Dr David Harris-Birtill
Senior Lecturer
PhD supervision
- Mirza Hossain
- David Morrison
Selected publications
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Open access
Cervical whole-slide images dataset for multiclass classification
Mohammadi, M., Fell, C., Morrison, D., Bell, S., Bryson, G., Syed, S., Konanahalli, P., Harris-Birtill, D., Arandjelovic, O., Orange, C., Shahi, P., Um, I. H., Blackwood, J. D. & Harrison, D. J., 29 Nov 2025, In: GigaScience. 14, p. 1-7 giaf144.Research output: Contribution to journal › Article › peer-review
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Open access
SurGen: 1020 H&E-stained whole slide images with survival and genetic markers
Myles, C., Um, I., Marshall, C., Harris-Birtill, D. & Harrison, D., 2025, In: GigaScience. 14, p. 1-16 16 p., giaf086.Research output: Contribution to journal › Article › peer-review
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Open access
The colour of time: detecting glioma IDH mutation status in MRI through pseudo-coloured transfer learning
MacKinnon, H., Paracchini, S., Harris-Birtill, D., Hipwell, J. & Goatman, K., 5 Aug 2025, Medical image understanding and analysis (MIUA'2025), Leeds, UK. Ali, S., Hogg, D. & Peckham, M. (eds.). Frontiers Media S. A., p. 211-217 7 p. 30Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Open access
Automated reporting of cervical biopsies using artificial intelligence
Mohammadi, M., Fell, C., Morrison, D., Syed, S., Konanahalli, P., Bell, S., Bryson, G., Arandjelović, O., Harrison, D. J. & Harris-Birtill, D., 22 Apr 2024, In: PLOS Digital Health. 3, 4, e0000381.Research output: Contribution to journal › Article › peer-review
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Open access
Leveraging foundation models for enhanced detection of colorectal cancer biomarkers in small datasets
Myles, C., Um, I. H., Harrison, D. J. & Harris-Birtill, D. C. C., 24 Jul 2024, Medical image understanding and analysis: 28th annual conference, MIUA 2024, Manchester, UK, July 24–26, 2024, proceedings, part I. Yap, M. H., Kendrick, C., Behera, A., Cootes, T. & Zwiggelaar, R. (eds.). Cham: Springer, p. 329-343 (Lecture notes in computer science; vol. 14859).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Open access
Remote photoplethysmography for heart rate and blood oxygenation measurement: a review
Pirzada, P., Wilde, A. & Harris-Birtill, D. C. C., 7 Jun 2024, In: IEEE Sensors Journal. 24, 15, 18 p., 10552193.Research output: Contribution to journal › Article › peer-review
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Using machine learning to find brain correlates of genetic risk for mental health conditions
Fell, C., Sindermann, L., Forstner, A., Lynch, A., Harris-Birtill, D. & Paracchini, S., 4 Jan 2024, In: European Journal of Human Genetics. 32, Supplement 1, p. 652Research output: Contribution to journal › Abstract › peer-review
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Open access
A divide and conquer approach to maximise deep learning mammography classification accuracies
Jaamour, A., Myles, C., Patel, A., Chen, S.-J., McMillan, L. & Harris-Birtill, D., 26 May 2023, In: PLoS ONE. 18, 5, 24 p., e0280841.Research output: Contribution to journal › Article › peer-review
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Open access
An overview of artificial intelligence applications for next-generation gynaecological pathology
Bell, S., Blackwood, J. D., Fell, C., Mohammadi, M., Morrison, D., Harris-Birtill, D. & Bryson, G., 1 Oct 2023, In: Diagnostic Histopathology. 29, 10, p. 442-449 8 p.Research output: Contribution to journal › Article › peer-review
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Open access
Classification of hyper-scale multimodal imaging datasets
Macfadyen, C., Duraiswamy, A. & Harris-Birtill, D., 13 Dec 2023, (E-pub ahead of print) In: PLOS Digital Health. 2, 12, 15 p., e0000191.Research output: Contribution to journal › Article › peer-review