Research Interests

• Machine learning and its applications

• Medical image processing

• Internet of Things

• Bioinformatics

Education

Now - PhD. student in Image Processing

Kyoto Institute of Technology, Japan.

2015 - MSc. in Electrical Engineering and Computer Science

National Chiao Tung University, Taiwan.

2010 - B.Eng. in Information Technology

Can Tho University, Vietnam.

Publication

Peer-reviewed International Journals

• 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.", Int. j. inf. tecnol. 2024. DOI: 10.1007/s41870-023-01687-9

• Nguyen, Hai Thanh, Nguyen, My N., Nguyen, Bang Anh, Nguyen, Linh Chi and Phung, Linh Duong. "Recognition and 3D Visualization of Human Body Parts and Bone Areas Using CT Images.", Applied Computer Systems. Volume 28, No. 1, 3923, pp. 66-77, 2023. DOI: 10.2478/acss-2023-0007.

• Hai Thanh Nguyen, Bang Anh Nguyen, My N. Nguyen, Quoc-Dinh Truong, Linh Chi Nguyen, Thao Thuy Ngoc Banh and Linh Duong Phung, "Growing Self-Organizing Maps for Metagenomic Visualizations Supporting Disease Classification.", FDSE, Book chapter in Future Data and Security Engineering, Lecture Notes in Computer Science book series (LNCS), 2020. DOI: 10.1007/978-3-030-63924-2_9. [SCOPUS Q2]

• My N. Nguyen, Hai Thanh Nguyen, "Deep Learning Approaches to Human Gait Pattern Classification Based On MEMS Sensors.", IEIE Transactions on Smart Processing & Computing. ISSN 2287-5255. 2020. Volume 9, No. 4, August 2020. DOI: 10.5573/IEIESPC.2020.9.4.284. [SCOPUS Q4]

Peer-reviewed International Conference Papers

• 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 2023. Communications in Computer and Information Science, vol 1949, pp. 55-64. Springer, Singapore, 2024. DOI: 10.1007/978-981-99-7649-2_5.

• 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 2023. Communications in Computer and Information Science, vol 1950, pp. 41-50. Springer, Singapore, 2024. DOI: 10.1007/978-981-99-7666-9_4.

• My N. Nguyen, Phuong H. D. Bui, Kiet Q. Nguyen, and Hai T. Nguyen, "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 2023. Lecture Notes in Networks and Systems, vol 752. Springer, Singapore, 2023. DOI:  10.1007/978-981-99-4725-6_58.

• Hai Thanh Nguyen, My N. Nguyen, Thich Quoc Duong and Phuong Ha Dang Bui, "Denoising with Median and Bilateral on CT images for Liver segmentation," 2022 RIVF International Conference on Computing and Communication Technologies, Ho Chi Minh City, Vietnam,  2022, pp. 59-64, DOI: 10.1109/RIVF55975.2022.10013803.

• My N. Nguyen, John Kar-Kin Zao and Thanh-Hai Nguyen, "Human Gait Patterns Classification based on MEMS Data using Unsupervised and Supervised Learning Algorithms," 2019 11th International Conference on Knowledge and Systems Engineering (KSE), Da Nang, Vietnam, 2019, pp. 1-5, DOI: 10.1109/KSE.2019.8919264.

Peer-reviewed National Conference Papers

• My N. Nguyen, Bang Anh Nguyen, Linh D. Phung, Thao Banh Ngoc Thuy, Tam Minh Bui, Hao Anh Vo, and Hai Thanh Nguyen, "An Approach for Public Bike Sharing System within a Predefined Area", The 9th Conference on Information Technology and Its Applications, Da Nang, Vietnam, November 2020. ISBN: 978-604-84-5517-0, Page 106-113. 

• Ngoc-My Nguyen, Minh-Tien Phan, "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, Can Tho, Vietnam, 2017.

Japanese Journal

• 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", PEPPARS.  ISSN: 1349-645X. Volume 166, Pages 27-34, Japan, 10/2020.

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, "Building the information system for demographics management of Can Tho City using metadata approach.", Bachelor thesis, Can Tho University, Vietnam.