Personal profile
Research Interests
My current research interest is the development and exploration of Digital Learning Platforms for teaching data science to clinicians. Our own platform is MyDLP (My Digital Learning Platform) and this assists data acquisition, supervised machine learning based on Bayes' theorem, evaluation of model performance (accuracy, informedness and markedness, learning curves) and creation of Artificial Intelligence led decision support systems (including automated clinical test selection and student grading). We are also exploring open source Orange Data mining software that offers more machine learning methods (supervised and unsupervised) and also supports image and natural language processing.
Teaching Activity
Undergraduate Modules (lead)
- Clinical Visual Biology (OP1CVB) - up to 2021
- Ophthalmic Lenses (OP1OL1) - up to 2021
- Clinical Practice Development (OP2CPD) - continuing
Postgraduate Modules (lead)
- Basic Research Methods (OP4BRM) - continuing
- Advanced Research Methods (OP4ARM) - continuing
Employment
- August 2007 - Present: Senior Lecturer in Aston University Optometry School
- August 1990 - August 2007: Lecturer in Aston University Optometry School
Awards
The Dr. Lester Janoff Award for Writing Excellence recognizes the outstanding writing of a research article published in the ASCO Journal Optometric Education. The award is named in honor of Dr. Lester E. Janoff, editor of the Journal from 2002-2005, and long-time member of the editorial review board who was known as an exceptional optometric educator, administrator, contact lens clinician and researcher. Dr. Janoff was also a beloved mentor of young writers.
Drs. Mark Dunne and Bhavna Pancholi of Aston University are the recipients for 2019. Their article, Virtual Patient Instruction and Self-Assessment Accuracy in Optometry Students, was published in the Winter-Spring 2018 (Volume 43 Number 2) of Optometric Education.
Contact Details
Email:[email protected]
Tel: +44 (0) 121 204 4113
Fax: +44 (0) 121 204 4048
Education/Academic qualification
BSc, Optometry
1987 → 1989
PhD, An Optical Study of Human Ocular Dimensions, Aston University
1983 → 1987
BSc, Zoology, Bangor University
1980 → 1983
Keywords
- RE Ophthalmology
- artificial intelligence
- machine learning
- big data
- Bayes' rule
- digital learning
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):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
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Comparing Non-Invasive and Fluorescein Tear Break-Up Time in a Pre-Operative Refractive Surgery Population: Implications for Clinical Diagnosis
Cairns, R., McNeely, R. N., Dunne, M. C. M., Gil-Cazorla, R., Naroo, S. A. & Moore, J. E., Aug 2025, In: Journal of Clinical Medicine . 14, 16, 10 p., 5794.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)32 Downloads (Pure) -
Exemplifying practice-based research: the influence of age on myopia progression
Berkow, D., Dunne, M., Logan, N. S. & Anderson, S. J., 2025, In: Clinical and Experimental Optometry. 108, 1, p. 87-91 5 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile102 Downloads (Pure) -
Radial polarisation patterns identify macular damage: a machine learning approach
Misson, G. P., Anderson, S. J. & Dunne, M. C. M., 7 Oct 2024, (E-pub ahead of print) In: Clinical and Experimental Optometry. 8 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile8 Downloads (Pure) -
Translational Learning with Orange Data Mining
Raqib, F., Dunne, M., Gurney, J., Harle, D. E., Sivapalan, T., Sabokbar, N. & Bhogal-Bhamra, G. K., 27 Aug 2021, (Unpublished).Research output: Unpublished contribution to conference › Unpublished Conference Paper › peer-review
File79 Downloads (Pure) -
Adherence, underperformed and overperformed test rates – Novel metrics for reporting compliance to clinical guidelines
Raqib, F., Gurney, J., Harle, D. E., Sivapalan, T., Sabokbar, N. & Dunne, M., 7 Sept 2020, (Unpublished).Research output: Unpublished contribution to conference › Unpublished Conference Paper › peer-review
File30 Downloads (Pure)
Thesis
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An optical study of human ocular dimensions
Dunne, M. C. M. (Author), Barnes, D. A. (Supervisor), 1987Student thesis: Doctoral Thesis › Doctor of Philosophy
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