McKenna, Stephen

Professor

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

  • 2594 Citations
  • 20 h-Index
1993 …2020
If you made any changes in Pure these will be visible here soon.

Personal profile

Education/Academic qualification

Doctor of Philosophy, University of Dundee

Bachelor of Science, University of Edinburgh

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
Color Engineering & Materials Science
Computer vision Engineering & Materials Science
Microarrays Engineering & Materials Science
Support vector machines Engineering & Materials Science
Tissue Engineering & Materials Science
Labels Engineering & Materials Science
Cameras Engineering & Materials Science
Pattern recognition systems Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2013 2020

Research Output 1993 2019

7 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

Pathology
Neural networks
Learning systems
Costs
Sampling
54 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
Type 2 Diabetes Mellitus
Single Nucleotide Polymorphism
Biomarkers
Blood Pressure
HDL Lipoproteins
1 Citation (Scopus)
63 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
Prostatic Neoplasms
Hydrodynamics
Stretchers
Equipment and Supplies
Decision Trees

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
Monitoring
46 Downloads (Pure)
Open Access
File
Connectome
Intelligence
Brain
Autism Spectrum Disorder
Nervous System Diseases

Activities 2013 2013

  • 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

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