Publications

1. Nguyen-Tat, Thien B., et al. "Evaluating pre-processing and deep learning methods in medical imaging: Combined effectiveness across multiple modalities." Alexandria Engineering Journal 119 (2025): 558-586.

2. Nguyen-Tat, Thien B., Hoang-An Vo, and Phuoc-Sang Dang. "QMaxViT-Unet+: A query-based MaxViT-Unet with edge enhancement for scribble-supervised segmentation of medical images." Computers in Biology and Medicine 187 (2025): 109762.

3. Nguyen-Tat, T. B., V.-T. Tran-Thi, and V. M. Ngo. “Predicting the Severity of COVID-19 Pneumonia from Chest X-Ray Images: A Convolutional Neural Network Approach”. EAI Endorsed Transactions on Industrial Networks and Intelligent Systems, vol. 12, no. 1, Nov. 2024, doi:10.4108/eetinis.v12i1.6240. 

4. Thien B. Nguyen-Tat, Truc-Phuong Nguyen-Duong. "Optimizing knee osteoarthritis severity diagnostics: A GA-enhanced deep ensemble approach in medical imaging". Ain Shams Engineering Journal, Volume 16, Issue 9, 2025, 103524, ISSN 2090-4479, doi:10.1016/j.asej.2025.103524.

5. Thien B. Nguyen-Tat, Anh T. Vu-Xuan, Vuong M. Ngo. "Design of a novel fuzzy ensemble CNN framework for ovarian cancer classification using tissue microarray images". Image and Vision Computing, June 2025, 105604, ISSN 0262-8856, doi:10.1016/j.imavis.2025.105604.

6. Vu-Xuan, A.T., Nguyen, T.T.N., Tran, L.T., Nguyen-Tat, T.B. (2026). "Deep Learning-Based Classification of Ovarian Cancer Subtypes in Histopathology". In: Nguyen, N.T., et al. Computational Intelligence in Engineering Science. ICCIES 2025. Communications in Computer and Information Science, vol 2587. Springer, Cham. https://doi.org/10.1007/978-3-031-98170-8_13

1. Nguyen-Tat, Bao-Thien, Minh-Quoc Bui, and Vuong M. Ngo. "Automating attendance management in human resources: A design science approach using computer vision and facial recognition." International Journal of Information Management Data Insights 4.2 (2024): 100253.

2. Nguyen-Tat, Thien B., et al. "Enhancing brain tumor segmentation in MRI images: A hybrid approach using UNet, attention mechanisms, and transformers." Egyptian Informatics Journal 27 (2024): 100528.

1. Huy, Huynh Anh, et al. "Point Defects in Buckled Honeycomb PAs Monolayer: A Systematic Study of Stability, Electronic, and Magnetic Properties." Advanced Theory and Simulations 6.11 (2023): 2300416.

2. Ngo, Vuong M., et al. "A big data smart agricultural system: recommending optimum fertilisers for crops." International Journal of Information Technology 15.1 (2023): 249-265.

3. Pham, Vuong, et al. "Robust engineering-based unified biomedical imaging framework for liver tumor segmentation." Current Medical Imaging Reviews 19.1 (2023): 37-45. 

1. Nguyen, Tat-Bao-Thien, Minh-Vuong Ngo, and Van-Phong Nguyen. "Histopathological imaging classification of breast tissue for cancer diagnosis support using deep learning models." International Conference on Industrial Networks and Intelligent Systems. Cham: Springer International Publishing, 2022.

2. Le, Truong-Minh, Tat Bao Thien Nguyen, and Vuong M. Ngo. "Automated evaluation of Tuberculosis using Deep Neural Networks." EAI Endorsed Trans. Ind. Networks Intell. Syst. 9.30 (2022): e4. 

1. Ngo, Vuong M., et al. "An efficient classification algorithm for traditional textile patterns from different cultures based on structures." Journal on Computing and Cultural Heritage (JOCCH) 14.4 (2021): 1-22.

2. Bui, Thanh-Hieu, and Tat-Bao-Thien Nguyen. "Extracting Relevant Social Geo-Tagged Photos for Points of Interest." Research in Intelligent and Computing in Engineering: Select Proceedings of RICE 2020. Springer Singapore, 2021.

1. Nguyen, T. B. T. “An Optimal Cluster Head Parameter in LEACH Protocol of Wireless Sensor Networks.” Journal of Science and Technology: Issue on Information and Communications. (2020).

1. Nguyen, Tat Bao Thien, and Tien Sy Truong. "An approach for applying artificial intelligence to smart-home." Journal of Technical Education Science 15.2 (2020): 35-46.

2. Thiện, N. T. C. T. N. T. B. “Weed Detection in Vegetable Garden Using Support-Vector Machine and Neural Networks.” Tạp chí Khoa học Đại học Sài Gòn, 2019. 

1. Thiện, Nguyễn Tất Bảo, and Mai Ngọc Hiền. "Rainfall prediction for Tay Ninh province using fuzzy logic." Tạp chí Khoa học và Công nghệ-Đại học Đà Nẵng (2018): 147-151. 

2025

1. Nguyen-Tat, Thien B., Kha Ninh Nguyen Phuc, and Tri Nhut Do. "IoT-based Smart Agriculture System: Design of Farming Diary." Journal of Physics: Conference Series. Vol. 2949. No. 1. IOP Publishing, 2025.

1. Nguyen-Tat, Thien B., Thien Tam Le, and Tri Nhut Do. "IoT-Based Electrical Energy Monitoring System." International Conference on Future Data and Security Engineering. Singapore: Springer Nature Singapore, 2024.

2. Dao, Phuong Q., et al. "Exploring Multimodal Sentiment Analysis Models: A Comprehensive Survey." 2024 International Conference on Multimedia Analysis and Pattern Recognition (MAPR). IEEE, 2024.

3. Nguyen, Thien-Qua T., et al. "Brain Tumor Segmentation in MRI Images with 3D U-Net and Contextual Transformer." 2024 International Conference on Multimedia Analysis and Pattern Recognition (MAPR). IEEE, 2024.

4. Nguyen, Nhi Ngoc-Yen, et al. "DS@ BioMed at ImageCLEFmedical Caption 2024: Enhanced Attention Mechanisms in Medical Caption Generation through Concept Detection Integration." arXiv preprint arXiv:2406.00391 (2024).

5. Van Nguyen, Quan, et al. "UIT-DarkCow team at ImageCLEFmedical Caption 2024: Diagnostic Captioning for Radiology Images Efficiency with Transformer Models." arXiv preprint arXiv:2405.17002 (2024).

6. Phan, Thien V., et al. "UIT-2Q2T at ImageCLEFmedical 2024 Caption: Multimodal medical image captioning using Bootstrapping Language-Image Pre-training." (2024).

1. Nguyen-Tat, Bao-Thien, and Duy Khanh Nguyen. "Effective Classification for Logs of Routers Based on MLP Neural Networks." 2023 15th International Conference on Knowledge and Systems Engineering (KSE). IEEE, 2023.

2. Thai, Triet M., et al. "Uit-saviors at medvqa-gi 2023: Improving multimodal learning with image enhancement for gastrointestinal visual question answering." arXiv preprint arXiv:2307.02783 (2023).

1. Nguyen, Tat-Bao-Thien, Teh-Lu Liao, and Tuan-Anh Vu. "Anomaly detection using one-class SVM for logs of juniper router devices." Industrial Networks and Intelligent Systems: 5th EAI International Conference, INISCOM 2019, Ho Chi Minh City, Vietnam, August 19, 2019, Proceedings. Springer International Publishing, 2019.