Umair Javaid, PhD
Umair Javaid, PhD
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Artificial intelligence and machine learning for medical imaging: A technology review
A Barragán-Montero, U Javaid, G Valdés, D Nguyen, P Desbordes, ...
Physica Medica 83, 242-256, 2021
Multi-organ Segmentation of Chest CT Images in Radiation Oncology: Comparison of Standard and Dilated UNet
U Javaid, D Dasnoy, JA Lee
International Conference on Advanced Concepts for Intelligent Vision Systems …, 2018
Mitigating inherent noise in Monte Carlo dose distributions using dilated U‐Net
U Javaid, K Souris, D Dasnoy, S Huang, JA Lee
Medical Physics 46 (12), 5790-5798, 2019
Using planning CTs to enhance CNN-based bladder segmentation on cone beam CT
E Brion, J Léger, U Javaid, J Lee, C De Vleeschouwer, B Macq
Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and …, 2019
Contour propagation in CT scans with convolutional neural networks
J Léger, E Brion, U Javaid, J Lee, C De Vleeschouwer, B Macq
Advanced Concepts for Intelligent Vision Systems: 19th International …, 2018
Denoising proton therapy Monte Carlo dose distributions in multiple tumor sites: A comparative neural networks architecture study
U Javaid, K Souris, S Huang, JA Lee
Physica Medica 89, 93-103, 2021
Semantic segmentation of computed tomography for radiotherapy with deep learning: compensating insufficient annotation quality using contour augmentation
U Javaid, D Dasnoy, JA Lee
Medical Imaging 2019: Image Processing 10949, 682-694, 2019
Capturing Variabilities from Computed Tomography Images with Generative Adversarial Networks
U Javaid, J Lee
European Symposium on Artificial Neural Networks, Computational Intelligence …, 2018
Rogue device mitigation in the internet of things: a blockchain-based access control approach
U Javaid, F Jameel, U Javaid, MT Raza Khan, R Jäntti
Mobile Information Systems 2020, 1-13, 2020
Denoising of Monte Carlo Dose Distributions Using UNet
U Javaid, K Souris, D Dasnoy, AB Montero, S Huang, J Lee
MEDICAL PHYSICS 46 (6), E120-E120, 2019
Segmentation of CT images with AI: compensating annotation uncertainties using contour augmentation
U Javaid, D Dasnoy, J Lee
Radiotherapy and Oncology 133, S562-S563, 2019
OC-0089 Mitigating inherent noise in Monte-Carlo dose distributions using UNet
U Javaid, J Lee, K Souris, S Huang, J Madrigal
Radiotherapy and Oncology 133, S44-S45, 2019
Automated image segmentation and accelerated dose calculation for proton therapy using deep convolutional neural networks.
U Javaid
Catholic University of Louvain, Louvain-la-Neuve, Belgium, 2021
OC-0214: Comparison of deep convolutional neural networks to denoise Monte Carlo proton dose distributions
U Javaid, K Souris, S Huang, JA Lee
Radiotherapy and Oncology 152, S107-S108, 2020
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