Recent publications
Article
Wang, C, Yi, Q, Ye, J, Xu, X, Ashraf, F, Ashraf, S, Dearn, K & Hajiyavand, A 2026, 'LungDetectNet: a multi-task deep learning framework with enhanced detection and descriptive capabilities', Biomedical Signal Processing and Control, vol. 113, 109158. https://doi.org/10.1016/j.bspc.2025.109158
Xu, X, Wang, C, Yi, Q, Ye, J, Kong, X, Ashraf, SQ, Dearn, KD & Hajiyavand, AM 2025, 'MedBin: A lightweight End-to-End model-based method for medical waste management', Waste Management, vol. 200, 114742. https://doi.org/10.1016/j.wasman.2025.114742
Zang, Y, Xu, X, Qu, M, Dixon, R, Ye, J, Hajiyavand, AM, Goli, F, Zhang, Y & Wang, YW 2025, 'Robotic Disassembly Skill Acquisition Based on Reinforcement Learning With External Knowledge Injection', IEEE Transactions on Industrial Informatics. https://doi.org/10.1109/TII.2025.3545048
Yang, J, Stewart, E, Ye, J, Entezami, M & Roberts, C 2023, 'An Improved VMD Method for Use with Acoustic Impact Response Signals to Detect Corrosion at the Underside of Railway Tracks', Applied Sciences, vol. 13, no. 2, 942. https://doi.org/10.3390/app13020942
Ye, J, Stewart, E, Chen, Q, Roberts, C, Hajiyavand, AM & Lei, Y 2023, 'Deep Learning and Laser-Based 3-D Pixel-Level Rail Surface Defect Detection Method', IEEE Transactions on Instrumentation and Measurement, vol. 72, 2513612. https://doi.org/10.1109/TIM.2023.3272033
Ye, J, Stewart, E, Chen, Q, Chen, L & Roberts, C 2022, 'A vision-based method for line-side switch rail condition monitoring and inspection', Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit, vol. 236, no. 8, pp. 1-11. https://doi.org/10.1177/09544097211059303
Chen, Q, Nicholson, G, Roberts, C, Ye, J & Zhao, Y 2021, 'Improved Fault Diagnosis of Railway Switch System Using Energy-Based Thresholding Wavelets (EBTW) and Neural Networks', IEEE Transactions on Instrumentation and Measurement, vol. 70, 3503312. https://doi.org/10.1109/TIM.2020.3029365
Ye, J, Stewart, E, Zhang, DI, Chen, Q, Thangaraj, K & Roberts, C 2021, 'Integration of multiple sensors for noncontact rail profile measurement and inspection', IEEE Transactions on Instrumentation and Measurement, vol. 70, 9317838. https://doi.org/10.1109/TIM.2020.3042297
Ye, J, Stewart, E, Zhang, D, Chen, Q & Roberts, C 2020, 'Method for automatic railway track surface defect classification and evaluation using a laser-based 3D model', IET Image Processing, vol. 14, no. 12, pp. 2701-2710. https://doi.org/10.1049/iet-ipr.2019.1616
Zhang, D, Stewart, E, Ye, J, Entezami, M & Roberts, C 2019, 'Roller bearing degradation assessment based on a deep MLP convolution neural network considering outlier regions', IEEE Transactions on Instrumentation and Measurement. https://doi.org/10.1109/TIM.2019.2929669
Ye, J, Stewart, E & Roberts, C 2019, 'Use of a 3D model to improve the performance of laser-based railway track inspection', Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit, vol. 233, no. 3, pp. 337-355. https://doi.org/10.1177/0954409718795714
Conference contribution
Wang, C, Yi, Q, Aflakian, A, Ye, J, Arvanitis, T, Dearn, KD & Hajiyavand, A 2025, A Deep-Learning Framework for Ovarian Cancer Subtype Classification Using Whole Slide Images. in E Andrikopoulou, P Gallos, TN Arvanitis, R Austin, A Benis, R Cornet, P Chatzistergos, A Dejaco, L Dusseljee-Peute, A Mohasseb, P Natsiavas, H Nakkas & P Scott (eds), Intelligent Health Systems - From Technology to Data and Knowledge: Proceedings of MIE 2025. Studies in Health Technology and Informatics, vol. 327, IOS Press, pp. 1290-1294, 35th Medical Informatics Europe Conference, MIE 2025, Glasgow, United Kingdom, 19/05/25. https://doi.org/10.3233/SHTI250606
Yi, Q, Xu, X, Wang, C, Ye, J, Aflakian, A, Dearn, KD & Hajiyavand, A 2025, HSG-Assistant: AI-Driven Framework for Enhanced Hysterosalpingography Analysis. in E Andrikopoulou, P Gallos, TN Arvanitis, R Austin, A Benis, R Cornet, P Chatzistergos, A Dejaco, L Dusseljee-Peute, A Mohasseb, P Natsiavas, H Nakkas & P Scott (eds), Intelligent Health Systems - From Technology to Data and Knowledge: Proceedings of MIE 2025. Studies in Health Technology and Informatics, vol. 327, IOS Press, pp. 1280-1284, 35th Medical Informatics Europe Conference, MIE 2025, Glasgow, United Kingdom, 19/05/25. https://doi.org/10.3233/SHTI250604
View all publications in research portal