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Displaying 10 results.
    • Dissertation
    Automated image segmentation and accelerated dose calculation for proton therapy using deep convolutional neural networks
    Javaid, Umair[UCL] (2021)
    • Speech
    Capturing Variabilities from Computed Tomography Images with Generative Adversarial Networks
    Javaid, Umair[UCL] Lee, John Aldo[UCL] (2018) European Symposium on Artificial Neural Networks - ESANN'18 — Bruges, Belgium
    • Journal article
    Rogue Device Mitigation in the Internet of Things: A Blockchain-Based Access Control Approach
    Javaid, Uzair Jameel, Furqan Javaid, Umair[UCL] Raza Khan, Muhammad Toaha Jäntti, Riku Li, Zengpeng (2020) Mobile Information Systems — Vol. 2020, no.8831976, p. 1-13 (2020)
    • Speech
    Multi-organ Segmentation of Chest CT Images in Radiation Oncology: Comparison of Standard and Dilated UNet
    Javaid, Umair[UCL] Dasnoy-Sumell, Damien[UCL] Lee, John Aldo[UCL] (2018) Advanced Concepts for Intelligent Vision Systems - ACIVS'18 — Poitiers, France
    • Journal article
    Mitigating inherent noise in Monte Carlo dose distributions using dilated U‐Net
    Javaid, Umair[UCL] Souris, Kevin[UCL] Dasnoy-Sumell, Damien[UCL] Huang, Sheng Lee, John Aldo[UCL] (2019) Medical Physics — Vol. 46, no.12, p. 5790-5798 (2019)
    • Journal article
    Artificial intelligence and machine learning for medical imaging: A technology review
    Barragan Montero, Ana Maria[UCL] Javaid, Umair[UCL] Valdés, Gilmer Nguyen, Dan Desbordes, Paul[UCL] Macq, Benoît[UCL] Willems, Siri Vandewinckele, Liesbeth Holmström, Mats Löfman, Fredrik Michiels, Steven[UCL] Souris, Kevin[UCL] Sterpin, Edmond[UCL] Lee, John Aldo[UCL] (2021) Physica Medica — Vol. 83, p. 242-256 (2021)
    • Speech
    Using planning CTs to enhance CNN-based bladder segmentation on Cone Beam CT
    Brion, Eliott[UCL] Léger, Jean[UCL] Javaid, Umair[UCL] Lee, John Aldo[UCL] De Vleeschouwer, Christophe[UCL] Macq, Benoît[UCL] (2019) SPIE Medical Imaging 2019 — San Diego, California, United States
    • Journal article
    Denoising proton therapy Monte Carlo dose distributions in multiple tumor sites: A comparative neural networks architecture study.
    Javaid, Umair[UCL] Souris, Kevin[UCL] Huang, Sheng Lee, John Aldo[UCL] (2021) Physica medica — Vol. 89, p. 93-103 (2021)
    • Speech
    Contour Propagation in CT Scans with Convolutional Neural Networks
    Léger, Jean[UCL] Brion, Eliott[UCL] Javaid, Umair[UCL] Lee, John Aldo[UCL] De Vleeschouwer, Christophe[UCL] Macq, Benoît[UCL] (2018) Advanced Concepts for Intelligent Vision Systems — France
    • Speech
    Semantic segmentation of computed tomography for radiotherapy with deep learning: compensating insufficient annotation quality using contour augmentation
    Javaid, Umair[UCLouvain] Dasnoy-Sumell, Damien[UCL] Lee, John Aldo[UCL] (2019) Image Processing — San Diego, United States