MSc. Huynh-Ngoc Pham
MSc. Huynh-Ngoc PhamTeaching Assistantphngoc@ctu.edu.vn
Vietnamese name: Thạc sĩ Phạm Huỳnh Ngọc
Faculty of Information Systems
College of Information and Communication Technology, Can Tho University, Viet Nam
Address: 3/2 str., Ninh Kieu dist., Can Tho city, Vietnam. Tel: +84 7103 831301.
Research profiles: Google Scholar

International Conferences, Journals, Book chapters

  1. Hai Thanh Nguyen, Nguyen Nhat Truong, Linh Thuy Thi Pham and Ngoc Huynh Pham. "An Approach using Skeleton-based Representations and Neural Networks for Yoga Pose Recognition" Applied Computer Systems, vol. 30, no. 1, Riga Technical University, 2025, pp. 75-84. https://doi.org/10.2478/acss-2025-0009
  2. Pham, N.H., Hoa, N.H., Thai-Nghe, N. (2025). Enhanced Bone Fracture Diagnosis Using Threshold-Based Bone Extraction. In: Nghia, P.T., Thai, V.D., Thuy, N.T., Huynh, VN., Van Huan, N. (eds) Advances in Information and Communication Technology. ICTA 2024. Lecture Notes in Networks and Systems, vol 1205. Springer, Cham. https://doi.org/10.1007/978-3-031-80943-9_84
  3. Hai Thanh Nguyen, Tham Hong Thuy Nguyen, Binh Hoa Tran, Tuyet Ngoc Huynh, Thai T. Vo Nguyen, Ngoc Huynh Pham & Linh T. T. Pham. (2025). Gold Price Analysis Based on Machine Learning. In: Barolli, L., Enokido, T., Woungang, I. (eds) Complex, Intelligent and Software Intensive Systems. CISIS 2025. Lecture Notes on Data Engineering and Communications Technologies, vol 260. Springer, Cham. https://doi.org/10.1007/978-3-031-96099-4_10
  4. Nguyen, H.T., Nguyen, D.T., Huynh, T.N., Nguyen, T.T.V., Pham, N.H. (2025). Cheating Detection in E-Exams for Internet Service-Based Courses Using Mediapipe and Long Short-Term Memory Network. In: Barolli, L., Chen, HC., Yim, K. (eds) Innovative Mobile and Internet Services in Ubiquitous Computing. IMIS 2025. Lecture Notes on Data Engineering and Communications Technologies, vol 259. Springer, Cham. https://doi.org/10.1007/978-3-031-96093-2_7
  5. Nguyen, H.T., Huynh, T.N., Phan, T.T., Huynh, H.T., Nguyen, K.V., Pham, N.H. (2024). Interpreting Results of VGG-16 for COVID-19 Diagnosis on CT Images. In: Nguyen, N.T., et al. Computational Collective Intelligence. ICCCI 2024. Lecture Notes in Computer Science(), vol 14810. Springer, Cham. https://doi.org/10.1007/978-3-031-70816-9_11
  6. Nguyen, H. T., Nguyen, D. T., Tran, T. T., & Pham, N. H. (2024). A combination between transfer learning models and UNet++ for COVID-19 diagnosis. Multimedia Tools and Applications, 1-30. https://doi.org/10.1007/s11042-024-20392-8
  7. Nguyen, Hai Thanh, Duc Huynh Vo, Ngoc Huynh Pham, and Linh Thuy Thi Pham. "Approaches for lyrics song seeking: a case study for Vietnamese song." International Journal of Information Technology 16, no. 8 (2024): 5023-5031. https://doi.org/10.1007/s41870-024-02007-5
  8. Hai Thanh Nguyen, Trang Huyen Phan, Linh Thuy Thi Pham & Ngoc Huynh Pham. Clustering-based visualizations for diagnosing diseases on metagenomic data. SIViP 18, 5685–5699 (2024). https://doi.org/10.1007/s11760-024-03264-4
  9. Pham, N.H., Nguyen, H.T. (2023). Diabetic Retinopathy Diagnosis Leveraging Densely Connected Convolutional Networks and Explanation Technique. In: Dao, NN., Thinh, T.N., Nguyen, N.T. (eds) Intelligence of Things: Technologies and Applications. ICIT 2023. Lecture Notes on Data Engineering and Communications Technologies, vol 188. Springer, Cham. https://doi.org/10.1007/978-3-031-46749-3_11
  10. Pham, N.H., Nguyen, H.T., Phan, T.T. (2023). Shallow Convolutional Neural Network Configurations for Skin Disease Diagnosis. In: Dao, NN., Thinh, T.N., Nguyen, N.T. (eds) Intelligence of Things: Technologies and Applications. ICIT 2023. Lecture Notes on Data Engineering and Communications Technologies, vol 187. Springer, Cham. https://doi.org/10.1007/978-3-031-46573-4_34
  11. Nguyen, H.T., Dang Le, K.D., Pham, N.H. et al. Deep bidirectional LSTM for disease classification supporting hospital admission based on pre-diagnosis: a case study in Vietnam. Int. j. inf. tecnol. 15, 2677–2685 (2023). https://doi.org/10.1007/s41870-023-01283-x
  12. Tran, A.C., Tai, T.M., Huy, P.L.N., Pham, N.H. (2024). Blockchain-Based Platform for IoT Sensor Data Management. In: Thai-Nghe, N., Do, TN., Haddawy, P. (eds) Intelligent Systems and Data Science. ISDS 2023. Communications in Computer and Information Science, vol 1949. Springer, Singapore. https://doi.org/10.1007/978-981-99-7649-2_11
  13. Hai Thanh Nguyen, Tai Tan Phan, Tinh Cong Dao, Thao Minh Nguyen Phan, Phuc Vinh Dang Ta, Cham Ngoc Thi Nguyen, Ngoc Huynh Pham, Hiep Xuan Huynh. Gene Family Abundance Visualization based on Feature Selection Combined Deep Learning to Improve Disease Diagnosis. Journal of Engineering and Technological Sciences. ISSN: 2337-5779. Vol. 53 Issue 1, pp 99-115. 2021. DOI: https://doi.org/10.5614/j.eng.technol.sci.2021.53.1.9
  14. Thanh-Hai Nguyen, Tan-Tai Phan, Cong-Tinh Dao, Dang-Vinh-Phuc Ta, Thi-Ngoc-Cham Nguyen, Nguyen-Minh-Thao Phan & Huynh-Ngoc Pham . (2021). Effective Disease Prediction on Gene Family Abundance Using Feature Selection and Binning Approach. In: Kim, H., Kim, K.J. (eds) IT Convergence and Security. Lecture Notes in Electrical Engineering, vol 712. Springer, Singapore. https://doi.org/10.1007/978-981-15-9354-3_2
  15. Nguyen, TH., Dao, CT., Phan, NMT., Nguyen, TNC., Phan, TT., Pham, HN. (2020). Automatic Attendance System Based on Face Recognition Using HOG Features and Cosine Distance. In: Dang, T.K., Küng, J., Takizawa, M., Chung, T.M. (eds) Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications. FDSE 2020. Communications in Computer and Information Science, vol 1306. Springer, Singapore. https://doi.org/10.1007/978-981-33-4370-2_10

National journals and conference papers

  1. Tài, P. T., Phúc, T. Đặng V., Thảo, P. N. M., Chăm, N. T. N., Tính, Đào C., Ngọc, P. H., & Hải, N. T. (2020). EVALUATION OF ASSISTANCE TOOLS FOR DIAGNOSIS OF DISEASES BY APPROACHING TO PERSONALIZED MEDICINE ON METAGENOMIC DATA. Dalat University Journal of Science, 10(2), 117-144. https://doi.org/10.37569/DalatUniversity.10.2.646(2020)