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Tom Doel
Tom Doel
Code Choreography Limited. Previously at UCL, Oxford.
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Interactive medical image segmentation using deep learning with image-specific fine tuning
G Wang, W Li, MA Zuluaga, R Pratt, PA Patel, M Aertsen, T Doel, ...
IEEE transactions on medical imaging 37 (7), 1562-1573, 2018
7982018
NiftyNet: a deep-learning platform for medical imaging
E Gibson, W Li, C Sudre, L Fidon, DI Shakir, G Wang, Z Eaton-Rosen, ...
Computer methods and programs in biomedicine 158, 113-122, 2018
6632018
DeepIGeoS: a deep interactive geodesic framework for medical image segmentation
G Wang, MA Zuluaga, W Li, R Pratt, PA Patel, M Aertsen, T Doel, ...
IEEE transactions on pattern analysis and machine intelligence 41 (7), 1559-1572, 2018
4072018
An automated framework for localization, segmentation and super-resolution reconstruction of fetal brain MRI
M Ebner, G Wang, W Li, M Aertsen, PA Patel, R Aughwane, A Melbourne, ...
NeuroImage 206, 116324, 2020
2102020
Determining a viewpoint for navigating a virtual camera through a biological object with a lumen
D Gauldie, D Mayne, S Mital, TMAW Doel, KT Cruickshank
US Patent 7,853,058, 2010
912010
Review of automatic pulmonary lobe segmentation methods from CT
T Doel, DJ Gavaghan, V Grau
Computerized Medical Imaging and Graphics 40, 13-29, 2015
862015
Slic-Seg: A minimally interactive segmentation of the placenta from sparse and motion-corrupted fetal MRI in multiple views
G Wang, MA Zuluaga, R Pratt, M Aertsen, T Doel, M Klusmann, AL David, ...
Medical image analysis 34, 137-147, 2016
812016
GIFT-Cloud: A data sharing and collaboration platform for medical imaging research
T Doel, DI Shakir, R Pratt, M Aertsen, J Moggridge, E Bellon, AL David, ...
computer methods and programs in biomedicine 139, 181-190, 2017
662017
Computational modeling of the obstructive lung diseases asthma and COPD
KS Burrowes, T Doel, C Brightling
Journal of Translational Medicine 12 (Suppl 2), S5, 2014
632014
An automated localization, segmentation and reconstruction framework for fetal brain MRI
M Ebner, G Wang, W Li, M Aertsen, PA Patel, R Aughwane, A Melbourne, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st ¡¦, 2018
552018
Chronic Obstructive Pulmonary Disease: Lobar Analysis with Hyperpolarized 129Xe MR Imaging
TN Matin, N Rahman, AH Nickol, M Chen, X Xu, NJ Stewart, T Doel, ...
Radiology 282 (3), 857-868, 2017
512017
Pulmonary lobe segmentation from CT images using fissureness, airways, vessels and multilevel B-splines
T Doel, TN Matin, FV Gleeson, DJ Gavaghan, V Grau
2012 9th IEEE international symposium on biomedical imaging (Isbi), 1491-1494, 2012
452012
Dynamically balanced online random forests for interactive scribble-based segmentation
G Wang, MA Zuluaga, R Pratt, M Aertsen, T Doel, M Klusmann, AL David, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2016: 19th ¡¦, 2016
202016
Novel CT-based objective imaging biomarkers of long-term radiation-induced lung damage
C Veiga, D Landau, A Devaraj, T Doel, J White, Y Ngai, DJ Hawkes, ...
International Journal of Radiation Oncology* Biology* Physics 102 (4), 1287-1298, 2018
132018
Pulmonary toolkit
T Doel
122018
Design choices for productive, secure, data-intensive research at scale in the cloud
D Arenas, J Atkins, C Austin, D Beavan, AC Egea, S Carlysle-Davies, ...
arXiv preprint arXiv:1908.08737, 2019
92019
Placenta imaging workshop 2018 report: multiscale and multimodal approaches
P Slator, R Aughwane, G Cade, D Taylor, AL David, R Lewis, E Jauniaux, ...
Placenta 79, 78-82, 2019
72019
A combined image-modelling approach assessing the impact of hyperinflation due to emphysema on regional ventilation–perfusion matching
KS Burrowes, T Doel, M Kim, C Vargas, J Roca, V Grau, D Kay
Computer Methods in Biomechanics and Biomedical Engineering: Imaging ¡¦, 2017
52017
Evaluation of automated airway morphological quantification for assessing fibrosing lung disease
A Pakzad, WK Cheung, K Quan, N Mogulkoc, CHM Van Moorsel, ...
arXiv preprint arXiv:2111.10443, 2021
32021
Developing clinical measures of lung function in COPD patients using medical imaging and computational modelling
T Doel
University of Oxford, 2012
32012
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