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Journal Articles
- 2022
[j4]Konstantinos Zormpas-Petridis
, Nina Tunariu, David J. Collins, Christina Messiou, Dow-Mu Koh, Matthew D. Blackledge:
Deep-learned estimation of uncertainty in measurements of apparent diffusion coefficient from whole-body diffusion-weighted MRI. Comput. Biol. Medicine 149: 106091 (2022)- 2016
- [j3]Matthew D. Blackledge, David J. Collins, Dow-Mu Koh, Martin O. Leach:
Rapid development of image analysis research tools: Bridging the gap between researcher and clinician with pyOsiriX. Comput. Biol. Medicine 69: 203-212 (2016) - [j2]Lin Cheng, Matthew D. Blackledge, David J. Collins, Matthew R. Orton, Neil P. Jerome, Thorsten Feiweier, Mihaela Rata, Veronica Morgan, Nina Tunariu, Martin O. Leach, Dow-Mu Koh:
T2-adjusted computed diffusion-weighted imaging: A novel method to enhance tumour visualisation. Comput. Biol. Medicine 79: 92-98 (2016) - 2013
- [j1]Hoo-Chang Shin, Matthew Orton, David J. Collins, Simon J. Doran, Martin O. Leach:
Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data. IEEE Trans. Pattern Anal. Mach. Intell. 35(8): 1930-1943 (2013)
Conference and Workshop Papers
- 2017
- [c3]Rafael Valero-Fernandez, David J. Collins, Colin Rigby, James Bailey:
Towards Accurate Predictions of Customer Purchasing Patterns. CIT 2017: 157-161 - 2011
- [c2]Hoo-Chang Shin, Matthew Orton, David J. Collins, Simon J. Doran, Martin O. Leach:
Autoencoder in Time-Series Analysis for Unsupervised Tissues Characterisation in a Large Unlabelled Medical Image Dataset. ICMLA (1) 2011: 259-264 - 2010
- [c1]Jonathan Yu, David J. Collins, Alireza Yasan, Sanghoon Bae, Shri Ramaswami:
Hot pixel reduction in CMOS image sensor pixels. Digital Photography 2010: 753704
Coauthor Index
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