Dr Kevin D. McCay
PhD (Co-supervised with Dr Edmond S. L. Ho)
, 2018 - 2022
Northumbria University
, UK
- Research topic: Infant motion analysis for disease diagnosis
- Examiners: Prof. Yonghong Peng, Dr Kamlesh Mistry
- Funded by Northumbria University
- Collaborated with Royal Victoria Infirmary on a motion analysis research project.
Publications with the Team
A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants Impact Factor: 4.8† Citation: 39#
IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2022
Kevin D. McCay, Pengpeng Hu, Hubert P. H. Shum, Wai Lok Woo, Claire Marcroft, Nicholas D. Embleton, Adrian Munteanu and Edmond S. L. Ho
Topics: Biomedical Engineering, Motion Analysis, Video Analysis, Healthcare Diagnosis
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IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2022
Kevin D. McCay, Pengpeng Hu, Hubert P. H. Shum, Wai Lok Woo, Claire Marcroft, Nicholas D. Embleton, Adrian Munteanu and Edmond S. L. Ho
Topics: Biomedical Engineering, Motion Analysis, Video Analysis, Healthcare Diagnosis
Webpage Cite This Plain Text
Kevin D. McCay, Pengpeng Hu, Hubert P. H. Shum, Wai Lok Woo, Claire Marcroft, Nicholas D. Embleton, Adrian Munteanu and Edmond S. L. Ho, "A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 30, pp. 8-19, IEEE, 2022.
Bibtex @article{mccay22posebased,
author={McCay, Kevin D. and Hu, Pengpeng and Shum, Hubert P. H. and Woo, Wai Lok and Marcroft, Claire and Embleton, Nicholas D. and Munteanu, Adrian and Ho, Edmond S. L.},
journal={IEEE Transactions on Neural Systems and Rehabilitation Engineering},
title={A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants},
year={2022},
volume={30},
pages={8--19},
numpages={12},
doi={10.1109/TNSRE.2021.3138185},
issn={1534-4320 },
publisher={IEEE},
}
RIS author={McCay, Kevin D. and Hu, Pengpeng and Shum, Hubert P. H. and Woo, Wai Lok and Marcroft, Claire and Embleton, Nicholas D. and Munteanu, Adrian and Ho, Edmond S. L.},
journal={IEEE Transactions on Neural Systems and Rehabilitation Engineering},
title={A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants},
year={2022},
volume={30},
pages={8--19},
numpages={12},
doi={10.1109/TNSRE.2021.3138185},
issn={1534-4320 },
publisher={IEEE},
}
TY - JOUR
AU - McCay, Kevin D.
AU - Hu, Pengpeng
AU - Shum, Hubert P. H.
AU - Woo, Wai Lok
AU - Marcroft, Claire
AU - Embleton, Nicholas D.
AU - Munteanu, Adrian
AU - Ho, Edmond S. L.
T2 - IEEE Transactions on Neural Systems and Rehabilitation Engineering
TI - A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants
PY - 2022
VL - 30
SP - 8
EP - 19
DO - 10.1109/TNSRE.2021.3138185
SN - 1534-4320
PB - IEEE
ER -
Paper GitHubAU - McCay, Kevin D.
AU - Hu, Pengpeng
AU - Shum, Hubert P. H.
AU - Woo, Wai Lok
AU - Marcroft, Claire
AU - Embleton, Nicholas D.
AU - Munteanu, Adrian
AU - Ho, Edmond S. L.
T2 - IEEE Transactions on Neural Systems and Rehabilitation Engineering
TI - A Pose-Based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants
PY - 2022
VL - 30
SP - 8
EP - 19
DO - 10.1109/TNSRE.2021.3138185
SN - 1534-4320
PB - IEEE
ER -
Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features REF 2021 Submitted Output Impact Factor: 3.4† Citation: 80#
IEEE Access, 2020
Kevin D. McCay, Edmond S. L. Ho, Hubert P. H. Shum, Gerhard Fehringer, Claire Marcroft and Nicholas Embleton
Topics: Biomedical Engineering, Motion Analysis, Video Analysis, Datasets, Healthcare Diagnosis, Responsible AI
Webpage Cite This Plain Text
IEEE Access, 2020
Kevin D. McCay, Edmond S. L. Ho, Hubert P. H. Shum, Gerhard Fehringer, Claire Marcroft and Nicholas Embleton
Topics: Biomedical Engineering, Motion Analysis, Video Analysis, Datasets, Healthcare Diagnosis, Responsible AI
Webpage Cite This Plain Text
Kevin D. McCay, Edmond S. L. Ho, Hubert P. H. Shum, Gerhard Fehringer, Claire Marcroft and Nicholas Embleton, "Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features," IEEE Access, vol. 8, no. 1, pp. 51582-51592, IEEE, 2020.
Bibtex @article{mccay20abnormal,
author={McCay, Kevin D. and Ho, Edmond S. L. and Shum, Hubert P. H. and Fehringer, Gerhard and Marcroft, Claire and Embleton, Nicholas},
journal={IEEE Access},
title={Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features},
year={2020},
volume={8},
number={1},
pages={51582--51592},
numpages={11},
doi={10.1109/ACCESS.2020.2980269},
issn={2169-3536},
publisher={IEEE},
}
RIS author={McCay, Kevin D. and Ho, Edmond S. L. and Shum, Hubert P. H. and Fehringer, Gerhard and Marcroft, Claire and Embleton, Nicholas},
journal={IEEE Access},
title={Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features},
year={2020},
volume={8},
number={1},
pages={51582--51592},
numpages={11},
doi={10.1109/ACCESS.2020.2980269},
issn={2169-3536},
publisher={IEEE},
}
TY - JOUR
AU - McCay, Kevin D.
AU - Ho, Edmond S. L.
AU - Shum, Hubert P. H.
AU - Fehringer, Gerhard
AU - Marcroft, Claire
AU - Embleton, Nicholas
T2 - IEEE Access
TI - Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features
PY - 2020
VL - 8
IS - 1
SP - 51582
EP - 51592
DO - 10.1109/ACCESS.2020.2980269
SN - 2169-3536
PB - IEEE
ER -
Paper GitHubAU - McCay, Kevin D.
AU - Ho, Edmond S. L.
AU - Shum, Hubert P. H.
AU - Fehringer, Gerhard
AU - Marcroft, Claire
AU - Embleton, Nicholas
T2 - IEEE Access
TI - Abnormal Infant Movements Classification with Deep Learning on Pose-Based Features
PY - 2020
VL - 8
IS - 1
SP - 51582
EP - 51592
DO - 10.1109/ACCESS.2020.2980269
SN - 2169-3536
PB - IEEE
ER -
Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN
Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, 2019
Jingtian Zhang, Hubert P. H. Shum, Kevin D. McCay and Edmond S. L. Ho
Topics: 3D Reconstruction, Surface Modelling
Webpage Cite This Plain Text
Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games (MIG) Posters, 2019
Jingtian Zhang, Hubert P. H. Shum, Kevin D. McCay and Edmond S. L. Ho
Topics: 3D Reconstruction, Surface Modelling
Webpage Cite This Plain Text
Jingtian Zhang, Hubert P. H. Shum, Kevin D. McCay and Edmond S. L. Ho, "Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN," in MIG '19: Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games, pp. 44:1-44:2, Newcastle upon Tyne, UK, ACM, Oct 2019.
Bibtex @inproceedings{zhang19priorless,
author={Zhang, Jingtian and Shum, Hubert P. H. and McCay, Kevin D. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
series={MIG '19},
title={Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN},
year={2019},
month={10},
pages={44:1--44:2},
numpages={2},
doi={10.1145/3359566.3364694},
isbn={978-1-4503-6994-7},
publisher={ACM},
Address={New York, NY, USA},
location={Newcastle upon Tyne, UK},
}
RIS author={Zhang, Jingtian and Shum, Hubert P. H. and McCay, Kevin D. and Ho, Edmond S. L.},
booktitle={Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games},
series={MIG '19},
title={Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN},
year={2019},
month={10},
pages={44:1--44:2},
numpages={2},
doi={10.1145/3359566.3364694},
isbn={978-1-4503-6994-7},
publisher={ACM},
Address={New York, NY, USA},
location={Newcastle upon Tyne, UK},
}
TY - CONF
AU - Zhang, Jingtian
AU - Shum, Hubert P. H.
AU - McCay, Kevin D.
AU - Ho, Edmond S. L.
T2 - Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games
TI - Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN
PY - 2019
Y1 - 10 2019
SP - 44:1
EP - 44:2
DO - 10.1145/3359566.3364694
SN - 978-1-4503-6994-7
PB - ACM
ER -
PaperAU - Zhang, Jingtian
AU - Shum, Hubert P. H.
AU - McCay, Kevin D.
AU - Ho, Edmond S. L.
T2 - Proceedings of the 2019 ACM SIGGRAPH Conference on Motion, Interaction and Games
TI - Prior-Less 3D Human Shape Reconstruction with an Earth Mover's Distance Informed CNN
PY - 2019
Y1 - 10 2019
SP - 44:1
EP - 44:2
DO - 10.1145/3359566.3364694
SN - 978-1-4503-6994-7
PB - ACM
ER -
Patient Assessment Assistant Using Augmented Reality
Proceedings of the 2018 UK-China Newton Fund Researcher Links Workshop Health and Well-being Through VR and AR, 2018
Edmond S. L. Ho, Kevin D. McCay, Hubert P. H. Shum, Longzhi Yang, David Sainsbury and Peter Hodgkinson
Topics: Virtual Reality, Face Modelling
Webpage Cite This Plain Text
Proceedings of the 2018 UK-China Newton Fund Researcher Links Workshop Health and Well-being Through VR and AR, 2018
Edmond S. L. Ho, Kevin D. McCay, Hubert P. H. Shum, Longzhi Yang, David Sainsbury and Peter Hodgkinson
Topics: Virtual Reality, Face Modelling
Webpage Cite This Plain Text
Edmond S. L. Ho, Kevin D. McCay, Hubert P. H. Shum, Longzhi Yang, David Sainsbury and Peter Hodgkinson, "Patient Assessment Assistant Using Augmented Reality," in AR '21: Proceedings of the 2018 UK-China Newton Fund Researcher Links Workshop Health and Well-being Through VR and AR, Xian, China, Jun 2018.
Bibtex @inproceedings{ho18using,
author={Ho, Edmond S. L. and McCay, Kevin D. and Shum, Hubert P. H. and Yang, Longzhi and Sainsbury, David and Hodgkinson, Peter},
booktitle={Proceedings of the 2018 UK-China Newton Fund Researcher Links Workshop Health and Well-being Through VR and AR},
series={AR '21},
title={Patient Assessment Assistant Using Augmented Reality},
year={2018},
month={6},
numpages={9},
location={Xian, China},
}
RIS author={Ho, Edmond S. L. and McCay, Kevin D. and Shum, Hubert P. H. and Yang, Longzhi and Sainsbury, David and Hodgkinson, Peter},
booktitle={Proceedings of the 2018 UK-China Newton Fund Researcher Links Workshop Health and Well-being Through VR and AR},
series={AR '21},
title={Patient Assessment Assistant Using Augmented Reality},
year={2018},
month={6},
numpages={9},
location={Xian, China},
}
TY - CONF
AU - Ho, Edmond S. L.
AU - McCay, Kevin D.
AU - Shum, Hubert P. H.
AU - Yang, Longzhi
AU - Sainsbury, David
AU - Hodgkinson, Peter
T2 - Proceedings of the 2018 UK-China Newton Fund Researcher Links Workshop Health and Well-being Through VR and AR
TI - Patient Assessment Assistant Using Augmented Reality
PY - 2018
Y1 - 6 2018
ER -
PaperAU - Ho, Edmond S. L.
AU - McCay, Kevin D.
AU - Shum, Hubert P. H.
AU - Yang, Longzhi
AU - Sainsbury, David
AU - Hodgkinson, Peter
T2 - Proceedings of the 2018 UK-China Newton Fund Researcher Links Workshop Health and Well-being Through VR and AR
TI - Patient Assessment Assistant Using Augmented Reality
PY - 2018
Y1 - 6 2018
ER -
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