Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare [version 1; peer review: 2 approved]

In this paper, we focus on presenting a novel AI-based service platform proposal called AIDI (Artificial Intelligence Distribution Interface for healthcare). AIDI proposal is based on our earlier research work in which we evaluated AI-based healthcare services which have been used successfully in pr...

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Autores principales:	Antti Väänänen, Keijo Haataja, Katri Vehviläinen-Julkunen, Pekka Toivanen
Formato:	article
Lenguaje:	EN
Publicado:	F1000 Research Ltd 2021
Materias:	Medicine R Science Q
Acceso en línea:	https://doaj.org/article/76b09613d1ed4b6f91f8556af1a283b2
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id	oai:doaj.org-article:76b09613d1ed4b6f91f8556af1a283b2
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spelling	oai:doaj.org-article:76b09613d1ed4b6f91f8556af1a283b22021-11-15T15:26:10ZProposal of a novel Artificial Intelligence Distribution Service platform for healthcare [version 1; peer review: 2 approved]2046-140210.12688/f1000research.36775.1https://doaj.org/article/76b09613d1ed4b6f91f8556af1a283b22021-03-01T00:00:00Zhttps://f1000research.com/articles/10-245/v1https://doaj.org/toc/2046-1402In this paper, we focus on presenting a novel AI-based service platform proposal called AIDI (Artificial Intelligence Distribution Interface for healthcare). AIDI proposal is based on our earlier research work in which we evaluated AI-based healthcare services which have been used successfully in practice among healthcare service providers. We have also used our systematic review about AI-based healthcare services benefits in various healthcare sectors. This novel AIDI proposal contains services for health assessment, healthcare evaluation, and cognitive assistant which can be used by researchers, healthcare service provides, clinicians, and consumers. AIDI integrates multiple health databases and data lakes with AI service providers and open access AI algorithms. It also gives healthcare service providers open access to state-of-the-art AI-based diagnosis and analysis services. This paper provides a description of AIDI platform, how it could be developed, what can become obstacles in the development, and how the platform can provide benefits to healthcare when it will be operational in the future.Antti VäänänenKeijo HaatajaKatri Vehviläinen-JulkunenPekka ToivanenF1000 Research LtdarticleMedicineRScienceQENF1000Research, Vol 10 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Medicine R Science Q
spellingShingle	Medicine R Science Q Antti Väänänen Keijo Haataja Katri Vehviläinen-Julkunen Pekka Toivanen Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare [version 1; peer review: 2 approved]
description	In this paper, we focus on presenting a novel AI-based service platform proposal called AIDI (Artificial Intelligence Distribution Interface for healthcare). AIDI proposal is based on our earlier research work in which we evaluated AI-based healthcare services which have been used successfully in practice among healthcare service providers. We have also used our systematic review about AI-based healthcare services benefits in various healthcare sectors. This novel AIDI proposal contains services for health assessment, healthcare evaluation, and cognitive assistant which can be used by researchers, healthcare service provides, clinicians, and consumers. AIDI integrates multiple health databases and data lakes with AI service providers and open access AI algorithms. It also gives healthcare service providers open access to state-of-the-art AI-based diagnosis and analysis services. This paper provides a description of AIDI platform, how it could be developed, what can become obstacles in the development, and how the platform can provide benefits to healthcare when it will be operational in the future.
format	article
author	Antti Väänänen Keijo Haataja Katri Vehviläinen-Julkunen Pekka Toivanen
author_facet	Antti Väänänen Keijo Haataja Katri Vehviläinen-Julkunen Pekka Toivanen
author_sort	Antti Väänänen
title	Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare [version 1; peer review: 2 approved]
title_short	Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare [version 1; peer review: 2 approved]
title_full	Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare [version 1; peer review: 2 approved]
title_fullStr	Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare [version 1; peer review: 2 approved]
title_full_unstemmed	Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare [version 1; peer review: 2 approved]
title_sort	proposal of a novel artificial intelligence distribution service platform for healthcare [version 1; peer review: 2 approved]
publisher	F1000 Research Ltd
publishDate	2021
url	https://doaj.org/article/76b09613d1ed4b6f91f8556af1a283b2
work_keys_str_mv	AT anttivaananen proposalofanovelartificialintelligencedistributionserviceplatformforhealthcareversion1peerreview2approved AT keijohaataja proposalofanovelartificialintelligencedistributionserviceplatformforhealthcareversion1peerreview2approved AT katrivehvilainenjulkunen proposalofanovelartificialintelligencedistributionserviceplatformforhealthcareversion1peerreview2approved AT pekkatoivanen proposalofanovelartificialintelligencedistributionserviceplatformforhealthcareversion1peerreview2approved
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Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare [version 1; peer review: 2 approved]

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