Wood DA - Search Results

1

Deep learning to automate the labelling of head MRI datasets for computer vision applications.

Wood DA, Kafiabadi S, Al Busaidi A, Guilhem EL, Lynch J, Townend MK, Montvila A, Kiik M, Siddiqui J, Gadapa N, Benger MD, Mazumder A, Barker G, Ourselin S, Cole JH, Booth TC. Wood DA, et al. Eur Radiol. 2022 Jan;32(1):725-736. doi: 10.1007/s00330-021-08132-0. Epub 2021 Jul 20. Eur Radiol. 2022. PMID: 34286375 Free PMC article.

2

Accurate brain-age models for routine clinical MRI examinations.

Wood DA, Kafiabadi S, Busaidi AA, Guilhem E, Montvila A, Lynch J, Townend M, Agarwal S, Mazumder A, Barker GJ, Ourselin S, Cole JH, Booth TC. Wood DA, et al. Neuroimage. 2022 Apr 1;249:118871. doi: 10.1016/j.neuroimage.2022.118871. Epub 2022 Jan 5. Neuroimage. 2022. PMID: 34995797 Free article.

3

Deep learning models for triaging hospital head MRI examinations.

Wood DA, Kafiabadi S, Busaidi AA, Guilhem E, Montvila A, Lynch J, Townend M, Agarwal S, Mazumder A, Barker GJ, Ourselin S, Cole JH, Booth TC. Wood DA, et al. Med Image Anal. 2022 May;78:102391. doi: 10.1016/j.media.2022.102391. Epub 2022 Feb 12. Med Image Anal. 2022. PMID: 35183876 Free article.

4

Detection of cerebral aneurysms using artificial intelligence: a systematic review and meta-analysis.

Din M, Agarwal S, Grzeda M, Wood DA, Modat M, Booth TC. Din M, et al. Among authors: wood da. J Neurointerv Surg. 2023 Mar;15(3):262-271. doi: 10.1136/jnis-2022-019456. Epub 2022 Nov 14. J Neurointerv Surg. 2023. PMID: 36375834 Free PMC article.

5

Re: "Validation study of machine-learning chest radiograph software in primary and secondary medicine".

Booth TC, Agarwal S, Wood DA. Booth TC, et al. Among authors: wood da. Clin Radiol. 2023 Jun;78(6):473. doi: 10.1016/j.crad.2023.02.019. Epub 2023 Mar 15. Clin Radiol. 2023. PMID: 36967256 No abstract available.

6

Application of deep learning models for detection of subdural hematoma: a systematic review and meta-analysis.

Agarwal S, Wood DA, Modat M, Booth TC. Agarwal S, et al. Among authors: wood da. J Neurointerv Surg. 2023 Oct;15(10):1056-1057. doi: 10.1136/jnis-2023-020218. Epub 2023 May 31. J Neurointerv Surg. 2023. PMID: 37258226 No abstract available.

7

Systematic Review of Artificial Intelligence for Abnormality Detection in High-volume Neuroimaging and Subgroup Meta-analysis for Intracranial Hemorrhage Detection.

Agarwal S, Wood D, Grzeda M, Suresh C, Din M, Cole J, Modat M, Booth TC. Agarwal S, et al. Clin Neuroradiol. 2023 Dec;33(4):943-956. doi: 10.1007/s00062-023-01291-1. Epub 2023 Jun 1. Clin Neuroradiol. 2023. PMID: 37261453 Free PMC article.

8

Factors affecting the labelling accuracy of brain MRI studies relevant for deep learning abnormality detection.

Benger M, Wood DA, Kafiabadi S, Al Busaidi A, Guilhem E, Lynch J, Townend M, Montvila A, Siddiqui J, Gadapa N, Barker G, Ourselin S, Cole JH, Booth TC. Benger M, et al. Among authors: wood da. Front Radiol. 2023 Nov 27;3:1251825. doi: 10.3389/fradi.2023.1251825. eCollection 2023. Front Radiol. 2023. PMID: 38089643 Free PMC article.

9

Glioblastoma and Radiotherapy: a multi-center AI study for Survival Predictions from MRI (GRASP study).

Chelliah A, Wood DA, Canas LS, Shuaib H, Currie S, Fatania K, Frood R, Rowland-Hill C, Thust S, Wastling SJ, Tenant S, Foweraker K, Williams M, Wang Q, Roman A, Dragos C, MacDonald M, Lau YH, Linares CA, Bassiouny A, Luis A, Young T, Brock J, Chandy E, Beaumont E, Lam TC, Welsh L, Lewis J, Mathew R, Kerfoot E, Brown R, Beasley D, Glendenning J, Brazil L, Swampillai A, Ashkan K, Ourselin S, Modat M, Booth TC. Chelliah A, et al. Among authors: wood da. Neuro Oncol. 2024 Jan 29:noae017. doi: 10.1093/neuonc/noae017. Online ahead of print. Neuro Oncol. 2024. PMID: 38285679

10

Optimising brain age estimation through transfer learning: A suite of pre-trained foundation models for improved performance and generalisability in a clinical setting.

Wood DA, Townend M, Guilhem E, Kafiabadi S, Hammam A, Wei Y, Al Busaidi A, Mazumder A, Sasieni P, Barker GJ, Ourselin S, Cole JH, Booth TC. Wood DA, et al. Hum Brain Mapp. 2024 Mar;45(4):e26625. doi: 10.1002/hbm.26625. Hum Brain Mapp. 2024. PMID: 38433665 Free PMC article.

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