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Dr. Liam P. Shiels
at Royal College of Surgeons in Ireland
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Publications (1)
Proceedings Article | 18 June 2024 Paper
Using Shapley additive explanations saliency for interpretation of multiclass classification of PDX spectral data with deep neural networks
Mohd Rifqi Rafsanjani, Alison Dooney, Rahul Suresh, Alice O'Farrell, Monika Jarzabek, Liam Shiels, Annette Byrne, Jochen H. Prehn, Aidan Meade
Proceedings Volume 13011, 130110F (2024) https://doi.org/10.1117/12.3022370
KEYWORDS: Data modeling, FT-IR spectroscopy, Neural networks, Network architectures, Imaging spectroscopy, Colorectal cancer, Cancer, Chemotherapy
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