Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Philosophy, Automated Analysis of Papanicolaou Smears
Award Date: 1 Jan 1994
Bachelor of Science, University of Edinburgh
Award Date: 1 Jan 1990
Keywords
- QA75 Electronic computers. Computer science
- Computer vision
- Biomedical image analysis
- QA76 Computer software
Fingerprint
Dive into the research topics where Stephen McKenna is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Projects
- 8 Finished
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Artificial Intelligence for Skin Lesion Diagnostics
McKenna, S. (Investigator) & Trucco, M. (Investigator)
1/02/23 → 31/01/24
Project: Research
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Deep Learning for effective triaging of skin disease in the NHS
McKenna, S. (Investigator), Proby, C. (Investigator) & Trucco, M. (Investigator)
1/03/21 → 28/02/22
Project: Research
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Robust Selective Classification of Skin Lesions using Deep Learning
McKenna, S. (Investigator) & Trucco, M. (Investigator)
1/09/20 → 28/02/22
Project: Research
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Pilot Study: Deep Learning for Skin Lesions Classifications with Clinical Images
McKenna, S. (Investigator), Trucco, M. (Investigator) & Zhang, J. (Investigator)
1/07/19 → 31/07/23
Project: Research
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ACE-LP - Augmenting Communication Using Environmental Data to Drive Language Prediction (Joint with University of Cambridge)
Black, R. (Investigator), McKenna, S. (Investigator), Waller, A. (Investigator) & Zhang, J. (Investigator)
Engineering and Physical Sciences Research Council
1/02/16 → 31/01/20
Project: Research
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Developing Electron Microscopy Tools for Profiling Plasma Lipoproteins Using Methyl Cellulose Embedment, Machine Learning and Immunodetection of Apolipoprotein B and Apolipoprotein(a)
Giesecke, Y., Soete, S., MacKinnon, K., Tsiaras, T., Ward, M., Althobaiti, M., Suveges, T., Lucocq, J. E., McKenna, S. J. & Lucocq, J. M. (Lead / Corresponding author), 2 Sept 2020, In: International Journal of Molecular Sciences. 21, 17, 25 p., 6373.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)168 Downloads (Pure) -
Automated Classification for Visual-Only Post-Mortem Inspection of Porcine Pathology
McKenna, S. (Lead / Corresponding author), Amaral, T. & Kyriazakis, I., Apr 2020, In: IEEE Transactions on Automation Science and Engineering. 17, 2, p. 1005-1016 12 p., 8963870.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Citations (Scopus)369 Downloads (Pure) -
A multimodal approach to cardiovascular risk stratification in patients with type 2 diabetes incorporating retinal, genomic and clinical features
Fetit, A. (Lead / Corresponding author), Doney, A., Hogg, S., Wang, R., MacGillivray, T., Wardlaw, J. M., Doubal, F. N., McKay, G. J., McKenna, S. & Trucco, E., 5 Mar 2019, In: Scientific Reports. 9, 10 p., 3591.Research output: Contribution to journal › Article › peer-review
Open AccessFile21 Citations (Scopus)196 Downloads (Pure) -
Multimodal Egocentric Analysis of Focused Interactions
Bano, S., Suveges, T., Zhang, J. & McKenna, S. (Lead / Corresponding author), 25 Jun 2018, In: IEEE Access. 6, p. 37493-37505 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile15 Citations (Scopus)317 Downloads (Pure) -
Structure Prediction for Gland Segmentation with Hand-Crafted and Deep Convolutional Features
Manivannan, S., Li, W., Zhang, J., Trucco, E. & McKenna, S. (Lead / Corresponding author), Jan 2018, In: IEEE Transactions on Medical Imaging. 37, 1, p. 210-221 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile41 Citations (Scopus)649 Downloads (Pure)
Datasets
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Multimodal Focused Interaction Dataset
Bano, S. (Creator) & McKenna, S. (Creator), University of Dundee, Jun 2018
DOI: 10.15132/10000134, http://cvip.computing.dundee.ac.uk/datasets/focusedinteraction/
Dataset
File -
50 Salads
McKenna, S. (Creator) & Stein, S. (Creator), University of Dundee, 2012
DOI: 10.15132/10000120, http://cvip.computing.dundee.ac.uk/datasets/foodpreparation/50salads/
Dataset
File -
Accelerometer localization
McKenna, S. (Creator) & Stein, S. (Creator), University of Dundee, 2011
DOI: 10.15132/10000121, http://cvip.computing.dundee.ac.uk/datasets/foodpreparation/AccelerometerLocalization/
Dataset
File -
QMB Morning Dataset
Suveges, T. (Creator), McKenna, S. (Supervisor) & Wilson, M. (Data Collector), University of Dundee, 29 Jun 2021
DOI: 10.15132/10000162, https://cvip.computing.dundee.ac.uk/qmb-morning/ and one more link, https://dmail.sharepoint.com/:f:/s/ResearchServicesPublicDocuments/EmLd6TPlsPBLvU2R7URQVb0ByeGUTgldHrEVMH3dhUqBMw?e=11cb4D (show fewer)
Dataset
File
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Scientific Data (Journal)
McKenna, S. (Editorial board member)
2020 → …Activity: Publication peer-review and editorial work types › Editorial activity
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International Conference on Medical Image Computing and Computer Assisted Intervention
McKenna, S. (Participant)
4 Oct 2020 → 8 Oct 2020Activity: Participating in or organising an event types › Participation in conference
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European Conference on Computer Vision
McKenna, S. (Participant)
23 Aug 2020 → 28 Aug 2020Activity: Participating in or organising an event types › Other event
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Machine Vision and Applications (Journal)
McKenna, S. (Editorial board member)
2004 → 1 Jan 2022Activity: Publication peer-review and editorial work types › Editorial activity
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Engineering and Physical Sciences Research Council (External organisation)
McKenna, S. (Chair)
2002 → …Activity: Membership types › Membership of council
Press/Media
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Context Aware Text Prediction for Enhancing Augmentative Communication
Black, R., Waller, A., Nandadasa, H., Suveges, T., McKenna, S., Kristensson, P. O., Zhang, J., McKillop, C. & Mckillop, C.
19/11/19
2 items of Media coverage
Press/Media: Research