| GIỚI THIỆU ⸺ |
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Tiến sỹ Nguyễn Việt Dũng nhận học vị Tiến sĩ Kỹ thuật Điện tử năm 2016 của Đại học Bách khoa Hà Nội, Việt Nam. Hiện tại TS. Nguyễn Đức Minh là Giảng viên chính tại Khoa Điện tử, Trường Điện - Điện tử, Đại học Bách khoa Hà Nội.
Các hướng nghiên cứu quan tâm hiện tại bao gồm:
- Phân tính, xử lý tín hiệu y sinh và ảnh y tế - Thiết bị y sinh - Kỹ thuật Phục hồi chức năng |
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| CÁC CÔNG TRÌNH KHOA HỌC TIÊU BIỂU ⸺ |
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| ● | Viet Dung Nguyen et. al., “ECG-Based Cardiovascular Disease Classification Using Modified Inception”, 2024 Tenth International Conference on Communications and Electronics (ICCE) |
| ● | Viet Dung Nguyen et. al., “Pubic Symphysis-Fetal Head Segmentation in Ultrasound Images with Deep Neural Networks”, 2024 Tenth International Conference on Communications and Electronics (ICCE) |
| ● | Viet Dung Nguyen et. al., “Two-Dimensional Ultra Light-Weight Infant Pose Estimation with Single Branch Network”, Applied Sciences, vol. 14, 2024. Doi: 10.3390/app14083491 |
| ● | Viet Dung Nguyen et. al., “Deep Learning-based Automated Assessment of Sperm Motility”, 2023 1st International Conference on Health Science and Technology (ICHST) |
| ● | Viet Dung Nguyen, Thi Minh Phuong Do, “Machine Learning - based Diagnosis Of Autism Spectrum Disorder Using Resting-state Functional Magnetic Resonance Imaging Data”, 2023 1st International Conference on Health Science and Technology (ICHST) |
| ● | 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) |
| ● | 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) |
| ● | Quang Huy Hoang; Phuong Linh Nguyen; Tien Dat Do; Anh Vu Tran; Thuy Anh Nguyen; Thanh Trung Nguyen; 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) |
| ● | Viet Dung Nguyen; Minh Phuong Luong; Hoang Khoi Do, “Endoscopic Image Classification using Block-based Color Feature Descriptors”, 2022 RIVF International Conference on Computing and Communication Technologies (RIVF) |
| ● | Viet Dung Nguyen; Duy Hoang Ho; Viet Long Nguyen; Ngoc Dung Bui, “Modified YOLOv5 for Blood Cell Counting”, 2022 RIVF International Conference on Computing and Communication Technologies (RIVF) |
| ● | Bui My Hanh, Le Tuan Linh, Nguyen Ngoc Cuong, Thanh Binh Nguyen, Luu Tien Doan, Chung Duy Le, Vu Tat Giao, Thi Ly Ly Ngo, Thi Hong Xuyen Hoang, Nguyen Duc Thang, Nguyen Tu Anh, Nguyen Duc Dan, Nguyen Viet Dung, Tran Vinh Duc, Quang H Nguyen, Anh Nguyen, Nguyen Hoang Phuong, “Convolutional Neural Networks Improve Radiologists’ Performance in Breast Cancer Screening for Vietnamese patients”, Applied Artificial Intelligence, vol. 36, 2022. Doi: 10.1080/08839514.2022.2151185 |
| ● | Viet Dung Nguyen, Anh Tu Tran, “Finger Vein Pattern Extraction Improvement by Enhance Maximum Curvature and Frangi Filter”, 13th International Conference on ICT Convergence, 2022 |
| ● | Viet Dung Nguyen, Ngoc Dung Bui and Hoang Khoi Do, “Skin Lesion Classification on Imbalanced Data Using Deep Learning with Soft Attention”, Sensor, vol. 22, 2022. Doi: - 10.3390/s22197530 |
| ● | Trong Thanh Han, Tung Nguyen Duy, Lam Nguyen Dang Son, Hinh Nguyen Van, Tuan Do Trong, Dung Nguyen Viet, Dung Nguyen Tuan, Luu Vu Dang, “Features extraction of MRI image using complex network with low computational complexity to distinguish inflammatory lesions from tumors in the human brain”, Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization, vol. 10, 2022. Doi: 10.1080/21681163.2022.2055493 |
| ● | Viet Dung Nguyen, Thi Men Tran, Xuan Bach Nguyen, Minh Quan Nguyen, “Fall detection using omnidirectional camera”, International Conference on Intelligent Systems & Networks (ICISN2022), 2022 |
| ● | Quan Nguyen Minh, Bang Le Van, Can Nguyen Ngoc and Dung Nguyen Viet, “Occlusion Robust Face Recognition Based on Mask Learning With Attention Mechanism”, International Conference on Intelligent Systems & Networks (ICISN2022), 2022. |
| ● | Quan Nguyen Minh; Bang Le Van; Can Nguyen; Anh Le; Viet Dung Nguyen, “ARPD: Anchor-free Rotation-aware People Detection using Topview Fisheye Camera”, AVSS 2021 - 17th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2021 |
| ● | Tran Vu Anh; Hoang Huy Quang; Nguyen Dung Viet; Nguyen Kien Phan; Nguyen Phuong Thu; Pham Huong Thi Viet, “Predicting Human’s Balance Disorder Based on Center of Gravity Using Support Vector Machine”, 10th EAI International Conference on Context-Aware Systems and Applications, 2021. |
| ● | Viet Dung Nguyen, Phuc Ngoc Pham, Xuan Bach Nguyen, Thi Men Tran, Minh Quan Nguyen, “Incorporation of Panoramic View in Fall Detection Using Omnidirectional Camera”, Lecture Notes in Networks and Systems - Intelligent Systems and Networks, 2021 |
| ● | Nguyen Duc Thang, Nguyen Viet Dung, Tran Vinh, Duc Anh Nguyen, Quang H. Nguyen, Nguyen Tu Anh, Nguyen Ngoc Cuong, Le Tuan Linh, Bui My Hanh, Phan Huy Phu, Nguyen Hoang Phuong, “Building a X-ray Database for Mammography on Vietnamese patients and automatic detecting ROI using Mask-RCNN”, Studies in Computational Intelligence, vol. 899, 2020. |
| ● | Viet Dung Nguyen, Thanh Hien Truong, Ha Anh Pho, Le Thu Thao Dao, “Block Difference of Inverse Probabilities Features for Chromoendoscopy Image Classification”, Studies in Computational Intelligence, vol. 899, 2020 |
| ● | Viet Dung Nguyen, Thanh Hien Truong, “Speeded-Up Robust Feature Descriptor for Endochromoscopy Images”, 34th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2019), Korea |
| GIẢNG DẠY ⸺ |
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| ● | ET1016/ET1016E: Nhập môn Kỹ thuật Y sinh |
| ● | ET4100/ET4100E: Cơ sở điện sinh học |
| ● | ET4111/ET4111E: Kỹ thuật đo lường y sinh |
| ● | ET4248/ET4248E: Học máy trong y tế |
| ● | ET4550/ET4550E: Xử lý ảnh y tế |
| LĨNH VỰC NGHIÊN CỨU ⸺ |
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| ● | Phân tích, xử lý tín hiệu y sinh và ảnh y tế |
| ● | Thiết bị y tế |
| ● | Kỹ thuật phục hồi chức năng |
| NHÓM CHUYÊN MÔN ⸺ |
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| ● | Tin học y sinh |
| Xử lý tín hiệu và ảnh y sinh | |
| Thiết bị y sinh | |
| Xử lý tín hiệu số | |
| LAB NGHIÊN CỨU ⸺ |
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| ● | Kỹ thuật y sinh |
