MSc. Minh-Thao Phan-Nguyen
MSc. Minh-Thao Phan-NguyenPhD student at National Yang Ming Chiao Tung University, Taiwanpnmthao@ctu.edu.vn
Vietnamese name: Thạc sĩ Phan Nguyễn Minh Thảo
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.
Short bio:
- PhD student at National Yang Ming Chiao Tung University, Taiwan.
- Master in Electrical Engineering and Computer Science (2022 - 2024), National Yang Ming Chiao Tung University, Taiwan.
- BSc. in Information Systems (2016 - 2021). Can Tho University, Vietnam.
Research profiles: Google scholar , ORCID

Teaching subjects

  • Database
  • Semantic web
  • Data analytics

Research topics

  • Deep Learning and Machine Learning
  • Data Mining
  • Recommender systems
  • Medical Image Processing

Research projects

  1. 11/2023 - present. Disease Risk Prediction: Establishing a Prediction Platform using Deep Learning Techniques from Big Data of Electronic Health Records. Far Eastern Memorial Hospital andNational Yang Ming Chiao Tung University, Taiwan. Project Member.
  2. 06/2020 - 12/2020. Practice Management Information System Integrating Attendance With Face Recognition. Can Tho University. Project Member.

International Conferences, Journals, Book chapters

  1. Ding, J. E., Thao, P. N. M., Peng, W. C., Wang, J. Z., Chug, C. C., Hsieh, M. C., ... & Hung, F. M. (2024). Large language multimodal models for new-onset type 2 diabetes prediction using five-year cohort electronic health records. Scientific Reports, 14(1), 20774. https://doi.org/10.1038/s41598-024-71020-2
  2. Phan Nguyen Minh Thao, Cong-Tinh Dao, Chenwei Wu, Jian-Zhe Wang, Shun Liu, Jun-En Ding, David Restrepo, Feng Liu, Fang-Ming Hung, and Wen-Chih Peng. (2024). MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models. In Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM '24). Association for Computing Machinery, New York, NY, USA, 3974–3978. https://doi.org/10.1145/3627673.3679962
  3. Nguyen Minh Thao Phan, Ling Chen, Chun-Hung Chen, and Wen-Chih Peng. (2024). FastRx: Exploring Fastformer and Memory-Augmented Graph Neural Networks for Personalized Medication Recommendations. ACM Trans. on Intelligent Systems and Technology. https://doi.org/10.1145/3696111
  4. Phan, T. M. N., Dao, C. T., Phan, T. T., & Nguyen, H. T. (2023). SDCANet: Enhancing Symptoms-Driven Disease Prediction with CNN-Attention Networks. In International Conference on Intelligent Systems and Data Science (pp. 15-30). Singapore: Springer Nature Singapore. https://link.springer.com/chapter/10.1007/978-981-99-7649-2_2
  5. Nguyen, H. T., Dao, T. C., Phan, T. M. N., & Phan, T. T. (2022). Fake face detection in video using shallow deep learning architectures. International Journal of Intelligent Systems Technologies and Applications, 20(6), 469-486.  https://dl.acm.org/doi/abs/10.1504/ijista.2022.128528
  6. Phan, T. M. N., & Nguyen, H. T. (2021). Clinical Decision Support Systems for Pneumonia Diagnosis Using Gradient-Weighted Class Activation Mapping and Convolutional Neural Networks. In Soft Computing: Biomedical and Related Applications (pp. 81-92). Cham: Springer International Publishing. https://link.springer.com/chapter/10.1007/978-3-030-76620-7_7
  7. Nguyen, H. T., Nguyen, C. N. T., Phan, T. M. N., & Dao, T. C. (2021). Pleural Effusion Diagnosis using Local Interpretable Model-agnostic Explanations and Convolutional Neural Network. IEIE Transactions on Smart Processing & Computing, 10(2), 101-108. https://doi.org/10.5573/IEIESPC.2021.10.2.101
  8. Nguyen, H. T., Phan, T. T., Dao, T. C., Phan, T. M. N., Ta, P. V. D., Nguyen, C. N. T., ... & Huynh, H. X. (2021). Gene Family Abundance Visualization based on Feature Selection Combined Deep Learning to Improve Disease Diagnosis. Journal of Engineering & Technological Sciences, 53(1). https://doi.org/10.5614/j.eng.technol.sci.2021.53.1.9
  9. Nguyen, T. H., Phan, T. T., Dao, C. T., Ta, D. V. P., Nguyen, T. N. C., Phan, N. M. T., & Pham, H. N. (2021). Effective disease prediction on gene family abundance using feature selection and binning approach. In IT Convergence and Security: Proceedings of ICITCS 2020 (pp. 19-28). Springer Singapore. https://link.springer.com/chapter/10.1007/978-981-15-9354-3_2
  10. Nguyen, T. H., Dao, C. T., Phan, N. M. T., Nguyen, T. N. C., Phan, T. T., & Pham, H. N. (2020). Automatic Attendance System Based on Face Recognition Using HOG Features and Cosine Distance. In Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications: 7th International Conference, FDSE 2020, Quy Nhon, Vietnam, November 25–27, 2020, Proceedings 7 (pp. 130-148). Springer Singapore. https://link.springer.com/chapter/10.1007/978-981-33-4370-2_10
  11. Tai, P. T., Phuc, T. D. V., Thao, P. N. M., Cham, N. T. N., Tinh, D. C., Ngoc, P. H., & Hai, 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://tckh.dlu.edu.vn/index.php/tckhdhdl/article/view/646

Grants and Awards

  • National Science and Technology Council Graduate Research Fellowship(NSTC-GRF) for PhD Degree, 09/2024-09/2027
  • MOE Taiwan Scholarship for Master’s Degree, 02/2022-01/2024
  • Odon Vallet Fellowship 2020
  • Excellent Female Student Award in the field of Science and Technology2020 by Vietnam Ministry of Science and Technology
  • Research Award (the 2nd prize), Taiwan Experience Education Program (TEEP)at Yuan Ze University, Taiwan, 2019
  • Microsoft YouthSpark Scholarship 2018
  • BSc Scholarships by Can Tho University, 2016-2020
  • Student Exchange Scholarship at National Kaohsiung University of Science and Technology (Taiwan, 2017), King Mongkut’s University of Technology North Bangkok (Thailand, 2018), Yuan Ze University (Taiwan, 2019) and Kyoto Institute of Technology (Japan, 2019)