OUR WORKS

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2025

35. Can, D. C., Dang, L. D., Tang, Q. H., Ly, D. M., Ha, H., Blanc, G., ... & Nguyen, B. T. (2025). VisTA: Vision-Text Alignment Model with Contrastive Learning using Multimodal Data for Evidence-Driven, Reliable, and Explainable Alzheimer's Disease Diagnosis. arXiv preprint arXiv:2502.01535.

34. Can, D. C., Tang, Q. H., Ha, H., Nguyen, B. T., & Chén, O. Y. (2025). REMEMBER: Retrieval-based Explainable Multimodal Evidence-guided Modeling for Brain Evaluation and Reasoning in Zero-and Few-shot Neurodegenerative Diagnosis. arXiv preprint arXiv:2504.09354.

33. Ngo, L., Le, A., Ho, K., Le, T., Nguyen, N., Nguyen, S., ... & Ha, H. (2025). Electroencephalogram (EEG) based automated detection of mental disorders using artificial intelligence processing pipelines. Neuroscience Research Notes, 8(2), 404-1.

32. Ma Thi, C., Nguyen The, H. A., Nguyen Minh, K., Vu Thanh, L., Nguyen Dinh, H., Huynh Thi, N. Y., ... & Le Hoang, T. L. (2025). UET175: EEG dataset of motor imagery tasks in Vietnamese stroke patients. Frontiers in Neuroscience, 19, 1580931.

2024

31. Nguyen, H. D., Huynh, T., Nguyen, M., Nguyen, H., Bui, L. C., Ta, T. M., ... & Ha, H. (2024). Comparing the Hippocampal Volume Between Patients with Alzheimer’s Disease and Healthy Controls: An MRI Analysis using the Harmonized Hippocampal Protocol. Brain Science Advances, 10(4), BSA-2024. 

30. Chu, L. H., Chau, C. Q., Kamel, N., Thanh, H. H. T., & Yahya, N. (2024). Functional excitation-inhibition ratio for social anxiety analysis and severity assessment. Frontiers in Psychiatry, 15, 1461290. 

29. Nguyen, Q. L., Nguyen, N. H. P., Le, A. P. H., Pham, B. H., Huynh, V. K., Cao, T. H. M., ... & Ha, H. T. T. (2024). Assessing the effect of the Trier social stress test (TSST) on psychological and physiological measurements of Vietnamese students. Vietnam Journal of Science, Technology and Engineering, 66(3), 105-113. 

28. Van Tran, L., Le, A. P. H., Le, T. T. M., Nguyen, M. T. T., Nguyen, Q. L., & Ha, H. T. T. (2024). Comparing the efficacy of online vs. offline methods in modulating emotional responses through mental stress tasks. Vietnam Journal of Science, Technology and Engineering, 66(2), 107-113. 

27. Nguyen, M., Pham, B., Vo, T., & Ha, H. (2024). Revealing the heterogeneity of plasma protein and cognitive decline trajectory among Mild Cognitive Impairment patients by clustering of brain atrophy features. Brain Multiphysics, 6, 100093. 

2023

26. Nguyen, K., Nguyen, M., Dang, K., Pham, B., Huynh, V., Vo, T., ... & Ha, H. (2023). Early Alzheimer? s disease diagnosis using an XG-Boost model applied to MRI images. Biomedical Research and Therapy, 10(9), 5896-5911.

25. Duong, H., Nguyen, T., Pham, D., Duong, K., Mieu, L., Nguyen, H., ... Ha, H. T. T. & Ngo, L. (2023, December). HosRev: A Comprehensive Aspect-Category Sentiment Analysis Dataset on Hospital Reviews in Vietnam. In 2023 1st International Conference on Health Science and Technology (ICHST) (pp. 1-6). IEEE.

24. Do, T. T., Van Tran, L., Le, T. A., Le, T. M. T., Duong, L. A. H., Nguyen, T. H., ... & Ha, H. T. T. (2023, December). Stress Prediction Using Machine-Learning Techniques on Physiological Signals. In 2023 1st International Conference on Health Science and Technology (ICHST) (pp. 1-7). IEEE.

23. Luu, T., Luu, T., Bui, T. T., Trieu, C., Truong, D., Hoang, N., ... & Ha, H. (2023, December). VHCor: Vietnamese Healthcare Corpus-A Comprehensive Dataset for Vietnamese Medical Department Recognition. In 2023 1st International Conference on Health Science and Technology (ICHST) (pp. 1-6). IEEE.

22. Cao, T. H. M., Le, A. P. H., Tran, T. T., Huynh, V. K., Pham, B. H., Le, T. M., ... & Ha, H. T. T. (2023). Plasma cell-free RNA profiling of Vietnamese Alzheimer's patients reveals a linkage with chronic inflammation and apoptosis: a pilot study. Frontiers in Molecular Neuroscience, 16.

21. Phan, T. N. M., Nguyen, H. T., Huynh, T. N. M., Nguyen, T. H., Tran, T. N. Y., & Ha, H. T. T. (2022, December). Development and Commercialization of a Brain Training App Targeting the Vietnamese Elderly. In International Conference on the Development of Biomedical Engineering in Vietnam (pp. 719-737). Cham: Springer Nature Switzerland.

22. Le, A. P. H., Nguyen, Q. L., Pham, B. H., Cao, T. H. M., Van Vo, T., Huynh, K., & Ha, H. T. T. (2023). SALAD: Syringe-based Arduino-operated Low-cost Antibody Dispenser. HardwareX, e00455.

21. Nguyen, T. T. Q., Hoang, C. B. D., Hoang Le, M. D., Anh Vo, N. T., Quang, H., Nguyen, C. M., ... & Thanh Huong Ha, T. (2023). Assessing cognitive decline in Vietnamese older adults using the Montreal Cognitive Assessment-Basic (MoCA-B) and Informant Questionnaire on Cognitive Decline in the Elderly (IQCODE) during the COVID-19 pandemic: a feasibility study. The Clinical Neuropsychologist, 1-19.

20. Nguyen, M. T. D., Xuan, N. Y. P., Pham, B. M., Do, H. T. M., Phan, T. N. M., Nguyen, Q. T. T., ... & Ha, H. T. T. (2023). Optimize temporal configuration for motor imagery-based multiclass performance and its relationship with subject-specific frequency. Informatics in Medicine Unlocked, 36, 101141.

19. Do, H., Hoang, H., Nguyen, N., An, A., Chau, H., Khuu, Q., ... & Ha, H. (2023). Intermediate effects of mindfulness practice on the brain activity of college students: An EEG study. IBRO Neuroscience Reports, 14, 308-319.

2022

18. An, A., Hoang, H., Trang, L., Vo, Q., Tran, L., Le, T., ... & Ha, H. (2022). Investigating the effect of Mindfulness-Based Stress Reduction on stress level and brain activity of college students. IBRO neuroscience reports, 12, 399-410.

17. Nguyen, L. Q., An, H. M. A., Tran, V. Q. T., Le, P. H. A., Le, M. T., Nguyen, T. K., & Ha, T. T. H. (2022). Investigation of the effect of alpha wave-containing music on the cognitive performance and brain activity of university students. Vietnam Journal of Science, Technology and Engineering, 64(3), 69-75.

16. Nguyen, D., Nguyen, H., Ong, H., Le, H., Ha, H., Duc, N. T., & Ngo, H. T. (2022). Ensemble learning using traditional machine learning and deep neural network for diagnosis of Alzheimer’s disease. IBRO Neuroscience Reports, 13, 255-263.

15. Ngan Thanh, L., Anh Hoang Lan, D., Dung Xuan, N., Khiet Thi Thu, D., Chau Nu Ngoc, P., Thuong Hoai, N., & Huong, H. T. T. (2022). Classification of Four-Class Motor-Imagery Data for Brain-Computer Interfaces. In 8th International Conference on the Development of Biomedical Engineering in Vietnam: Proceedings of BME 8, 2020, Vietnam: Healthcare Technology for Smart City in Low-and Middle-Income Countries (pp. 763-778). Springer International Publishing.

14. Do, T. T., Nguyen, T. H., Le, T. A., Nguyen, S. A. T., Nguyen, Q. T. N., Tran, T. Q. V., ... & Ha, H. T. T. (2022). Automated EOG removal from EEG signal using independent component analysis and machine learning algorithms. In 8th International Conference on the Development of Biomedical Engineering in Vietnam: Proceedings of BME 8, 2020, Vietnam: Healthcare Technology for Smart City in Low-and Middle-Income Countries (pp. 1001-1016). Springer International Publishing.

13. Van Toi, V., Nguyen, T. H., Long, V. B., & Huong, H. T. T. (2022). 8th International Conference on the Development of Biomedical Engineering in Vietnam.

12. Ong, H., Le, H., Nguyen, H., Nguyen, D., Ha, H., Ngo, H. T., & Duc, N. T. (2022). A Machine Learning Framework Based on Extreme Gradient Boosting for Intelligent Alzheimer’s Disease Diagnosis Using Structure MRI. In 8th International Conference on the Development of Biomedical Engineering in Vietnam: Proceedings of BME 8, 2020, Vietnam: Healthcare Technology for Smart City in Low-and Middle-Income Countries (pp. 815-827). Springer International Publishing.

11. Anh Hoang Minh, A., Nghia Trung, N., Thuong Hoai, N., Khiet Thi Thu, D., & Ha, H. T. T. (2022). The Effect of Mindfulness-Based Stress Reduction Among Various Subject Groups: A Literature Review. In 8th International Conference on the Development of Biomedical Engineering in Vietnam: Proceedings of BME 8, 2020, Vietnam: Healthcare Technology for Smart City in Low-and Middle-Income Countries (pp. 869-899). Springer International Publishing.

10. Le, A. P. H., Tran, T. T., Cao, T. H. M., Le, T. M., Le, P. T., & Huong, H. T. T. (2022). Evaluate and Optimize Cell-Free RNA Extraction Methods to Apply for Alzheimer’s Disease Biomarkers Detection. In 8th International Conference on the Development of Biomedical Engineering in Vietnam: Proceedings of BME 8, 2020, Vietnam: Healthcare Technology for Smart City in Low-and Middle-Income Countries (pp. 591-609). Springer International Publishing.

9. Le, A. P. H., & Huong, H. T. T. (2022). The Role of Cell-Free RNA in Clinical Diagnosis and Evaluation of Cell-Free RNA Extraction Methods. In 8th International Conference on the Development of Biomedical Engineering in Vietnam: Proceedings of BME 8, 2020, Vietnam: Healthcare Technology for Smart City in Low-and Middle-Income Countries (pp. 637-656). Springer International Publishing.

8. Nguyen, T. D., & Ha, T. T. H. (2022). Bipolar disorder traits: An electroencephalogram systematic review. Vietnam Journal of Science, Technology and Engineering, 64(4), 84-90.

2021

7. Thinh, T. V. Q., Quang, N. L., Anh, A. H. M., Long, T. H., Hieu, N. T., Van Luan, T., ... & Huong, H. T. T. (2021, May). Effect of Alpha Wave-Containing Music on the Psychological Stress Level of Hospital Staffs and their Cognitive Performance. In 2021 IEEE 3rd Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS) (pp. 25-28). IEEE. 

2020

6. Fujita, H., … & Ha, H. (2020, September). SEED: A Framework for Stress Estimation Using Emotiv Devices. In Knowledge Innovation Through Intelligent Software Methodologies, Tools and Techniques: Proceedings of the 19th International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques (SoMeT_20) (Vol. 327, p. 435). IOS Press.

5. Pham, V. M., Ha, H. T., & Thakor, N. (2020). Microfluidic Culture Platforms in Neuroscience Research. Handbook of Neuroengineering, 1-39.

4. Tran, N. M. P., Huynh, T. L. D., Phan, B. N., Dang, N. N. T., Phan, T. B., Ha, H. T. T., ... & Nguyen, T. H. (2020). Conjugated linoleic acid grafting improved hemocompatibility of the polycaprolactone electrospun membrane. International Journal of Polymer Science, 2020, 1-8.

3. Tran, N., Le, A., Ho, M., Dang, N., Thi Thanh, H. H., Truong, L., ... & Hiep, N. T. (2020). Polyurethane/polycaprolactone membrane grafted with conjugated linoleic acid for artificial vascular graft application. Science and Technology of Advanced Materials, 21(1), 56-66.

2018

2. Ha, H. T., Leal-Ortiz, S., Lalwani, K., Kiyonaka, S., Hamachi, I., Mysore, S. P., ... & Kim, S. A. (2018). Shank and zinc mediate an AMPA receptor subunit switch in developing neurons. Frontiers in molecular neuroscience, 11, 405. 

2016

1. Ha, H., & Huguenard, J. (2016). Criminal Minds: Cav3. 2 Channels Are the Culprits, but NMDAR Are the Co-Conspirators. Epilepsy Currents, 16(1), 36-38.