David J. Collins

According to our database, David J. Collins authored at least 7 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Deep-learned estimation of uncertainty in measurements of apparent diffusion coefficient from whole-body diffusion-weighted MRI.

Konstantinos Zormpas-Petridis, Nina Tunariu, David J. Collins, Christina Messiou, Dow-Mu Koh, Matthew D. Blackledge

Comput. Biol. Medicine, 2022

2017

Towards Accurate Predictions of Customer Purchasing Patterns.

Rafael Valero-Fernandez, David J. Collins, Colin Rigby, James Bailey

Proceedings of the 2017 IEEE International Conference on Computer and Information Technology, 2017

2016

T₂-adjusted computed diffusion-weighted imaging: A novel method to enhance tumour visualisation.

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

Comput. Biol. Medicine, 2016

Rapid development of image analysis research tools: Bridging the gap between researcher and clinician with pyOsiriX.

Matthew D. Blackledge, David J. Collins, Dow-Mu Koh, Martin O. Leach

Comput. Biol. Medicine, 2016

2013

Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data.

Hoo-Chang Shin, Matthew Orton, David J. Collins, Simon J. Doran, Martin O. Leach

IEEE Trans. Pattern Anal. Mach. Intell., 2013

2011

Autoencoder in Time-Series Analysis for Unsupervised Tissues Characterisation in a Large Unlabelled Medical Image Dataset.

Hoo-Chang Shin, Matthew Orton, David J. Collins, Simon J. Doran, Martin O. Leach

Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

2010

Hot pixel reduction in CMOS image sensor pixels.

Jonathan Yu, David J. Collins, Alireza Yasan, Sanghoon Bae, Shri Ramaswami

Proceedings of the Digital Photography VI, 2010