Pose Estimation for Health Professional Education: Development of an Objective Computerized Approach for Measuring and Assessing Technical Competencies in Nursing
Northumbria University Application Seed Funding Scheme
Funding Source: Northumbria University, UK
Value: £16,428
2022 - 2022
Value: £16,428
2022 - 2022
About the Project
- Researched deep learning based autonomous action quality assessment on nursing training.
- Supported a multi-disciplinary research project involving computer science from Durham University, nursing and psychology from Northumbria University, and medicine from McMaster University.
- Recruited Dr Shum's PhD Francis Xiatian Zhang as a Part-time Research Assistant.
People
- Prof. Hubert P. H. Shum - Co-Applicant
- Dr Merryn D. Constable - Principal Investigator
- Dr Alan Platt - Co-Applicant
- Prof. Debbie Porteous - Co-Applicant
- Dr Lawrence Grierson - Co-Applicant
- Francis Xiatian Zhang - Research Assistant
Publications
Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills Impact Factor: 3.0† Top 25% Journal in Education & Educational Research†
Advances in Health Sciences Education (AHSE), 2024
Merryn D. Constable, Francis Xiatian Zhang, Tony Conner, Daniel Monk, Jason Rajsic, Claire Ford, Laura Jillian Park, Alan Platt, Debra Porteous, Lawrence Grierson and Hubert P. H. Shum
Topics: Motion Analysis, Datasets, Biomedical Engineering
Webpage Cite This Plain Text
Advances in Health Sciences Education (AHSE), 2024
Merryn D. Constable, Francis Xiatian Zhang, Tony Conner, Daniel Monk, Jason Rajsic, Claire Ford, Laura Jillian Park, Alan Platt, Debra Porteous, Lawrence Grierson and Hubert P. H. Shum
Topics: Motion Analysis, Datasets, Biomedical Engineering
Webpage Cite This Plain Text
Merryn D. Constable, Francis Xiatian Zhang, Tony Conner, Daniel Monk, Jason Rajsic, Claire Ford, Laura Jillian Park, Alan Platt, Debra Porteous, Lawrence Grierson and Hubert P. H. Shum, "Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills," Advances in Health Sciences Education, Springer, 2024.
Bibtex @article{constable24advancing,
author={Constable, Merryn D. and Zhang, Francis Xiatian and Conner, Tony and Monk, Daniel and Rajsic, Jason and Ford, Claire and Park, Laura Jillian and Platt, Alan and Porteous, Debra and Grierson, Lawrence and Shum, Hubert P. H.},
journal={Advances in Health Sciences Education},
title={Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills},
year={2024},
doi={10.1007/s10459-024-10369-5},
issn={1573-1677},
publisher={Springer},
}
RIS author={Constable, Merryn D. and Zhang, Francis Xiatian and Conner, Tony and Monk, Daniel and Rajsic, Jason and Ford, Claire and Park, Laura Jillian and Platt, Alan and Porteous, Debra and Grierson, Lawrence and Shum, Hubert P. H.},
journal={Advances in Health Sciences Education},
title={Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills},
year={2024},
doi={10.1007/s10459-024-10369-5},
issn={1573-1677},
publisher={Springer},
}
TY - JOUR
AU - Constable, Merryn D.
AU - Zhang, Francis Xiatian
AU - Conner, Tony
AU - Monk, Daniel
AU - Rajsic, Jason
AU - Ford, Claire
AU - Park, Laura Jillian
AU - Platt, Alan
AU - Porteous, Debra
AU - Grierson, Lawrence
AU - Shum, Hubert P. H.
T2 - Advances in Health Sciences Education
TI - Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills
PY - 2024
DO - 10.1007/s10459-024-10369-5
SN - 1573-1677
PB - Springer
ER -
Paper DatasetAU - Constable, Merryn D.
AU - Zhang, Francis Xiatian
AU - Conner, Tony
AU - Monk, Daniel
AU - Rajsic, Jason
AU - Ford, Claire
AU - Park, Laura Jillian
AU - Platt, Alan
AU - Porteous, Debra
AU - Grierson, Lawrence
AU - Shum, Hubert P. H.
T2 - Advances in Health Sciences Education
TI - Advancing Healthcare Practice and Education via Data Sharing: Demonstrating the Utility of Open Data by Training an Artificial Intelligence Model to Assess Cardiopulmonary Resuscitation Skills
PY - 2024
DO - 10.1007/s10459-024-10369-5
SN - 1573-1677
PB - Springer
ER -
Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review Impact Factor: 1.5† Citation: 10#
Journal of Cardiothoracic Surgery (JCS), 2024
Merryn D. Constable, Hubert P. H. Shum and Stephen Clark
Topics: Biomedical Engineering, Motion Analysis, Interaction Modelling, Literature Review
Webpage Cite This Plain Text
Journal of Cardiothoracic Surgery (JCS), 2024
Merryn D. Constable, Hubert P. H. Shum and Stephen Clark
Topics: Biomedical Engineering, Motion Analysis, Interaction Modelling, Literature Review
Webpage Cite This Plain Text
Merryn D. Constable, Hubert P. H. Shum and Stephen Clark, "Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review," Journal of Cardiothoracic Surgery, vol. 19, pp. 94, BMC, 2024.
Bibtex @article{constable24enhancing,
author={Constable, Merryn D. and Shum, Hubert P. H. and Clark, Stephen},
journal={Journal of Cardiothoracic Surgery},
title={Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review},
year={2024},
volume={19},
pages={94},
numpages={10},
doi={10.1186/s13019-024-02558-5},
issn={1749-8090},
publisher={BMC},
}
RIS author={Constable, Merryn D. and Shum, Hubert P. H. and Clark, Stephen},
journal={Journal of Cardiothoracic Surgery},
title={Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review},
year={2024},
volume={19},
pages={94},
numpages={10},
doi={10.1186/s13019-024-02558-5},
issn={1749-8090},
publisher={BMC},
}
TY - JOUR
AU - Constable, Merryn D.
AU - Shum, Hubert P. H.
AU - Clark, Stephen
T2 - Journal of Cardiothoracic Surgery
TI - Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review
PY - 2024
VL - 19
SP - 94
EP - 94
DO - 10.1186/s13019-024-02558-5
SN - 1749-8090
PB - BMC
ER -
PaperAU - Constable, Merryn D.
AU - Shum, Hubert P. H.
AU - Clark, Stephen
T2 - Journal of Cardiothoracic Surgery
TI - Enhancing Surgical Performance in Cardiothoracic Surgery with Innovations from Computer Vision and Artificial Intelligence: A Narrative Review
PY - 2024
VL - 19
SP - 94
EP - 94
DO - 10.1186/s13019-024-02558-5
SN - 1749-8090
PB - BMC
ER -