When blockchain meets artificial intelligence: An application to cancer histopathology

A recent study by Saldanha et al. demonstrates that blockchain-based models outcompeted local models and performed similarly with merged models to predict molecular features from cancer histopathology images. The results reveal the capability of decentralized models in molecular diagnosis of cancer....

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Detalles Bibliográficos
Autores principales: Hong, Runyu, Fenyö, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Spotlight
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9245033/
https://www.ncbi.nlm.nih.gov/pubmed/35732149
http://dx.doi.org/10.1016/j.xcrm.2022.100666
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author Hong, Runyu
Fenyö, David
author_facet Hong, Runyu
Fenyö, David
author_sort Hong, Runyu
collection PubMed
description A recent study by Saldanha et al. demonstrates that blockchain-based models outcompeted local models and performed similarly with merged models to predict molecular features from cancer histopathology images. The results reveal the capability of decentralized models in molecular diagnosis of cancer.
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spelling pubmed-92450332022-07-01 When blockchain meets artificial intelligence: An application to cancer histopathology Hong, Runyu Fenyö, David Cell Rep Med Spotlight A recent study by Saldanha et al. demonstrates that blockchain-based models outcompeted local models and performed similarly with merged models to predict molecular features from cancer histopathology images. The results reveal the capability of decentralized models in molecular diagnosis of cancer. Elsevier 2022-06-21 /pmc/articles/PMC9245033/ /pubmed/35732149 http://dx.doi.org/10.1016/j.xcrm.2022.100666 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Spotlight
Hong, Runyu
Fenyö, David
When blockchain meets artificial intelligence: An application to cancer histopathology
title When blockchain meets artificial intelligence: An application to cancer histopathology
title_full When blockchain meets artificial intelligence: An application to cancer histopathology
title_fullStr When blockchain meets artificial intelligence: An application to cancer histopathology
title_full_unstemmed When blockchain meets artificial intelligence: An application to cancer histopathology
title_short When blockchain meets artificial intelligence: An application to cancer histopathology
title_sort when blockchain meets artificial intelligence: an application to cancer histopathology
topic Spotlight
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9245033/
https://www.ncbi.nlm.nih.gov/pubmed/35732149
http://dx.doi.org/10.1016/j.xcrm.2022.100666
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