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  • Bui Huy Toan, Ph.D.

Bui Huy Toan, Ph.D.

Bui Huy Toan, Ph.D.

Lecturer
  • Post-Doc (AI and Medical Image Processing, Tokai University, Nagakawa, Japan, 2023)
  • Ph.D. (AI and Medical Image Processing, Tokai University, Tokyo, Japan, 2022)
  • M.Sc. (Computing in Engineering System, King Mongkut’s Institute of Technology Ladkrabang, Bangkok, Thailan, 2018)
  • B.Sc. (Information Technology, Hanoi University of Science and Technology, Hanoi, Vietnam, 2016)
CONTACT:

Bui Huy Toan

RESEARCH INTERESTS

SELECTED PUBLICATIONS

  • P. Intaraprasit, T. H. Bui, and M. P. Paing, “MobileNetV2-based Deep Learning for Retinal Disease Classification on a Mobile Application,” in 15th Biomedical Engineering International Conference, Tokyo, 2023. https://doi.org/10.1109/bmeicon60347.2023.10322079
  • T. H. Bui, K. Hamamoto, M. P. Paing, and L. K. Bui, “Multi-Disease Classification of COVID-19 in Chest Radiographs using Ensemble of Optimized Deep Learning Models,” in 15th Biomedical Engineering International Conference, Tokyo, 2023. https://doi.org/10.1109/bmeicon60347.2023.10321967
  • M. P. Paing, A. Sento, T. H. Bui, and C. Pintavirooj, “Instance Segmentation of Multiple Myeloma Cells Using Deep-Wise Data Augmentation and Mask R-CNN,” (in eng), Entropy (Basel), vol. 24, no. 1, Jan 17 2022. https://doi.org/10.3390/e24010134
  • T. H. Bui, K. Hamamoto, and M. P. Paing, “Tooth Localization using YOLOv3 for Dental Diagnosis on Panoramic Radiographs,” IEEJ Transactions on Electronics, Information and Systems, vol. 142, no. 5, pp. 557-562, 2022. https://doi.org/10.1541/ieejeiss.142.557
  • T. H. Bui, K. Hamamoto, and M. P. Paing, “Automated Caries Screening Using Ensemble Deep Learning on Panoramic Radiographs,” Entropy, vol. 24, no. 10, p. 1358, 2022. https://doi.org/10.3390/e24101358
  • T. H. Bui, K. Hamamoto, and M. P. Paing, “Deep Fusion Feature Extraction for Caries Detection on Dental Panoramic Radiographs,” Applied Sciences, vol. 11, no. 5, p. 2005,
  1. https://doi.org/10.3390/app11052005
  • M. P. Paing, S. Tungjitkusolmun, T. H. Bui, S. Visitsattapongse, and C. Pintavirooj, “Automated Segmentation of Infarct Lesions in T1-Weighted MRI Scans Using Variational Mode Decomposition and Deep Learning,” Sensors, vol. 21, no. 6, p. 1952, 2021. https://doi.org/10.3390/s21061952
  • T. Bui, N. Maneerat, and U. Watchareeruetai, “Detection of cotton wool for diabetic retinopathy analysis using neural network,” in 2017 IEEE 10th International Workshop on Computational Intelligence and Applications (IWCIA), Hiroshima, 2017. https://doi.org/10.1109/iwcia.2017.8203585

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TEACHING COURSES

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