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Artificial intelligence, explainability, and the scientific method: A proof-of-concept study on novel retinal biomarker discovery
We present a structured approach to combine explainability of artificial intelligence (AI) with the scientific method for scientific discovery. We demonstrate the utility of this approach in a proof-of-concept study where we uncover biomarkers from a convolutional neural network (CNN) model trained...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Oxford University Press
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10517742/ https://www.ncbi.nlm.nih.gov/pubmed/37746328 http://dx.doi.org/10.1093/pnasnexus/pgad290 |