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Deep Learning Prediction of Cancer Prevalence from Satellite Imagery

SIMPLE SUMMARY: Cancer prevalence estimates are used to guide policymaking, from prevention to screening programs. However, these data are only available for 28% of the U.S. population. We used deep learning to analyze satellite imagery in order to predict cancer prevalence with a high spatial resol...

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Detalles Bibliográficos
Autores principales: Bibault, Jean-Emmanuel, Bassenne, Maxime, Ren, Hongyi, Xing, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7766226/
https://www.ncbi.nlm.nih.gov/pubmed/33352801
http://dx.doi.org/10.3390/cancers12123844