Hyperspectral imaging, biological tissue

Sigger, Neetu, Nguyen, Tuan T. ORCID: https://orcid.org/0000-0003-0055-8218 and Tozzi, Gianluca (2025) Detecting temporal changes in skin surrogate model using hyperspectral imaging. MRS Communications. ISSN 2159-6859 (Print), 2159-6867 (Online) (doi:10.1557/s43579-025-00777-y)

Quantum Machine Learning, drug discovery and development, clinical research

Duong, Hoang Phi Yen, McNiven, Brad D. E., Dobre, Octavia A., Rizvi, Syed Muhammad Abuzar, Shin, Hyundong, Nguyen, Tuan Thanh ORCID: https://orcid.org/0000-0003-0055-8218 and Duong, Trung Q. (2025) Quantum machine learning for drug discovery: taxonomy, research challenges, and the road ahead. ACM Computing Surveys (CSUR). ISSN 0360-0300 (Print), 1557-7341 (Online) (In Press)

adaptation models, image coding, accuracy, spectral efficiency, digital images, Bandwidth, semantic communication, entropy, image reconstruction, signal to noise ratio

Nguyen, Long V., Nguyen, Tuan T. ORCID: https://orcid.org/0000-0003-0055-8218, Dobre, Octavia A. and Duong, Trung Q. (2025) Digital semantic communication with neural image compression. In: IEEE INFOCOM 2025 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE Xplore . Institute of Electrical and Electronics Engineers, Inc. (IEEE), Piscataway, New Jersey, pp. 1-2. ISBN 979-8331543709 ISSN 2159-4228 (Print), 2833-0587 (Online) (doi:10.1109/INFOCOMWKSHPS65812.2025)

bioinformatics, brain tumour, cancer surgery, deep learning, diffusion model, hyperspectral imaging, precision medicine

Sigger, Neetu, Nguyen, Tuan T. ORCID: https://orcid.org/0000-0003-0055-8218 and Tozzi, Gianluca (2024) Brain tissue classification in hyperspectral images using multistage diffusion features and transformer. Journal of Microscopy. ISSN 0022-2720 (Print), 1365-2818 (Online) (doi:10.1111/jmi.13372)

faster RCNN; breast lesion detection; ultrasound image; deep learning; medical image analysis

Bose, Anu, Nguyen, Tuan ORCID: https://orcid.org/0000-0003-0055-8218, Du, Hongbo and AlZoubi, Alaa (2021) Faster RCNN hyperparameter selection for breast lesion detection in 2D ultrasound images. In: Advances in Computational Intelligence Systems Contributions Presented at the 20th UK Workshop on Computational Intelligence, September 8-10, 2021, Aberystwyth, Wales, UK. Advances in Intelligent Systems and Computing (AISC) (1409). Springer, Cham, pp. 179-190. ISBN 978-3030870942 ISSN 2194-5365 (doi:10.1007/978-3-030-87094-2_16)

hyperspectral image classification, image analysis, diffusion technique, transformer technique

Sigger, Neetu, Vien, Quoc-Tuan, Nguyen, Sinh Van, Tozzi, Gianluca and Nguyen, Tuan Thanh ORCID: https://orcid.org/0000-0003-0055-8218 (2024) Unveiling the potential of diffusion model-based framework with transformer for hyperspectral image classification. Scientific Reports, 14:8438. ISSN 2045-2322 (Online) (doi:10.1038/s41598-024-58125-4)

image communication; deep learning; super-resolution; network coding

Vien, Quoc-Tuan, Nguyen, Tuan T. ORCID: https://orcid.org/0000-0003-0055-8218 and Nguyen, Huan X. (2021) Deep-NC: a secure image transmission using deep learning and network coding. Signal Processing: Image Communication, 99:116490. ISSN 0923-5965 (Print), 1879-2677 (Online) (doi:10.1016/j.image.2021.116490)

network coding; image security; deep learning

Vien, Quoc-Tuan, Nguyen, Tuan ORCID: https://orcid.org/0000-0003-0055-8218 and Nguyen, Huan (2021) A lightweight secure image super resolution using network coding. In: Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. 8-11 Feb 2021. Vienna, Austria. VISIGRAPP, 4 . SCITEPRESS, Setúbal, Portugal, pp. 653-660. ISBN 978-9897584886 ISSN 2184-4321 (doi:10.5220/0010212406530660)

video compression; deep learning; auto-encoder; rate-distortion optimization; attention mechanism

Sigger, Neetu, Al-Jawed, Naseer and Nguyen, Tuan ORCID: https://orcid.org/0000-0003-0055-8218 (2022) Spatial-temporal autoencoder with attention network for video compression. In: Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Online. February 6-8, 2022. Computer Vision Theory and Applications (VISAPP), 4 . Computer Vision Theory and Applications (VISAPP) - SCITEPRESS Digital Library, Setúbal, Portugal, pp. 364-371. ISBN 978-9897585555; ISSN 2184-4321 (doi:10.5220/0010811900003124)