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Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare
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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
F1000 Research Limited
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8577055/ https://www.ncbi.nlm.nih.gov/pubmed/34804493 http://dx.doi.org/10.12688/f1000research.36775.1 |
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author | Väänänen, Antti Haataja, Keijo Vehviläinen-Julkunen, Katri Toivanen, Pekka |
author_facet | Väänänen, Antti Haataja, Keijo Vehviläinen-Julkunen, Katri Toivanen, Pekka |
author_sort | Väänänen, Antti |
collection | PubMed |
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 | Online Article Text |
id | pubmed-8577055 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | F1000 Research Limited |
record_format | MEDLINE/PubMed |
spelling | pubmed-85770552021-11-18 Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare Väänänen, Antti Haataja, Keijo Vehviläinen-Julkunen, Katri Toivanen, Pekka F1000Res Opinion Article 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. F1000 Research Limited 2021-03-26 /pmc/articles/PMC8577055/ /pubmed/34804493 http://dx.doi.org/10.12688/f1000research.36775.1 Text en Copyright: © 2021 Väänänen A et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Opinion Article Väänänen, Antti Haataja, Keijo Vehviläinen-Julkunen, Katri Toivanen, Pekka Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare |
title | Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare |
title_full | Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare |
title_fullStr | Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare |
title_full_unstemmed | Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare |
title_short | Proposal of a novel Artificial Intelligence Distribution Service platform for healthcare |
title_sort | proposal of a novel artificial intelligence distribution service platform for healthcare |
topic | Opinion Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8577055/ https://www.ncbi.nlm.nih.gov/pubmed/34804493 http://dx.doi.org/10.12688/f1000research.36775.1 |
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