معرفی
Stephen McKenna is a Professor of Computer Vision at the School of Computing, University of Dundee, UK. His research spans computer vision, biomedical image analysis, and machine learning, with a focus on medical diagnostics and assistive technologies.
- Doctor of Philosophy, Automated Analysis of Papanicolaou Smears, University of Dundee (1994)
- Bachelor of Science, University of Edinburgh (1990)
McKenna's work integrates artificial intelligence with biomedical applications, including skin lesion classification, gland segmentation, and multimodal risk stratification for diabetes patients. His projects often bridge computer science with healthcare and social care challenges.
His recent publications highlight advancements in deep learning for medical diagnostics, such as automated lipoprotein profiling and porcine pathology inspection. Collaborations with institutions like the University of Cambridge and funding from the Engineering and Physical Sciences Research Council underscore his interdisciplinary impact.
McKenna actively contributes to academic service through editorial roles in journals like Scientific Data and Machine Vision and Applications. He has supervised research teams and datasets, including the Multimodal Focused Interaction Dataset and QMB Morning Dataset.
