OUR WORKS

PRODUCTS

PUBLICATIONS

2026

Pham, H.B., Tong, M.T., Tran, N.T.L. et al. Development and human samples validation of a plasma pTau‑217 electrochemical sensor for Alzheimer’s detection in Vietnamese patients. Microchim Acta 193, 170 (2026). https://doi.org/10.1007/s00604-026-07871-5.

2025

Huynh, T., Pham, X. H., Nguyen, N., Nguyen, T. T., Ha, H., & Ngo, L. (2025, October). A Comparative Analysis of Statistical, Regional CNN, and Sequential Transformer Approaches for Alzheimer's Disease Classification. In 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) (pp. 1718-1723). IEEE. 

Pham, T. M., Pham, H. M., Nguyen, V. K., Tran, T. D., Nguyen, L. S., Nguyen, D. Q., ... & Quan, T. T. (2025, November). FA-GPNet: When Gaussian Process Meets Auto-Encoder and FBCSP - A Hybrid Model for Motor Imagery Classification. In: Quan, T.T., Sombattheera, C., Pham, HA., Tran, N.T. (eds) Multi-disciplinary Trends in Artificial Intelligence. MIWAI 2025. Lecture Notes in Computer Science(), vol 16355. Springer, Singapore. https://doi.org/10.1007/978-981-95-4963-4_11 

Hoang, H., Ha, H., Nguyen, H. et al. Advancing mental health diagnostics: a review on the role of smartphones, wearable devices, and artificial intelligence in depression and anxiety detection. Biomed. Eng. Lett. 15, 1003–1012 (2025). https://doi.org/10.1007/s13534-025-00505-4

Can, D. C., Tang, Q. H., Ha, H., Nguyen, B. T., & Chén, O. Y. (2025, October). REMEMBER: Retrieval-based Explainable Multimodal Evidence-guided Modeling for Brain Evaluation and Reasoning in Zero-and Few-shot Neurodegenerative Diagnosis. In Proceedings of the 33rd ACM International Conference on Multimedia (pp. 11179-11188). https://doi.org/10.1145/3746027.3754809

Ha, H. T. T. (2025). Asia-Pacific perspectives in neuroscience: Insights from the IBRO APRC mini-series. IBRO Neuroscience Reports, 19, 645. 10.1016/j.ibneur.2025.09.003 

Le Tran, V., Nguyen, T. T. T., Hoang, D. C. B., Nguyen, T. C., Tran, V. N., Van Vo, T., ... & Ha, H. T. T. (2025). A Pilot Study on Implementing Home Blood Pressure Telemonitoring for Older Adults with Mild Cognitive Impairment in Viet Nam. Biomedical Research and Therapy, 12(6), 7453-7463. https://doi.org/10.15419/prmhzy05

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. https://doi.org/10.3389/fnins.2025.1580931

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. https://doi.org/10.31117/neuroscirn.v8i2.404

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. https://doi.org/10.48550/arXiv.2502.01535

2024

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. 

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. https://doi.org/10.3389/fpsyt.2024.1461290

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. https://doi.org/10.31276/VJSTE.2023.0011

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. https://doi.org/10.31276/VJSTE.66(2).107-113

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. https://doi.org/10.1016/j.brain.2024.100093

2023

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. https://doi.org/10.15419/bmrat.v10i9.832

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.

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.

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.

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. https://doi.org/10.3389/fnmol.2023.1308610

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. https://doi.org/10.1007/978-3-031-44630-6_60 

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. https://doi.org/10.1016/j.ohx.2023.e00455

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. https://doi.org/10.1080/13854046.2023.2192418

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. https://doi.org/10.1016/j.imu.2022.101141

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. https://doi.org/10.1016/j.ibneur.2023.03.003

2022

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. https://doi.org/10.1016/j.ibneur.2022.05.004

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. https://doi.org/10.31276/VJSTE.64(3).69-75

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. https://doi.org/10.1016/j.ibneur.2022.08.010

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. https://doi.org/10.1007/978-3-030-75506-5_62

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. https://doi.org/10.1007/978-3-030-75506-5_79 

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. https://doi.org/10.1007/978-3-030-75506-5

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.  https://doi.org/10.1007/978-3-030-75506-5_66

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. https://doi.org/10.1007/978-3-030-75506-5_71 

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. https://doi.org/10.1007/978-3-030-75506-5_50 

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. https://doi.org/10.1007/978-3-030-75506-5_53

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. https://doi.org/10.31276/VJSTE.64(4).84-90

2021

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

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. https://doi.org/10.3233/FAIA200588

Pham, V. M., Ha, H. T., & Thakor, N. (2020). Microfluidic Culture Platforms in Neuroscience Research. Handbook of Neuroengineering, 1-39. https://doi.org/10.1007/978-981-15-2848-4_128-2

2018

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. https://doi.org/10.3389/fnmol.2018.00405

2016

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. https://doi.org/10.5698/1535-7597-16.1.36