CÁC BÀI BÁO, HOẠT ĐỘNG CỦA iBME LAB

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Hoang Quang Huy, Ngo Tien Dat, Dinh Nghia Hiep, Nguyen Ngoc Tram, Tran Anh Vu, Pham Thi Viet Huong “Pancreatic Cancer Detection Based on CT Images Using Deep Learning.” In: Nguyen, T.D.L., Verdú, E., Le, A.N., Ganzha, M. (eds) Intelligent Systems and Networks. ICISN 2023. Lecture Notes in Networks and Systems, vol 752, pp 66-72. doi.org/10.1007/978-981-99-4725-6_10

Nguyen Phan Kien, Huynh Nguyen Cong, Hoang Pham Viet, Linh Nguyen Hoang, Nhung Dinh Thi, Tran Anh Vu “Determine the Relation Between Height-Weight-BMI and the Horizontal Range of the Ball When Doing a Throw-In.” In: Nguyen, T.D.L., Verdú, E., Le, A.N., Ganzha, M. (eds) Intelligent Systems and Networks. ICISN 2023. Lecture Notes in Networks and Systems, vol 752, pp 507–515. https://doi.org/10.1007/978-981-99-4725-6_61

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, pp 63-72, https://doi.org/10.4028/p-21pucq

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, Vol. 64, pp 85-93. https://doi.org/10.4028/p-Cbr55F

Quang Huy Hoang, Phuong Linh Nguyen, Tien Dat Do, Anh Vu Tran, Thuy Anh Nguyen, Thanh Trung Nguyen, and Viet Dung Nguyen “Leukemia Classification Using Principal Component Analysis and Ensemble Learning on Gene Expression Data,” 2023 International Conference on Advanced Technologies for Communications (ATC), Da Nang, Vietnam, 2023, pp. 25-29, doi: 10.1109/ATC58710.2023.10318521.

Quang Huy Hoang, Xuan Bach Tran, Le Hieu Nguyen, Anh Vu Tran, Viet Dung Nguyen “Electrocardiography Anomaly Detection” 2023 International Conference on Advanced Technologies for Communications (ATC), Da Nang, Vietnam, 2023, pp. 404-408, doi: 10.1109/ATC58710.2023.10318912.

Quang Huy Hoang, Le Minh Duong, Phung Le Luong Bui, Anh Vu Tran, Thuy Anh Nguyen, Viet Dung Nguyen “A Comparative Study of Machine Learning Algorithms for Breast Cancer Classification,” 2023 International Conference on Advanced Technologies for Communications (ATC), Da Nang, Vietnam, 2023, pp. 409-414, doi: 10.1109/ATC58710.2023.10318887.

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,” 2023 12th International Conference on Control, Automation and Information Sciences (ICCAIS), pp 316-321 https://doi.org/ 10.1109/ICCAIS59597.2023.10382406

Tran Anh Vu, Ngo Anh Huyen, Hoang Quang Huy, Pham Thi Viet Huong “Enhancing Thyroid Cancer Detection Through Machine Learning Approach,” 2023 12th International Conference on Control, Automation and Information Sciences (ICCAIS), pp 188-193 https://doi.org/10.1109/ICCAIS59597.2023.10382297

Tran Anh Vu, Bui Dai Duong, Trinh Minh Quang, Nguyen Tung Duong, Nguyen Phan Kien, Hoang Quang Huy, Pham Thi Viet Huong, Nguyen Manh Cuong “Wearable Device to Support Stroke Patient During Lower Limb Rehabilitation,” 2023 12th International Conference on Control, Automation and Information Sciences (ICCAIS), pp 745-750 https://doi.org/10.1109/ICCAIS59597.2023.10382324

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,” 2023 12th International Conference on Control, Automation and Information Sciences (ICCAIS), pp 617-621 https://doi.org/10.1109/ICCAIS59597.2023.10382288

Tran Anh Vu, Tran Minh Hieu, Hoang Thi Mai Linh, Hoang Quang Huy, Pham Thi Viet Huong “Drug Classification Based on Machine Learning Models with a Combination of Data Binning and SMOTE Technique,” 2023 1st International Conference on Health Science and Technology (ICHST), Hanoi, Vietnam, 2023, pp. 1-6, https://doi.org/10.1109/ICHST59286.2023.10565309.

Tran Anh Vu, Le Minh Duc, Hoang Thi Mai Linh, Bui Phung Le Luong, Pham Son Quang, Nguyen Phan Kien, Pham Thi Viet Huong, Nguyen Trung Phu “Spine Curvature Measuring Device,” 2023 1st International Conference on Health Science and Technology (ICHST), Hanoi, Vietnam, 2023, pp. 1-5, https://doi.org/10.1109/ICHST59286.2023.10565373.

Tran Anh Vu, Pham Quang Son, Dinh Nghia Hiep, Hoang Quang Huy, Nguyen Phan Kien, Pham Thi Viet Huong “Melanoma Classification Using Machine Learning and Deep Learning,” 2023 1st International Conference on Health Science and Technology (ICHST), Hanoi, Vietnam, 2023, pp. 1-6, https://doi.org/10.1109/ICHST59286.2023.10565364.

Kien Nguyen Phan, Vu Tran Anh, Hung Pham Manh, Hang Nguyen Thu, Ngan Ta Thuy, Huong Nguyen Thi, Anh Nguyen Thuy, Phu Nguyen Trung “The Non-Contact Height Measurement Method Using MediaPipe and OpenCV in a 2D Space,” 2023 1st International Conference on Health Science and Technology (ICHST), Hanoi, Vietnam, 2023, pp. 1-6, doi.org/10.1109/ICHST59286.2023.10565351.

Tran Anh Vu, Phung Van Kien, Nguyen Ngoc Tram, Hoang Quang Huy, and 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, https://doi.org/10.4028/p-cdM8f6

Tran Anh Vu, Phung Van Kien, Hoang Quang Huy, Pham Thi Viet Huong “Vietnamese Sign Language Recognition using Deep Learning and Mediapipe methods” Journal of Science and Technology: Smart Systems and Devices, Vol 35 (1), 2025, pg. 10-19, https://doi.org/10.51316/jst.179.ssad.2025.35.1.2

Tran Anh Vu, Nguyen Phan Kien, Mai Hoang Anh, Phan Tung Duong, Nguyen Minh Duc, Hoang Quang Huy, and Pham Thi Viet Huong “Integrating Hand Tracking Technology for Enhanced Hand Rehabilitation: A Flappy Bird Game Approach”, In: Le Thi, H.A., Le, H.M., Nguyen, Q.T. (eds) Advances in Data Science and Optimization of Complex Systems. ICAMCS 2024. Lecture Notes in Networks and Systems, vol 1311. Springer, Cham https://doi.org/10.1007/978-3-031-90606-0_34

Vu Tran, Bach Tran, Huy Hoang and Huong Pham “Feature Extraction Methods for Anomaly Detection using Electrocardiography Signal”, The International Conference on Applied Mathematics and Computer Science (ICAMCS2024)

Vu Tran Anh, Ta Quang Huy, Kien Nguyen Phan, Nguyen Ngoc Linh, Duc-Tan Tran and Nguyen Canh Minh “Non-Contact Height Measurement in 2D with Horizontal Rotation Pose”, The 7th International Conference on Engineering Research and Applications – ICERA 2024, Vietnam, 2024,

Tran Tri Dung Nguyen; Thi Thuy Nga Do; Quang Huy Hoang; Phi Le Nguyen; Anh Vu Tran “M3-SLR: Self-Supervised Pretraining with MaxFlow MaskFeat for Improved Multi-View Sign Language Representation”, in IEEE Access, doi: 10.1109/ACCESS.2025.3601235.