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Ryan Cunningham
Ryan Cunningham
Centre for Advanced Computational Science, Manchester Metropolitan University
Verified email at mmu.ac.uk - Homepage
Title
Cited by
Cited by
Year
Real-Time Ultrasound Segmentation, Analysis and Visualisation of Deep Cervical Muscle Structure
RJ Cunningham, PJ Harding, ID Loram
IEEE transactions on medical imaging 36 (2), 653-665, 2017
472017
Estimating Full Regional Skeletal Muscle Fibre Orientation from B-Mode Ultrasound Images Using Convolutional, Residual, and Deconvolutional Neural Networks
R Cunningham, M Sánchez, G May, I Loram
Journal of Imaging 4 (2), 2018
402018
3D-CNN for Facial Micro-and Macro-expression Spotting on Long Video Sequences using Temporal Oriented Reference Frame
CH Yap, MH Yap, AK Davison, R Cunningham
arXiv preprint arXiv:2105.06340, 2021
362021
Proactive Selective Inhibition Targeted at the Neck Muscles: This Proximal Constraint Facilitates Learning and Regulates Global Control
ID Loram, B Bate, P Harding, R Cunningham, A Loram
IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (4 …, 2017
292017
Estimation of absolute states of human skeletal muscle via standard B-mode ultrasound imaging and deep convolutional neural networks
RJ Cunningham, ID Loram
Journal of the Royal Society Interface 17 (162), 20190715, 2020
262020
Deep Residual Networks for Quantification of Muscle Fiber Orientation and Curvature from Ultrasound Images
R Cunningham, P Harding, I Loram
Annual Conference on Medical Image Understanding and Analysis, 63-73, 2017
232017
Fully automated image-based estimation of postural point-features in children with cerebral palsy using deep learning
R Cunningham, MB Sánchez, PB Butler, MJ Southgate, ID Loram
Royal Society Open Science 6 (11), 191011, 2019
192019
Objective analysis of neck muscle boundaries for cervical dystonia using ultrasound imaging and deep learning
I Loram, A Siddique, MB Sánchez, P Harding, M Silverdale, C Kobylecki, ...
IEEE journal of biomedical and health informatics 24 (4), 1016-1027, 2020
172020
The Application of Deep Convolutional Neural Networks to Ultrasound for Modelling of Dynamic States within Human Skeletal Muscle
RJ Cunningham, PJ Harding, ID Loram
arXiv preprint arXiv:1706.09450, 2017
172017
The Application of B-Mode Ultrasonography For Analysis of Human Skeletal Muscle
R Cunningham
Manchester Metropolitan University, 2015
92015
Efficient lightweight 3d-cnn using frame skipping and contrast enhancement for facial macro-and micro-expression spotting
CH Yap, MH Yap, AK Davison, R Cunningham
arXiv e-prints, arXiv: 2105.06340, 2021
82021
Ultrasound segmentation of cervical muscle during head motion: A dataset and a benchmark using deconvolutional neural networks
R Cunningham, MB Sánchez, ID Loram
Engineering Archive, 2019
72019
Intermittent Control of Unstable Multivariate Systems with Uncertain System Parameters
I Loram, R Cunningham, J Zenzeri, H Gollee
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
72016
Automated Detection of Skeletal Muscle Twitches from B-Mode Ultrasound Images: An Application to Motor Neuron Disease
PJ Harding, EF Hodson-Tole, R Cunningham, I Loram, N Costen
Pattern Recognition (ICPR), 2012 21st International Conference on, 2630-2633, 2012
62012
Object Localisation via Action Recognition
J Darby, B Li, R Cunningham, N Costen
IEEE (© ICPR2012 Organizing Committee), 2012
52012
Synthesising Facial Macro-and Micro-Expressions Using Reference Guided Style Transfer
CH Yap, R Cunningham, AK Davison, MH Yap
Journal of Imaging 7 (8), 142, 2021
42021
Segmentation of neck muscles using ultrasound in cervical dystonia
A Siddique, R Cunningham, M Silverdale, P Harding, I Loram, ...
Mov. Disord 33, S322, 2018
22018
Automated Measurement of Human Skeletal Calf Muscle Contraction via B-Mode Ultrasound Imaging
R Cunningham, P Harding, I Loram, NP Costen
17th Int. Conf. Medical Imaging, Understanding Analysis, Birmingham, UK, 2013
22013
Self-supervised spontaneous latent-based facial expression sequence generation
CH Yap, MH Yap, AK Davison, R Cunningham
IEEE Open Journal of Signal Processing, 2023
2023
3D-CNN for Facial Micro-and Macro-expression Spotting on Long Video Sequences using Temporal Oriented Reference Frame
CH Yap, MH Yap, AK Davison, R Cunningham
arXiv preprint arXiv:2105.06340, 2021
2021
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