David A. Wood | MANIFOLD Labhttps://manifold-cs.ml/author/david-a.-wood/David A. WoodHugo Blox Builder (https://hugoblox.com)en-usWed, 01 Jan 2025 00:00:00 +0000https://manifold-cs.ml/media/icon_hu11734318148517933569.pngDavid A. Woodhttps://manifold-cs.ml/author/david-a.-wood/Brain-age in ultra-low-field MRI: how well does it work?https://manifold-cs.ml/publication/brain-age-in-ultra-low-field-mri-how-well-does-it-work/Wed, 01 Jan 2025 00:00:00 +0000https://manifold-cs.ml/publication/brain-age-in-ultra-low-field-mri-how-well-does-it-work/<p><strong>Authors:</strong> Francesca Biondo, Carly Bennallick, Sophie A. Martin, Lemuel Puglisi, Thomas C. Booth, David A. Wood, Juan Eugenio Iglesias, František Váša, James H. Cole</p> <p><strong>DOI:</strong> <a href="https://doi.org/10.1101/2025.10.19.25338298" target="_blank" rel="noopener">https://doi.org/10.1101/2025.10.19.25338298</a></p>Factors affecting the labelling accuracy of brain MRI studies relevant for deep learning abnormality detectionhttps://manifold-cs.ml/publication/factors-affecting-the-labelling-accuracy-of-brain-mri-studies-relevant-for-deep-learning-abnormality-detection/Sun, 01 Jan 2023 00:00:00 +0000https://manifold-cs.ml/publication/factors-affecting-the-labelling-accuracy-of-brain-mri-studies-relevant-for-deep-learning-abnormality-detection/<p><strong>Authors:</strong> Matthew Benger, David A. Wood, Sina Kafiabadi, Aisha Al Busaidi, Emily Guilhem, Jeremy Lynch, Matthew Townend, Antanas Montvila, Juveria Siddiqui, Naveen Gadapa, Gareth Barker, Sebastian Ourselin, James H. Cole, Thomas C. Booth</p> <p><strong>DOI:</strong> <a href="https://doi.org/10.3389/fradi.2023.1251825" target="_blank" rel="noopener">https://doi.org/10.3389/fradi.2023.1251825</a></p>Accurate brain‐age models for routine clinical MRI examinationshttps://manifold-cs.ml/publication/accurate-brain-age-models-for-routine-clinical-mri-examinations/Sat, 01 Jan 2022 00:00:00 +0000https://manifold-cs.ml/publication/accurate-brain-age-models-for-routine-clinical-mri-examinations/<p><strong>Authors:</strong> David A. Wood, Sina Kafiabadi, Ayisha Al Busaidi, Emily Guilhem, Antanas Montvila, Jeremy Lynch, Matthew Townend, Siddharth Agarwal, Asif Mazumder, Gareth J. Barker, Sebastien Ourselin, James H. Cole, Thomas C. Booth</p> <p><strong>DOI:</strong> <a href="https://doi.org/10.1016/j.neuroimage.2022.118871" target="_blank" rel="noopener">https://doi.org/10.1016/j.neuroimage.2022.118871</a></p>Deep learning models for triaging hospital head MRI examinationshttps://manifold-cs.ml/publication/deep-learning-models-for-triaging-hospital-head-mri-examinations/Sat, 01 Jan 2022 00:00:00 +0000https://manifold-cs.ml/publication/deep-learning-models-for-triaging-hospital-head-mri-examinations/<p><strong>Authors:</strong> David A. Wood, Sina Kafiabadi, Ayisha Al Busaidi, Emily Guilhem, Antanas Montvila, Jeremy Lynch, Matthew Townend, Siddharth Agarwal, Asif Mazumder, Gareth J. Barker, Sebastien Ourselin, James H. Cole, Thomas C. Booth</p> <p><strong>DOI:</strong> <a href="https://doi.org/10.1016/j.media.2022.102391" target="_blank" rel="noopener">https://doi.org/10.1016/j.media.2022.102391</a></p>Deep learning to automate the labelling of head MRI datasets for computer vision applicationshttps://manifold-cs.ml/publication/deep-learning-to-automate-the-labelling-of-head-mri-datasets-for-computer-vision-applications/Fri, 01 Jan 2021 00:00:00 +0000https://manifold-cs.ml/publication/deep-learning-to-automate-the-labelling-of-head-mri-datasets-for-computer-vision-applications/<p><strong>Authors:</strong> David A. Wood, Sina Kafiabadi, Aisha Al Busaidi, Emily L. Guilhem, Jeremy Lynch, Matthew K. Townend, Antanas Montvila, Martin Kiik, Juveria Siddiqui, Naveen Gadapa, Matthew D. Benger, Asif Mazumder, Gareth Barker, Sebastian Ourselin, James H. Cole, Thomas C. Booth</p> <p><strong>DOI:</strong> <a href="https://doi.org/10.1007/s00330-021-08132-0" target="_blank" rel="noopener">https://doi.org/10.1007/s00330-021-08132-0</a></p>Labelling Imaging Datasets on the Basis of Neuroradiology Reports: A Validation Studyhttps://manifold-cs.ml/publication/labelling-imaging-datasets-on-the-basis-of-neuroradiology-reports-a-validation-study/Wed, 01 Jan 2020 00:00:00 +0000https://manifold-cs.ml/publication/labelling-imaging-datasets-on-the-basis-of-neuroradiology-reports-a-validation-study/<p><strong>Authors:</strong> David A. Wood, Sina Kafiabadi, Aisha Al Busaidi, Emily Guilhem, Jeremy Lynch, Matthew Townend, Antanas Montvila, Juveria Siddiqui, Naveen Gadapa, Matthew Benger, Gareth Barker, Sebastian Ourselin, James H. Cole, Thomas C. Booth</p> <p><strong>DOI:</strong> <a href="https://doi.org/10.1007/978-3-030-61166-8_27" target="_blank" rel="noopener">https://doi.org/10.1007/978-3-030-61166-8_27</a></p>