David J. Collins

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 4

Top Topics

Diffusion Coefficient

Customer Behavior

Top Venues

Comput. Biol. Medicine

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

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 (2022)
Rafael Valero-Fernandez, David J. Collins, Colin Rigby, James Bailey
Towards Accurate Predictions of Customer Purchasing Patterns. CIT (2017)
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
-adjusted computed diffusion-weighted imaging: A novel method to enhance tumour visualisation. Comput. Biol. Medicine 79 (2016)
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 (2016)
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) (2013)
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)
Jonathan Yu, David J. Collins, Alireza Yasan, Sanghoon Bae, Shri Ramaswami
Hot pixel reduction in CMOS image sensor pixels. Digital Photography (2010)