Home > Research > Browse

Research

Results for deep learning

Publications & Outputs

  1. A Hybrid Machine Learning Approach to Predict and Evaluate Surface Chemistries of Films Deposited via APPJ

    Wang, Y., Ma, X., Robson, A. J., Short, R. D. & Bradley, J. W., 11/05/2025, (E-pub ahead of print) In: Plasma Processes Polym.. e70035.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  2. Deep learning-based aberration compensation improves contrast and resolution in fluorescence microscopy

    Guo, M., Wu, Y., Hobson, C. M., Su, Y., Qian, S., Krueger, E., Christensen, R., Kroeschell, G., Bui, J., Chaw, M., Zhang, L., Liu, J., Hou, X., Han, X., Lu, Z., Ma, X., Zhovmer, A., Combs, C., Moyle, M. & Yemini, E. & 6 others, Liu, H., Liu, Z., Benedetto, A., La Riviere, P., Colón-Ramos, D. & Shroff, H., 2/01/2025, In: Nature Communications. 16, 1, 313.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. UReslham: Radar reflectivity inversion for smart agriculture with spatial federated learning over geostationary satellite observations

    Jin, Z., Xu, X., Bilal, M., Wu, S. & Lin, H., 30/06/2024, In: Computational Intelligence. 40, 3, e12684.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Open switch fault diagnosis of cascaded H-bridge 5-level inverter using deep learning

    Arif, M. N., Din, Z. U., ul Haq, A., Cheema, K. M., Milyani, A. H., Naeem-ul-Islam & Ashfaq, I., 22/05/2024, In: Frontiers in Energy Research. 12, 1388273.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Individualized survival prediction and surgery recommendation for patients with glioblastoma

    Zhu, E., Wang, J., Jing, Q., Shi, W., Xu, Z., Ai, P., Chen, Z., Dai, Z., Shan, D. & Ai, Z., 9/05/2024, In: Frontiers in Medicine. 11, 1330907.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Optimizing adjuvant treatment options for patients with glioblastoma

    Zhu, E., Wang, J., Shi, W., Jing, Q., Ai, P., Shan, D. & Ai, Z., 21/02/2024, In: Frontiers in Neurology. 15, 1326591.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Advancements in Financial Document Structure Extraction: Insights from Five Years of FinTOC (2019-2023)

    Kang, J., Patel, M., Agrawal, A., Sevitha, S., Srinivasa, R., Bellato, S., Kumar, M. A., Tsang, N. & El-Haj, M., 22/01/2024, Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J. C.-W. & Agrawal, R. (eds.). Los Alamitos, CA, USA: IEEE Computer Society Press, p. 2839-2844 6 p. (Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  8. Aircraft Detection from Low SCNR SAR Imagery Using Coherent Scattering Enhancement and Fused Attention Pyramid

    Zhang, X., Hu, D., Li, S., Luo, Y., Li, J. & Zhang, C., 12/09/2023, In: Remote Sensing. 15, 18, 4480.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Intelligent Retrieval of Radar Reflectivity Factor With Privacy Protection Under Meteorological Satellite Remote Sensing

    Lin, H., Xu, X., Bilal, M., Cheng, Y. & Liu, D., 19/07/2023, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 16, p. 6948-6957 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Unassisted Clinicians Versus Deep Learning-Assisted Clinicians in Image-Based Cancer Diagnostics: Systematic Review With Meta-analysis

    Xue, P., Si, M., Qin, D., Wei, B., Seery, S., Ye, Z., Chen, M., Wang, S., Song, C., Zhang, B., Ding, M., Zhang, W., Bai, A., Yan, H., Dang, L., Zhao, Y., Rezhake, R., Zhang, S., Qiao, Y. & Qu, Y. & 1 others, Jiang, Y., 2/03/2023, In: Journal of Medical Internet Research. 25, 16 p., e43832.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Improving face recognition using deep autoencoders and feature fusion

    Khider, A., Djemili, R., Bouridane, A. & Jiang, R., 30/01/2023, In: International Journal of Biometrics. 15, 1, p. 40-58 19 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

More results »

Activities

  1. XAI Explainability for AEC - The Parametric Social Distance Lab

    Fagan, D. (Speaker)

    2/12/2022

    Activity: Talk or presentation types › Invited talk