TS. Phạm Thị Việt Hương

  1. Phạm Thị Việt Hương hiện là giảng viên Khoa Kĩ thuật và Công nghệ, Tổ trưởng Tổ Kĩ thuật máy tính, Trưởng nhóm nghiên cứu Ứng dụng trí tuệ nhân tạo trong sức khỏe và điện tử y sinh.
  2. Hương nhận bằng Tiến sĩ năm 2013, tại trường Đại học Bang Massachusetts Lowell, Mỹ
  3. Hương có kinh nghiệm gần 15 năm giảng dạy tại các trường đại học trong nước và quốc tế, với các học phần như Kĩ thuật điện tử, Xử lý tín hiệu số, Phân tích dữ liệu, Trí tuệ nhân tạo,…

Hướng nghiên cứu chính:

  • Ứng dụng trí tuệ nhân tạo trong xử lý các bài toán phân tích tín hiệu điện tử, tín hiệu y sinh
  • Ứng dụng trí tuệ nhân tạo trong xử lý và phân tích dữ liệu

Các công bố:

  1. Tran Anh Vu, Phung Van Kien, Nguyen Ngoc Tram, Hoang Quang Huy, Pham Thi Viet Huong, “A Modified Bi-Directional Convolutional U-Net (BCDU-Net) Neural Network Approach for Lung CT Image Segmentation”, Journal of Biomimetics, Biomaterials and Biomedical Engineering, vol. 67, pp. 9-20, 2025
  2. Anh Vu Tran, Quang Huy Hoang, Thi Viet Huong Pham, “Vietnamese Sign Language Alphabet Recognition Using Deep Learning and Mediapipe Methods”, JST: Smart Systems and Devices, vol. 1, pp. 10-19, 2025
  3. Tran Anh Vu, Do Thi Thu Phuong, Hoang Quang Huy, Nguyen Phan Kien, and Pham Thi Viet Huong “A Sleep Apnea detection methodology based on SE-ResNeXt model using single-lead ECG,” Journal of Biomimetics, Biomaterials and Biomedical Engineering, 64, pp 85-93, 2024
  4. Pham Thi Viet Huong, Le Duc Thinh, Phung Van Kien, Tran Anh Vu, “Multiple Channels Model Based on Mel Spectrogram for Classifying Abnormalities in Lung Sound,” Journal of Biomimetics Biomaterials and Biomedical Engineering, vol. 63(9), pp. 63-72, 2023.
  5. Huong Pham Thi Viet, Huyen Nguyen Thi Ngoc, Huy Hoang, Vu Anh Tran, “Classification of lung sounds using scalogram representation of sound segments and convolutional neural network,” Journal of Medical Engineering & Technology, vol. 46(4), pp. 1-10, 2023.
  1. Tran Anh Vu, Ngo Anh Huyen, Hoang Quang Huy, Pham Thi Viet Huong, “Enhancing Thyroid Cancer Detection Through Machine Learning Approach,” The 12th International Conference on Control, Automation and Information Sciences ICCAIS, Hanoi, Vietnam, 2023.
  2. Tran Anh Vu, Ngo Thi Thu Ha, Le Minh Duc, Hoang Quang Huy, Nguyen Viet Dung, Pham Thi Viet Huong, Nguyen Tien Thanh, “A Comparison of Machine learning algorithms for Parkinson’s Disease Detection,” The 12th International Conference on Control, Automation and Information Sciences ICCAIS, Hanoi, Vietnam, 2023.
  3. Kien Nguyen Phan, Tran Anh Vu, Do Tien Dat, Do Tuan Hai, Pham Thanh Ha, Luu Duc Lam, Pham Thi Viet Huong, Nguyen Manh Cuong, “Multiple data recording system for boxing punch evaluation,” The 12th International Conference on Control, Automation and Information Sciences ICCAIS, Hanoi, Vietnam, 2023.
  4. Tran Anh Vu, Bui Dai Duong, Trinh Minh Quang, Nguyen Tùng Duong, Nguyen Phan Kien, Hoang Quang Huy, Pham Thi Viet Huong, Nguyen Manh Cuong, “Wearable device to support stroke patient during lower limb rehabilitation,” The 12th International Conference on Control, Automation and Information Sciences ICCAIS, Hanoi, Vietnam, 2023.
  1. Tran Anh Vu, Hoang Quang Huy, Pham Duy Khanh, Nguyen Thi Minh Huyen, Trinh Thi Thu Uyen, Pham Thi Viet Huong “Classify arrhythmia by using 2D spectral images and deep neural network,” Indonesian Journal of Electrical Engineering and Computer Science, vol. 25 (2), pp. 931-940, 2022.
  2. Tran Anh Vu, Hoang Quang Huy, Le Van Tuan, Pham Thi Viet Huong “A novel fast-qualitative balance test method of screening for vestibular disorder patients,” Indonesian Journal of Electrical Engineering and Computer Science, vol. 25 (2), pp. 910-919, 2022.
  1. Pham Thi Viet Huong, Nguyen Anh Tu, Tran Anh Vu, “Ensemble learning in detecting ADHD children by utilizing the non-linear features of EEG signal,” the 2nd international conference on Human-centered artificial intelligence (Computing4Human), Da Nang, Vietnam, 2021.
  2. Sinh Cong Lam, Duc Tan Tran, Viet Huong Pham and Thu Do Xuan, “ On the worst case user performance in milliliter cellular network”, The International Conference on Intelligent Systems & Networks (ICISN 2021), Hanoi, Vietnam 2021.
  3. Vu Tran, Huong Pham, Lam Ninh, Khanh Le, Hoang Huy and Hao Nguyen, “Designing system of receiving and processing urine flow rate for the diagnosis of benign prostate enlargement”, The International Conference on Intelligent Systems & Networks (ICISN 2021), Hanoi, Vietnam 2021.
  4. Vu Tran, Tung Trinh, Huyen Nguyen, Hieu Tran, Kien Phan, Hoang Huy and Huong Pham, “Lung sounds classification using wavelet reconstructed sub-bands signal and machine learning”, The International Conference on Intelligent Systems & Networks (ICISN 2021), Hanoi, Vietnam 2021.
  5. Vu Tran, Khanh Pham, Hoang Huy, Thanh Han Trong, Dung Nguyen Tuan and Huong Pham, “An Improved Automatic Lung Segmentation Algorithm for Thoracic CT Image Based on Features Selection”, The International Conference on Intelligent Systems & Networks (ICISN 2021), Hanoi, Vietnam 2021.
  6. Tran Anh Vu, Hoang Quang Huy, Nguyen Viet Dung, Nguyen Phan Kien, Nguyen Thu Phuong, Pham Thi Viet Huong “Predicting Human’s Balance Disorder Based on Center of Gravity Using Support Vector Machine”, In: Cong Vinh P., Rakib A. (eds) Context-Aware Systems and Applications. ICCASA 2021. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 409, pp. 38-47, Springer, Cham.
  7. Pham Thi Viet Huong, Tran Anh Vu, “A data-driven approach to evaluate the social media post and its role in influencing customers”, 12th International Conference on Knowledge and Systems Engineering (KSE), Can Tho, Vietnam 2020.
  8. Dinh-Lam Tran, Viet-Huong Pham, Kiem-Hung Nguyen, Xuan-Tu Tran, “A survey of High-Efficient CABAC Hardware Implementations in HEVC Standard”, VNU Journal on Computer Science and Communication Engineering (JCSCE), 35 (2), pp. 1-21, 2019.
  9. Pham Thi Viet Huong, Mac Khuong Duy, Tran Anh Vu, Dang Anh Viet and Pham Minh Trien “Design and simulation of a DC stabilization system for solar energy system”, VNU Journal on Computer Science and Communication Engineering (JCSCE), 35 (2), 2019.
  10. Tran Anh Vu, Dao Phuong Nam, Pham Thi Viet Huong “Analysis and Control Design of Transformerless High Gain, High Efficient Buck-boost DC-DC Converters”, IEEE ICSET 2016 (4th IEEE International Conference on Sustainable Energy Technologies), pg. 72-77.
  11. Jian Lu, Huong Pham, H. Zhu, C. Chen, “A Novel Indexing Method for Improving Timeliness of High-Dimensional Data,” Association for Information Systems Conference (AMCIS 2014)
  12. Huong Pham, H. Jung, T. Hu, “Ripple reduction in AC – DC power converters via a Lyapunov approach,” American Control Conference, Montreal, Canada, June 2012
  13. Huong Pham, Jung, T. Hu, “A state-space approach to modeling and ripple reduction in AC – DC  converters,” IEEE Transactions on Control Systems Technology, pp. 1949-1955, 2012.

Thành tích nổi bật:

– Chiến sĩ thi đua cấp cơ sở năm học 2021-2022

– Bằng khen của Giám đốc ĐHQGHN năm 2022-2023

– Bằng khen của Bộ trưởng Bộ GDDT năm 2022-2023