Full name: NGUYỄN NGỌC MỸ
(Chinese: 阮玉美, Japanese: グエン ゴク ミ)
Pen name: My N. Nguyen
ORCID: https://orcid.org/0000-0002-7655-8903
Languages : Vietnamese (native), English (business), Chinese (conversational), Japanese (basic)
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Fields of Interests
Fields of Interests
Machine Learning and its Applications
Computer Vision for Medical and Industrial Images
Bioinformatics
Background
Background
From 2025/4 - Researcher
Nagoya Institute of Technology, Japan
2024/11 - 2024/12 - Visiting Scholar
Ming Chi University of Technology, Taiwan
2024/9 - PhD. in Engineering Design
Kyoto Institute of Technology, Japan
Research field: Medical Image Processing and Recognition
2015 - MSc. in Electrical Engineering and Computer Science
National Chiao Tung University, Taiwan
Research field: Machine Learning Technique for Human Gaiting Recognition
2010 - B.Eng. in Information Technology
Can Tho University, Vietnam
Skills
Skills
COMPUTER VISION: OpenCV, YOLO
MACHINE LEARNING: Python (pytorch, scikit-learn), MATLAB
BACK END: Python, C++, NodeJS, PHP (Zend), Java
FRONT END: Python (Tkinter), JavaScript, HTML, CSS, C#, Qt
DATABASE: MySQL, SQL Server, PosgreSQL, Oracle
MISCELLANOUS: Processing of medical images (ultrasound, MRI, CT, X-ray), Image editing (Photoshop, GIMP), Video editing (Premiere)
Publications
Publications
Peer-reviewed International Journals
[1] Nguyen, M.N., Harada, K., Yoshimoto T., Duong, N. P., Sowa, Y., Sakai, K., Fukuzawa, M.: Integrated dataset-preparation system for ML-based medical image diagnosis with high clinical applicability in various modalities and diagnoses. SN Computer Science. 5, 676 (2024). https://doi.org/10.1007/s42979-024-03025-7.
[2] Nguyen, M.N., Kitsunezuka, Y., Kawamidori, R., Fukuzawa, M.: Discrimination of Probe-Stabilized Scene from Neonatal Cranial Ultrasonic Movies by Supervised Learning for Selective Detection of Pulsatile Tissues. Medical Imaging and Information Sciences. 41(2), pp. 46-52 (2024). https://doi.org/10.11318/mii.41.46
[3] Nguyen, H.T., Nguyen, M.N., Pham, S.C. et al.: Abnormalities detection on chest radiograph with bounding box-based lungs extraction and object detection algorithm. International Journal of Information Technology. 16, pp. 2241-2251 (2024). https://doi.org/10.1007/s41870-023-01687-9.
[4] Nguyen, H.T., Nguyen, M.N., Nguyen, B.A., Nguyen, L.C., and Phung, L.D.: Recognition and 3D Visualization of Human Body Parts and Bone Areas Using CT Images. Applied Computer Systems. 28(1), pp. 66-77 (2023). https://doi.org/10.2478/acss-2023-0007.
[5] Nguyen, M.N., Nguyen, H.T.: Deep Learning Approaches to Human Gait Pattern Classification Based On MEMS Sensors. IEIE Transactions on Smart Processing & Computing. 9(4), pp. 284-292 (2020). https://doi.org/10.5573/IEIESPC.2020.9.4.284.
Peer-reviewed International Conference Papers
[1] Nguyen, M.N., Kawamidori, R., Kitsunezuka, Y., Fukuzawa, M.: Retrospective Analysis of a Large-Scale Archive of Ultrasonic Movies for Ischemic Diseases of Neonatal Brain. In: Thai-Nghe, N., Do, TN., Haddawy, P. (eds) Intelligent Systems and Data Science (ISDS). Communications in Computer and Information Science. 1949, pp. 55-64 (2024). Springer, Singapore. https://doi.org/10.1007/978-981-99-7649-2_5.
[2] Harada, K., Yoshimoto, T., Duong, N.P., Nguyen, M.N., Sowa, Y., Fukuzawa, M.: A New Integrated Medical-Image Processing System with High Clinical Applicability for Effective Dataset Preparation in ML-Based Diagnosis. In: Thai-Nghe, N., Do, TN., Haddawy, P. (eds) Intelligent Systems and Data Science (ISDS). Communications in Computer and Information Science. 1950, pp. 41-50 (2024). Springer, Singapore. https://doi.org/10.1007/978-981-99-7666-9_4.
[3] Nguyen, M.N., Bui, P.H.D., Nguyen, K.Q., and Nguyen, H.T.: Efficiency Evaluation of Hanning Window-based Filter on Human Skin Disease Diagnosis. In: Nguyen, T.D.L., Verdú, E., Le, A.N., Ganzha, M. (eds) Intelligent Systems and Networks (ICISN). Lecture Notes in Networks and Systems. 752, pp. 478-487 (2023). Springer, Singapore. https://doi.org/10.1007/978-981-99-4725-6_58.
[4] Nguyen., H.T., Nguyen, M.N., Duong, T.Q., and Bui, P.H.D.: Denoising with Median and Bilateral on CT images for Liver segmentation. 2022 RIVF International Conference on Computing and Communication Technologies (RIVF). pp. 59-64 (2022). Ho Chi Minh City, Vietnam. https://doi.org/10.1109/RIVF55975.2022.10013803.
[5] Nguyen, H.T., Nguyen, B.A., Nguyen, M.N., Truong, Q.D., Nguyen, L.C., Banh, T.T.N., and Phung, L.D.: Growing Self-Organizing Maps for Metagenomic Visualizations Supporting Disease Classification. In: Dang, T.K., Küng, J., Takizawa, M., Chung, T.M. (eds) Future Data and Security Engineering (FDSE). Lecture Notes in Computer Science. 12466, pp. 151-166. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-63924-2_9.
[6] Nguyen, M.N., Zao, J.K.K., and Nguyen, T.H.: Human Gait Patterns Classification based on MEMS Data using Unsupervised and Supervised Learning Algorithms. 2019 11th International Conference on Knowledge and Systems Engineering (KSE). pp. 1-5 (2019). Da Nang, Vietnam. https://doi.org/10.1109/KSE.2019.8919264.
Peer-reviewed National Conference Papers
[1] Nguyen, M.N., Nguyen, B.A., Phung, L.D., Banh, T.T.N., Bui, T.M., Vo, H.A., and Nguyen, H.T.: An Approach for Public Bike Sharing System within a Predefined Area. The 9th Conference on Information Technology and its Applications (CITA). pp. 106-113 (2020). ISBN: 978-604-84-5517-0. Da Nang, Vietnam.
[2] Nguyen, N.M., Phan, M.T.: Một giải pháp giám sát vị trí và quản lý vùng an toàn cho trẻ em với dịch vụ web kiểu REST (A solution for monitoring positions and managing safety zones to kids using RESTful web service). The 2017 Nationwide Conference on Information Technology. 2017. Can Tho, Vietnam.
Japanese Magazine
素輪善弘, Nguyen Ngoc My, and 福澤理行: 人工知能・機械学習を用いた乳房の整容性評価システム構築への挑戦 (The challenge of building a breast cosmetic evaluation system using artificial intelligence and machine learning). Perspective Essential Plastic Aesthetic Reconstructive Surgery (PEPARS). 166, pp. 27-34 (2020). ISSN 1349645X. Japan. http://id.ndl.go.jp/bib/030726732.
Featured Projects
Featured Projects
2015 - My N. Nguyen, John Kar-kin Zao, "Classification of Human Gaiting Patterns based on MEMS Accelerometer Data using Unsupervised and Supervised Learning Algorithms", Master thesis, National Chiao Tung University, Taiwan.
2014 - PET Lab, "Cerebra Web Portal for BCI Data Manipulation", Cooperation project between NCTU (Taiwan) and UCSD Swartz Center for Computational Neuroscience (USA), Role: develop web portal for managing BCI data repository using RESTful API.
2013 - Loc T.X. Pham, My N. Nguyen, Thuan M. Nguyen, "Information system for designing and managing forms", Provincial-level project of Can Tho City (Vietnam), Role: database and web developing.
2010 - Thang Q. Le, et al., "Portal for preventing pests in Mekong Delta", State-level project of Vietnam, Role: Datawarehouse and OLAP modules developping.
2010 - My N. Nguyen, Loc T.X. Pham, "Metadata-oriented software adopting IBM DB2 database for managing residence at a city", Bachelor thesis, Can Tho University, Vietnam.
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