Bryan W Scotney
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Explore the profile of Bryan W Scotney including associated specialties, affiliations and a list of published articles.
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16
Citations
64
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Recent Articles
1.
Marshall F, Zhang S, Scotney B
J Healthc Inform Res
. 2023 Feb;
6(4):401-422.
PMID: 36744085
With increasing numbers of people living with dementia, there is growing interest in the automatic monitoring of agitation. Current assessments rely on carer observations within a framework of behavioural scales....
2.
Chaurasia P, McClean S, Nugent C, Cleland I, Zhang S, Donnelly M, et al.
Pers Ubiquitous Comput
. 2022 Apr;
26(2):365-384.
PMID: 35368316
The work described in this paper builds upon our previous research on adoption modelling and aims to identify the best subset of features that could offer a better understanding of...
3.
Rampun A, Jarvis D, Griffiths P, Zwiggelaar R, Scotney B, Armitage P
J Imaging
. 2021 Oct;
7(10).
PMID: 34677286
In this work, we develop the Single-Input Multi-Output U-Net (SIMOU-Net), a hybrid network for foetal brain segmentation inspired by the original U-Net fused with the holistically nested edge detection (HED)...
4.
Rampun A, Morrow P, Scotney B, Wang H
Comput Biol Med
. 2020 Jul;
122:103842.
PMID: 32658733
We investigate various channel encoding techniques applied to breast density classification in mammograms; specifically, local binary, ternary, and quinary encoding approaches are considered. Subsequently, we propose a new encoding approach...
5.
Rampun A, Lopez-Linares K, Morrow P, Scotney B, Wang H, Ocana I, et al.
Med Image Anal
. 2019 Jun;
57:1-17.
PMID: 31254729
This paper presents a method for automatic breast pectoral muscle segmentation in mediolateral oblique mammograms using a Convolutional Neural Network (CNN) inspired by the Holistically-nested Edge Detection (HED) network. Most...
6.
Rampun A, Scotney B, Morrow P, Wang H, Winder J
Artif Intell Med
. 2018 Nov;
97:44-60.
PMID: 30420243
In medical computer aided diagnosis systems, image segmentation is one of the major pre-processing steps used to ensure only the region of interest, such as the breast region, will be...
7.
Rampun A, Morrow P, Scotney B, Winder J
Artif Intell Med
. 2017 Jun;
79:28-41.
PMID: 28606722
Breast and pectoral muscle segmentation is an essential pre-processing step for the subsequent processes in computer aided diagnosis (CAD) systems. Estimating the breast and pectoral boundaries is a difficult task...
8.
Chaurasia P, McClean S, Nugent C, Cleland I, Zhang S, Donnelly M, et al.
Annu Int Conf IEEE Eng Med Biol Soc
. 2017 Mar;
2016:4407-4410.
PMID: 28269255
A wide range of assistive technologies have been developed to support the elderly population with the goal of promoting independent living. The adoption of these technology based solutions is, however,...
9.
Chaurasia P, McClean S, Nugent C, Cleland I, Zhang S, Donnelly M, et al.
J Biomed Inform
. 2016 Sep;
63:235-248.
PMID: 27586863
Purpose: Assistive technologies have been identified as a potential solution for the provision of elderly care. Such technologies have in general the capacity to enhance the quality of life and...
10.
Gardiner B, Coleman S, Scotney B
IEEE Trans Image Process
. 2016 Feb;
25(4):1849-61.
PMID: 26890865
In recent years, the processing of hexagonal pixel-based images has been investigated, and as a result, a number of edge detection algorithms for direct application to such image structures have...