McKenna, Stephen

Professor

  • Professor & Personal Chair of Computer Vision, Computing
  • United Kingdom

  • 2872 Citations
  • 23 h-Index
1993 …2020

Research output per year

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Personal profile

Education/Academic qualification

Doctor of Philosophy, University of Dundee

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

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Projects

Research Output

Automated Classification for Visual-Only Post-Mortem Inspection of Porcine Pathology

McKenna, S., 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 journalArticle

Open Access
File
  • 65 Downloads (Pure)

    Active Learning for Patch-Based Digital Pathology using Convolutional Neural Networks to Reduce Annotation Costs

    Carse, J. & McKenna, S., 2019, Digital Pathology: 15th European Congress, ECDP 2019, Warwick, UK, April 10–13, 2019, Proceedings. Reyes-Aldasoro, C. C., Janowczyk, A., Veta, M., Bankhead, P. & Sirinukunwattana, K. (eds.). Switzerland: Springer , p. 20-27 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11435 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 7 Downloads (Pure)

    A multimodal approach to cardiovascular risk stratification in patients with type 2 diabetes incorporating retinal, genomic and clinical features

    Fetit, A., 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, 1, p. 1-10 10 p., 3591.

    Research output: Contribution to journalArticle

    Open Access
    File
  • 109 Downloads (Pure)

    High-Throughput, Time-Resolved Mechanical Phenotyping of Prostate Cancer Cells

    Belotti, Y., Tolomeo, S., Conneely, M., Huang, T., McKenna, S., Nabi, G. & McGloin, D., 5 Apr 2019, In : Scientific Reports. 9, p. 1-9 9 p., 5742.

    Research output: Contribution to journalArticle

    Open Access
    File
  • 1 Citation (Scopus)
    123 Downloads (Pure)

    Learning to Self-Manage by Intelligent Monitoring, Prediction and Intervention

    Wiratunga, N., Corsar, D., Martin, K., Wijekoon, A., Elyan, E., Cooper, K., Ibrahim, Z., Celiktutan, O., Dobson, R. J., McKenna, S., Morris, J., Waller, A., Abd-Alhammed, R., Qahwaji, R. & Chaudhuri, R., 2019, KDH 2019: Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data. Wiratunga, N., Coenen, F. & Sani, S. (eds.). Germany: CEUR-WS, Vol. 2429. p. 60-67 8 p. 10. (CEUR Workshop Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • Activities

    • 3 Participation in conference

    16th International Conference on Medical Image Computing and Computer Assisted Intervention

    Stephen McKenna (Participant)

    25 Sep 2013

    Activity: Participating in or organising an event typesParticipation in conference

    10th International Symposium on Biomedical Imaging: From Nano to Macro

    Stephen McKenna (Participant)

    9 Apr 2013

    Activity: Participating in or organising an event typesParticipation in conference

    17th Annual Conference in Medical Image Understanding and Analysis

    Stephen McKenna (Participant)

    19 Jul 2013

    Activity: Participating in or organising an event typesParticipation in conference

    Press / Media

    Thesis

    A Framework for Speechreading Acquisition Tools

    Author: Gorman, B. M., 2018

    Supervisor: Flatla, D. (Supervisor) & McKenna, S. (Supervisor)

    Student thesis: Doctoral ThesisDoctor of Philosophy

    File

    Analysis of breast tissue microarray spots

    Author: Amaral, T., 2010

    Supervisor: McKenna, S. (Supervisor) & Thompson, A. (Supervisor)

    Student thesis: Doctoral ThesisDoctor of Philosophy

    File

    Analysis of Colorectal Polyps in Optical Projection Tomography

    Author: Li, W., 2015

    Supervisor: Zhang, J. (Supervisor) & McKenna, S. (Supervisor)

    Student thesis: Doctoral ThesisDoctor of Philosophy

    File

    Image analysis and representation for textile design classification

    Author: Jia, W., 2011

    Supervisor: McKenna, S. (Supervisor)

    Student thesis: Doctoral ThesisDoctor of Philosophy

    File

    Multi-Modal Recognition of Manipulation Activities through Visual Accelerometer Tracking, Relational Histograms, and User-Adaptation

    Author: Stein, S., 2014

    Supervisor: McKenna, S. (Supervisor)

    Student thesis: Doctoral ThesisDoctor of Philosophy

    File