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Breast Cancer Subtype Classification Using a One-Dimensional Convolutional Neural Network in Hyperspectral Images
- Source :
- Latin America Optics and Photonics (LAOP) Conference 2022.
- Publication Year :
- 2022
- Publisher :
- Optica Publishing Group, 2022.
-
Abstract
- FTIR spectroscopy imaging in addition to deep learning is a potential tool for breast cancer subtype classification, where accuracies higher than 86% can be achieved to predict among all subtypes.
Details
- Database :
- OpenAIRE
- Journal :
- Latin America Optics and Photonics (LAOP) Conference 2022
- Accession number :
- edsair.doi...........f3b4316bc5b6527417cdb8d24c008317
- Full Text :
- https://doi.org/10.1364/laop.2022.m4b.5