Personal profile
Professional Information
Awarded a BSc in Experimental Physics from University College Dublin in 1997 and an MSc in Physical Sciences in Medicine from Trinity College Dublkin in 2000.
Appointed as a Basic Grade Physicist in the Department of Medical Physics and Bioengineering, St. James's Hospital from 1997 to 2002.
Appointed as a Lecturer in Physics within the School of Physics, Clinical and Optometric Sciences at DIT in 2002 teaching radiation biology, radiation, nuclear and particle physics, and data science and AI.
Appointed a Funded Investigator at SFI ADAPT in 2019.
Research focusses on in multivariate statistical analysis, machine learning and AI with hyperspectral imaging for the development of diagnostic and prognostic imaging solutions for prediction of cancer treatment response for use in individualized therapy planning.
Dr. Meade is Director of TU Dublin’s BSc in Physics with Data Science.
Research Interests
Data science and AI, Biophotonics, Radiation Science, Radiotherapeutic Oncology
Education/Academic qualification
PhD
Award Date: 1 Jan 2010
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Collaborations and top research areas from the last five years
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Raman spectroscopy with machine-learning classification for the prediction of stereotactic radiotherapy induced treatment toxicity in high-risk localised prostate cancer
Monaghan, J. F., Cullen, D., Medipally, D. K. R., Suresh, R., Redmond, K. M., Fairmichael, C., Jain, S., Meade, A. D. & Lyng, F. M., 5 May 2026, In: Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy. 352, 127529.Research output: Contribution to journal › Article › peer-review
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Detection of radiosensitive subpopulations ex-vivo with Raman microspectroscopy
Meade, A. D., Maguire, A., Bryant, J., Cullen, D., Medipally, D., White, L., Armstrong, J., Dunne, M., Noone, E., Bradshaw, S., Finn, M., Shannon, A. M., Howe, O. L. & Lyng, F. M., 2025, In: Frontiers in Oncology. 15, 1470431.Research output: Contribution to journal › Article › peer-review
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DREAMER-S: Deep leaRning-Enabled Attention-based Multiple-instance approaches with Explainable Representations for Spatial biology
Rafsanjani, M. R., Dooney, A., Suresh, R., O’Farrell, A. C., Jarzabek, M. A., Shiels, L., Byrne, A. T., Prehn, J. H. M. & Meade, A. D., 3 Oct 2025Research output: Other contribution
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Ex vivo spectroscopic characterisation of the biological activity of pancreatic cyst fluid
Bouzerda, O., Kane, L. E., Mellotte, G. S., Ryan, B. M., Maher, S. G., Piot, O. & Meade, A. D., 2025, In: The Analyst. 150, 14, p. 3123-3136 14 p.Research output: Contribution to journal › Article › peer-review
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Investigating the Use of Diagnostic Genes in Integrated Monitoring with a Laboratory and Field Study on Flounder (Platichthys flesus)
Giltrap, M. C., Leaver, M. J., White, K., Wilson, J. G., Rahman, A., Maguire, A., Meade, A. D., Baršiene, J. & Robinson, C. D., Mar 2025, In: Toxics. 13, 3, 203.Research output: Contribution to journal › Article › peer-review
Open AccessFile
Datasets
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Raman spectra from "Discrimination of immune cell activation using Raman micro-spectroscopy in an in-vitro & ex-vivo model"
Chaudhary, N. (Data Collector), Wynne, C. (Other) & Meade, A. (Data Manager), Technological University Dublin, 2024
Dataset
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Supplementary Material S7 from Diagnostic Accuracy of Blood-based Biomarkers for Pancreatic Cancer: A Systematic Review and Meta-analysis
Kane, L. E. (Contributor), Mellotte, G. S. (Contributor), Mylod, E. (Contributor), O’Brien, R. M. (Contributor), O’Connell, F. (Contributor), Buckley, C. E. (Contributor), Arlow, J. (Contributor), Nguyen, K. (Contributor), Mockler, D. (Contributor), Meade, A. (Contributor), Ryan, B. M. (Contributor) & Maher, S. G. (Contributor), Technological University Dublin, 2022
DOI: 10.1158/2767-9764.22545269.v1
Dataset