based Kernels for Heart Disease Classification," Elektronika Ir Elektrotechnika, Vol. 27, No. 1, pp. 48-59, Feb. 2021. (SCIE_IF-0.883)
Thanh-Nghia Nguyen, Thanh-Hai Nguyen, Van-Thuyen Ngo, “Artifact elimination in ECG signal using wavelet transform,” TELKOMNIKA Telecommunication, Computing, Electronics and Control, Vol. 18, No. 2, pp. 936~944, April 2020. (SCOPUS-Q3)
Thanh-Nghia Nguyen, Thanh-Hai Nguyen, Manh-Hung Nguyen, Salvatore Livatino, “Wavelet-Based Kernel Construction for Heart Disease Classification” Advanced in Electrical-Electronic Engineering (AEEE), Vol. 17, No. 3, pp. 306-319, 2019. (ISSN_online: 1804-3119) (ESCI)
Dung D. Vo, Duy T. Nguyen, Hai T. Nguyen, Viet B. Ngo, “Barcode Image Restoration for Recognition of Product Information” EJERS, European Journal of Engineering Research and Science, Vol. 4, No. 9, September 2019 (Download)
Thanh-Nghia Nguyen, Thanh-Hai Nguyen, Manh-Hung Nguyen, Salvatore Livatino, “Wavelet-Based Kernel Construction for Heart Disease Classification” Advanced in Electrical-Electronic Engineering (AEEE), Vol. 17, No. 3, pp. 306-319, 2019. (Download)
Manh-Hung Nguyen, Vu-Hoang Tran, Hai-Thanh Nguyen, Thanh-Nghia Nguyen, “ A Deep Learning Framework for Inter-Oatient ECG Classification,” IJCSNS International Journal of Computer Science and Network Security, Vol. 19, No. 1, pp. 74-84, 2019. (Download)
Viet B. Ngo, Hai Thanh Nguyen, “Dense Feature-based Landmark Identification for Mobile Platform Localization,” IJCSNS International Journal of Computer Science and Network Security, Vol. 18, No. 12, pp. 186-200, 2018. (Download)
Hai Thanh Nguyen, Viet B. Ngo, Hai T. Quach, “Optimization of Transformation Matrix for 3D Cloud Mapping Using Sensor Fusion,” American Journal of Signal Processing, Vol. 8, No. 1, pp. 9-19, 2018. (Download)
Cam Q T Thanh, Nguyen Thanh Hai “Trilinear Interpolation Algorithm for Reconstruction of 3D MRI Brain Image”, American Journal of Signal Processing, pp. 1-11, 2017. (Download)
Nguyen Thanh Hai, Trinh Hoai An “PCA-SVM Algorithm for Classification of Skeletal Data-Based Eigen Postures” American Journal of Biomedical Engineering, pp. 147-158, 2016. (Download)
N T Hai, P T Phu, N Q Cuong, N T. Tam, “A SVM Algorithm for Investigation of TriAccelerometer-Based Falling Data,” American Journal of Signal Processing, Vol. 6, No. 2, pp. 56-65, 2016. (Download)
Nguyen Thanh Hai, Nguyen Tan Nhu “Landmark-based Robot Localization Using a Stereo Webcam System”, American Journal of Signal processing, Vol. 5, No. 2, pp. 40-50, 2015. (Download)
Nguyen Thanh Hai “MLFNN Algorithm For Speech Classification In An Electrical Wheelchair Control For Disablec People” Tạp chí khoa học và Công Nghệ Đại Học Đà Nẵng, 9(94), pp. 23-27, 2015. (Download)
Nguyen Thanh Hai, “An Intersection Algorithm for Evaluation of fNIRS Active Channels for Human Brain Motor Area”, Tạp Chí Khoa Học và Công Nghệ Các Trường Đại Học Kỹ Thuật, Vol. 107c, K2, pp. 107-111, 2015. (Download)
Nguyen Thanh Hai, “Morphological Classification for Traffic Sign Recognition”, Electrical and Electronic Engineering, Vol. 4, No. 2, pp. 36-44, 2014. (Download)
Nguyen Thanh Hai, “Wavelet-based Image Fusion for Enhancement of ROI in CT Image”, Journal of Biomedical Engineering and Medical Imaging, 1(4), pp. 1-13, 2014. (Download)
Ha Xuan Nguyen, Nguen N. Tran, Nguyen Thanh Hai “Performance Analysis of Adaptive Decode-and Forward Relaying in Noncoherent Cooperative Networks, “EURASIP Journal on Wireless Communications Networking, 1(281), January, 2013. (Download)
Truong Ngoc Ha, Nguyen Thanh Hai, Ngo Quoc Cuong, “Average Partial Power Spectrum Density Approach to Feature Extraction for EEG-based Motor Imagery Classification” American Journal of Biomedical Engineering, Vol. 3, No. 6, 2013. (ISSN: 2163-1077). (Download)
Nguyen Thanh Hai, Nguyen Van Trung, Vo Van Toi, “Control of Electric Wheelchair by Eye Activities Using EEG Technique,” Vietnam Journal of Science & Technology Development, No. 3, 2013. (ISSN. 1859-0128). (Download)
Nguyen Thanh Hai, Ngo Quoc Cuong, Nguyen Viet Hung, “PR-SVM Algorithm for Recognition of Human Hand Tapping Using Functional Near-Infrared Spectroscopy,” Vietnam Journal of Science & Technology Development, No. 3, 2013. (ISSN. 1859-0128). (Download)
Nguyen Thanh Hai, Trung V. Nguyen, Toi V. Vo “Mean Threshold and ARNN Algorithms for Identification of Eye Commands in an EEG-Controlled Wheelchair,” Journal of Scientific Research on Engineering, 2013. (ISSN: 1947-394X). (Download)
Nguyen Thanh Hai, Ngo Quoc Cuong, Truong Quang Dang Khoa, Vo Van Toi “Temporal hemodynamic classification of two hands tapping using functional near—infrared spectroscopy”, Journal of Frontiers in Human Neuroscience, 7(516), Sep, 2013. (ISSN: 1662-5161) (Download)
Hai Thanh Nguyen, Hoa Van Nguyen, Khoa Quang Dang Truong, Toi Van Vo, “Analysis of Oxy-Hb Signals to Determine Relationship between Jaw Imbalance and Arm Strength Using fNIRS”, American Journal of Biomedical Engineering, 3(5): 107-118, June, 2013. (ISSN: 2163-1077). (Download)
Ngo Quoc Cuong, Thanh Hai Nguyen, Vo Văn Toi, “Recognition Algorithm for Developing a Brain- Computer Interface Using Functional Near Infrared Spectroscopy,” Journal of Engineering Technology and Education, Vol. 9, No. 5, Jan, 2013. (ISSN: 1813-3851). (Download)
Le Minh, Thanh Hai Nguyen, Tran Nghia Khanh, Vo Văn Toi, Ngo Van Thuyen, “Detection of Obstacle and Freespace in An Autonomous Wheelchair Using a Stereoscopic Camera System,” Journal of Engineering Technology and Education, Vol. 9, No. 5, Jan, 2013. (ISSN: 1813-3851). (Download)
Nguyen Thanh Hai, Nguyen Thanh Nghia, Ngo Van Thuyen, Vo Van Toi “Investigation on Area for Movement of Human Brain Using fNIRS Technology”, Tạp Chí Khoa Học và Công Nghệ Các Trường Đại Học Kỹ Thuật, Số 92, Trang 34-40, 2013. (ISSN. 0868-3980). (Download)
Khoa Truong Quang Dang, Hoa Le Minh, Hai Nguyen Thanh, and Toi Vo Van, “Analyzing surface EMG signals to determine relationship between jaw imbalance and arm strength loss,” Journal of Biomedical Engineering Online, Vol. 1, No. 1, 2012 (ISSN: 1475-925X). (Download)
Nguyen Thanh Hai, Duong Hoai Nghia, Lam Quang Chuyen, “Adaptive Sliding Mode Control for Building Structures Using Magnetorheological Dampers,” Vietnam Journal of Science & Technology Development, Vol. 14, No. k4, pp. 91-104, 2011. (ISSN. 1859-0128). (Download)
Thanh H. Nguyen, Hung T. Nguyen, “A Bayesian Recursive Algorithm for Freespace Estimation Using a Stereoscopic Camera System in an Autonomous Wheelchair,” American Journal of Biomedical Engineering, Vol. 1, No. 1, pp. 44-54, 12-2011. (ISSN: 2163-1077). (Download)
T. H. Nguyen, M. T. Nguyen, N. M. Kwok, Q. P. Ha, and B. Samali, “Magnetorheological Damper Semi-active Control for Civil Structures with Symmetric Quantized Sliding Mode Controllers”, Journal of Japan Society of Applied Electromagnetics and Mechanics Vol. 15, pp. 184-187, 2007. (ISSN:0919-4452). (Download)
N. M. Kwok, Q. P. Ha, T. H. Nguyen, J. Li and B. Samali, “A Novel Hysteretic Model for Magnetorheological Fluid Dampers and Parameter Identification Using Particle Swarm Optimization”, Journal of the Sensors and Actuators A, Vol. 123, Issue 2, No. 20, pp.441-451, 2006. (ISSN: 0924-4247). (Download)
Nguyen Thanh Hai, Duong Hoai Nghia, “Control of a PWM Rectifier Using Fuzzy Logic,” Journal of Science and Technology, No. 42+43, pp. 52-60, 2005. (ISSN. 0868-3980). (Download)
Conference Publications
N P Vien, Nguyen Thanh Hai, N. D. Dat, “DWT Algorithm for Iris Recognition,” BME7 in Vietnam, IFMBE Proceedings, Springer, Vol 69, pp 483-488, 2019. (Download)
D. V. Binh, N T Nghia, Nguyen Thanh Hai, N M Hung, “Design of Classifier for Electrocardiography classification,” BME7 in Vietnam, IFMBE Proceedings, Springer, Vol 69, pp 483-488, 2019. (Download)
N B Viet, Nguyen Thanh Hai, N V Thuyen, “Hands-free control of an electric wheelchair using face behaviors”, Proceedings of International Conference on System Science and Engineering (ICSSE), pp. 29-33, 2017. (Download)
L T M Thuy, N T Nghia, D V Binh, Nguyen Thanh Hai, N M Hung “Error-rate analysis for ECG classification in diversity scenario”, Proceedings of International Conference on System Science and Engineering (ICSSE), pp. 39-43, 2017. (Download)
P. N. H. Tra, Nguyen Thanh Hai, T T Mai, “Image Segmentation for Detection of Benign and Malignant Tumors”, Proceedings of IEEE 3rd International Conference on Biomedical Engineering, pp. 51-54, 2016. (Download)
Trinh Hoai An, Nguyen Thanh Hai, Truong Quang Phuc, Tran Thanh Mai, “Support Vector Machine algorithm for human fall recognition Kinect-Based skeletal data,” proceedings of the 2nd National Foundation for Science and Technology Development Conference on Information and Computer Science, pp. 202-207, 2015. (Download)
Thien Huynh-The, Hai Nguyen Thanh, Hung Tran Cong, “Traffic Sign Recognition using Multi-Class Morphological Detection”, Proceedings of the International Conference on Advanced Technologies for Communications (ATC14), pp. 274-279, Oct. 2014. (Download)
Hue T. Tran, Hai Thanh Nguyen, Hieu V. Phan, V. Van Toi, “An EEG-Controlled Wheelchair Using Eye Movements,” The 5th International Conference on the Development of Biomedical Engineering in Vietnam, 2014. (Download)
Dao V. Ha, Hai Thanh Nguyen, Cuong Q. Ngo, Mai T. Tran, Toi V. Vo, “fNIRS-Based Wavelet Thresholds for Motor Area Determination” The 5th International Conference on the Development of Biomedical Engineering in Vietnam, 2014. (Download)
Le Hoang Linh, Nguyen Thanh Hai, Ngo Van Thuyen, Tran Thanh Mai, and Vo Van Toi, “MFCC-DTW algorithms for Speech Recognition in an Intelligent Wheelchair,” The 5th International Conference on the Development of Biomedical Engineering in Vietnam, 2014. (Download)
Pham Ty Phu, Nguyen Thanh Hai, Nguyen Thanh Tam, “A Threshold Algorithm in a Fall Alert System for Elderly People,” The 5th International Conference on the Development of Biomedical Engineering in Vietnam, 2014. (Download)
Tran Thi Quynh Nhu, Nguyen Thanh Hai, Ngo Thanh Dong, Nguyen Tan Nhu, “Determining the Size of a Solid Tumor,” The 5th International Conference on the Development of Biomedical Engineering in Vietnam, 2014. (Download)
Cao Thu-Bui, Nguyen Thanh Hai “An Efficient Framework for Feature Extraction in a Multi-Lead ECG System”, the first NAFOSTED conference on Information and Computer Science, 2014. (Download)
Nguyen Thanh Hai “A Semi-Autonomous Wheelchair Using a Stereo Camera System and an Accelerometor Sensor” the first NAFOSTED conference on Information and Computer Science, 2014. (Download)
Van Hoa Nguyen, Minh Hoa Le, Thanh Hai Nguyen and Van Toi Vo “Recovering the contralateral arm strength loss caused by an induced jaw imbalance” The Fifth International Conference on Knowledge and Systems Engineering (KSE 2013), Vietnam, pp. 399-410, 2013. (ISSN: 2194-5357). (Download)
Hai Thanh Nguyen, Nguyen Trung, Vo Toi and Van-Su Tran “An autoregressive Neural Network for Recognition of Eye Commands in an EEG-Controlled Wheelchair” The 2013 International Conference on Advanced Technologies for Communications (ATC'13/IEEE), 6-11, 2013. (ISBN: 978-1-4799-1086-1 and ISSN: 2162-1020). (Download)
Ba Viet Ngo, Hai Thanh Nguyen and Nguyen Hung “Tracking Landmarks for Control of an Electric Wheelchair Using a Stereoscopic Camera System”, The 2013 International Conference on Advanced Technologies for Communications (ATC'13/IEEE), 12-17, 2013. (ISBN: 978-1-4799-1086-1 and ISSN: 2162-1020). (Download)
Vu Thanh An and Nguyen Thanh Hai “Enhancement of CT Image Using Image Fusion”, The 2013 International Conference on Advanced Technologies for Communications (ATC'13/IEEE), 134-139, 2013. (ISBN: 978-1-4799-1086-1 and ISSN: 2162-1020). (Download)
Trung Nguyen, Thanh Hai Nguyen, Tam T. Nguyen, Toi V. Vo, “ A Mean Threshold Algorithm for Detection of Human Eye Activities Using EEG Technique, ” the 2012 International Conference on Green Technology and Sustainable Development (GTSD2012), UTE, HCMC, Vietnam, pp. 555-560, 2012. (ISBN: 978-604-918-021-7). (Download)
Ngo Quoc Cuong, Thanh Hai Nguyen, Vo Văn Toi, “Recognition Algorithm for Developing a Brain- Computer Interface Using Functional Near Infrared Spectroscopy, ” the 2012 International Conference on Green Technology and Sustainable Development (GTSD2012), UTE, HCMC, Vietnam, pp. 577-582, 2012. (ISBN: 978-604-918-021-7). (Download)
Le Minh, Thanh Hai Nguyen, Tran Nghia Khanh, Vo Văn Toi, Ngo Van Thuyen, “Detection of Obstacle and Freespace in An Autonomous Wheelchair Using a Stereoscopic Camera System, ” the 2012 International Conference on Green Technology and Sustainable Development (GTSD2012), UTE, HCMC, Vietnam, pp. 561-567, 2012. (ISBN: 978-604-918-021-7). (Download)
Le Minh Hoa, Nguyen Van Hoa, Nguyen Thanh Hai, Truong Quang Dang Khoa and Vo Van Toi, “A Mathematical Model For The Recovery Of Arm Strength Loss Due To Jaw Evoked Imbalance,” the BME2012 Conference, IFMBE Proceedings, Vietnam, pp. 125-126, 2012. (ISSN:1680-0737). (Download)
Trung V. Nguyen, Thanh H. Nguyen, Khoa Q. D. Truong, Toi V. Vo, “A Mean Threshold Algorithm for Human Eye Blinking Detection Using EEG,” the BME2012 Conference, IFMBE Proceedings, Vietnam, Vol. 27, pp. 416-420, 2012. (ISSN:1680-0737). (Download)
Thanh N. Nguyen, Thanh H. Nguyen, Tam T. Nguyen, “Wavelet Coefficient Average Value for Prediction of Motor Control Area of Human Brain using fNIRS,” the BME2012 Conference, IFMBE Proceedings, Vietnam, Vol. 27, pp. 411-415, 2012. (ISSN:1680-0737). (Download)
Cuong Q. Ngo, Thanh H. Nguyen, Toi V. Vo, “Linear Regression Algorithm for Hand Tapping Recognition Infrared Spectroscopy,” the BME2012 Conference, IFMBE Proceedings, Vietnam, Vol. 27, pp. 421-426, 2012. (ISSN:1680-0737). (Download)
Thanh. H. Nguyen, Tuan T. Dao, Van T. Vo, “Determination of Human Brain-based Motor Control Signals Using a Decomposition Wavelet Algorithm and Multi-channel Functional Near-infrared Spectroscopy,” the 5th European IFMBE Conference, IFMBE Proceedings 37, Budapest, Hungary, pp. 1202–1205, 2011. (ISSN: 1680-0737). (Download)
Thanh. H. Nguyen, Voi V. Vo, “Wavelet-Based Brain Feature Determination Using Functional Near-Infrared Spectroscopy,” The 2011 Annual Meeting of BMES, USA, 2011. (Download)
Thanh. H. Nguyen, Kiet T. Vo, “Freespace Estimation in an Autonomous Wheelchair Using a Stereoscopic Camera System,” The 32nd IEEE EMBS Annual International Conference, Argentina, pp. 458-461, 2010. (ISSN:1557-170X). (Download)
Jordan. S. Nguyen, Thanh. H. Nguyen, Hung. T. Nguyen, Senior Member, IEEE, “Semi-autonomous Wheelchair System Using Stereoscopic Cameras,” The 31st IEEE EMBS Annual International Conference, USA, pp. 5068-5071, 2009. (ISSN:1557-170X). (Download)
Thanh. H. Nguyen, Jordan. S. Nguyen, Hung. T. Nguyen, Senior Member, IEEE, “Bayesian Recursive Algorithm for Width Estimation of Freespace for a Power Wheelchair Using Stereoscopic Cameras,” The 30th IEEE EMBS Annual International Conference, Canada, pp. 4234-4237, 2008. (ISSN:1557-170X). (Download)
Thanh. H. Nguyen, Jordan. S. Nguyen, Duc. M. Pham, Hung. T. Nguyen, Senior Member, IEEE, “Real-Time Obstacle Avoidance for an Autonomous Wheelchair Using Stereoscopic Cameras,” The 29th IEEE EMBS Annual International Conference, Lyon, France, pp. 4775-4778, 2007. (ISSN:1557-170X). (Download)
T. H. Nguyen, N. M. Kwok, Q. P. Ha, J. Li and B. Samali, “Adaptive Sliding Mode Control for Civil Structures Using Magnetorheological Dampers”, The International Symposium on Automation and Robotics in Construction, pp.636-641, 2006. (Download)
Proceedings
BME12_Springer_2012 (Download)
BME14_Springer_2014 (Download)
BME16_Springer_2016 (Download)
BME18_Springer_2018 (Download)
GDST_IEEE_2018 (Download)
IFMBE08 (Download)
EMBC2017 (Download)
EMBC2018 (Download)
KSE13_2013 (Download)
BME-HUST_IEEE_2016 (Download)
ICSSE17_IEEE_2017 (Download)
Book Chapters
Intel.Syst.Ref.Library, Vol. 165, : A Handbook of Internet of Things in Biomedical and Cyber Physical System, 978-3-030-23982-4, 479267_1_En_Chapter 6 and Chapter 9 (Download)
MRI Material (Download)