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Article

Yap, CH, Cunningham, R ORCID: https://orcid.org/0000-0001-6883-6515, Davison, AK and Yap, MH (2021) Synthesising facial macro-and micro-expressions using reference guided style transfer. Journal of Imaging, 7 (8). p. 142. ISSN 2313-433X

Cunningham, Ryan ORCID: https://orcid.org/0000-0001-6883-6515 and Loram, Ian ORCID: https://orcid.org/0000-0001-8125-6320 (2020) Estimation of Absolute States of Human Skeletal Muscle via Standard B-Mode Ultrasound Imaging and Deep Convolutional Neural Networks. Journal of the Royal Society Interface, 17 (162). ISSN 1742-5662

Loram, Ian, Siddique, Abdul, Sanchez Puccini, Maria Beatriz Beatriz, Harding, Peter, Silverdale, Monty, Kobylecki, Christopher and Cunningham, Ryan James ORCID: https://orcid.org/0000-0001-6883-6515 (2020) Objective analysis of neck muscle boundaries for cervical dystonia using ultrasound imaging and deep learning. IEEE Journal of Biomedical and Health Informatics, 24 (4). pp. 1016-1027. ISSN 2168-2194

Cunningham, Ryan ORCID: https://orcid.org/0000-0001-6883-6515, Sánchez, María B, Butler, Penelope B, Southgate, Matthew J ORCID: https://orcid.org/0000-0001-7350-2448 and Loram, Ian D ORCID: https://orcid.org/0000-0001-8125-6320 (2019) Fully automated image-based estimation of postural point-features in children with cerebral palsy using deep learning. Royal Society Open Science, 6 (11). ISSN 2054-5703

Cunningham, R, Sánchez, M, May, G and Loram, I (2018) Estimating Full Regional Skeletal Muscle Fibre Orientation from B-Mode Ultrasound Images Using Convolutional, Residual, and Deconvolutional Neural Networks. Journal of Imaging, 4 (2). ISSN 2313-433X

Conference or Workshop Item

Cunningham, R, Harding, P and Loram, I (2017) Deep residual networks for quantification of muscle fiber orientation and curvature from ultrasound images. In: 21st Annual Conference, Medical Image Understanding and Analysis (MIUA 2017), 11 July 2017 - 13 July 2017, Edinburgh, UK.

Dataset

Loram, Ian D ORCID: https://orcid.org/0000-0001-8125-6320, Siddique, Abdul, Sánchez, María B, Harding, Peter J ORCID: https://orcid.org/0000-0002-6801-1166, Silverdale, Monty, Kobylecki, Christopher and Cunningham, Ryan ORCID: https://orcid.org/0000-0001-6883-6515 (2019) Dataset accompanying publication "Objective analysis of neck muscle boundaries for cervical dystonia using ultrasound imaging and deep learning". [Dataset]