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All Publications

Displaying 7 results.
    • 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
    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)
    • 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
    • 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
    • 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
    • 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