Artificial intelligence as a strategic tool to contribute to the reduction of premature mortality from non-communicable diseases- using expert interviews to identify strengths, weaknesses, opportunities and threats of integrating AI in medical diagnostics

Detalhes bibliográficos
Autor(a) principal: Kipcic, Helena
Data de Publicação: 2021
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/142476
Resumo: The world’s biggest killers. Non-communicable diseases constitute the biggest health threat to humankind. Due to their complex nature, their accurate diagnosis, which is fundamental to subsequent treatment, imposes a significant hurdle to the global health-workforce. In this work, AI’s supporting role in diagnostics for NCDs was assessed by conducting expert interviews with medical AI professionals, with results being analyzed using a SWOT framework. Owing to its efficiency-and accuracy-enhancing ability, healthcare institutions are advised to harness AI as a strategic tool for diagnostics to combat premature mortality from NCDs. The complementation of humans and AI shall be a guiding principle.
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spelling Artificial intelligence as a strategic tool to contribute to the reduction of premature mortality from non-communicable diseases- using expert interviews to identify strengths, weaknesses, opportunities and threats of integrating AI in medical diagnosticsHealthSustainable developmentTechnology strategyArtificial intelligenceSustainable development goalsDiagnosticsSdg3Domínio/Área Científica::Ciências Sociais::Economia e GestãoThe world’s biggest killers. Non-communicable diseases constitute the biggest health threat to humankind. Due to their complex nature, their accurate diagnosis, which is fundamental to subsequent treatment, imposes a significant hurdle to the global health-workforce. In this work, AI’s supporting role in diagnostics for NCDs was assessed by conducting expert interviews with medical AI professionals, with results being analyzed using a SWOT framework. Owing to its efficiency-and accuracy-enhancing ability, healthcare institutions are advised to harness AI as a strategic tool for diagnostics to combat premature mortality from NCDs. The complementation of humans and AI shall be a guiding principle.Castro, João Nuno Lopes deRUNKipcic, Helena2022-07-27T13:16:18Z2022-01-182021-12-162022-01-18T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/142476TID:203021819enginfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-11T05:20:12Zoai:run.unl.pt:10362/142476Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:50:20.415663Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Artificial intelligence as a strategic tool to contribute to the reduction of premature mortality from non-communicable diseases- using expert interviews to identify strengths, weaknesses, opportunities and threats of integrating AI in medical diagnostics
title Artificial intelligence as a strategic tool to contribute to the reduction of premature mortality from non-communicable diseases- using expert interviews to identify strengths, weaknesses, opportunities and threats of integrating AI in medical diagnostics
spellingShingle Artificial intelligence as a strategic tool to contribute to the reduction of premature mortality from non-communicable diseases- using expert interviews to identify strengths, weaknesses, opportunities and threats of integrating AI in medical diagnostics
Kipcic, Helena
Health
Sustainable development
Technology strategy
Artificial intelligence
Sustainable development goals
Diagnostics
Sdg3
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
title_short Artificial intelligence as a strategic tool to contribute to the reduction of premature mortality from non-communicable diseases- using expert interviews to identify strengths, weaknesses, opportunities and threats of integrating AI in medical diagnostics
title_full Artificial intelligence as a strategic tool to contribute to the reduction of premature mortality from non-communicable diseases- using expert interviews to identify strengths, weaknesses, opportunities and threats of integrating AI in medical diagnostics
title_fullStr Artificial intelligence as a strategic tool to contribute to the reduction of premature mortality from non-communicable diseases- using expert interviews to identify strengths, weaknesses, opportunities and threats of integrating AI in medical diagnostics
title_full_unstemmed Artificial intelligence as a strategic tool to contribute to the reduction of premature mortality from non-communicable diseases- using expert interviews to identify strengths, weaknesses, opportunities and threats of integrating AI in medical diagnostics
title_sort Artificial intelligence as a strategic tool to contribute to the reduction of premature mortality from non-communicable diseases- using expert interviews to identify strengths, weaknesses, opportunities and threats of integrating AI in medical diagnostics
author Kipcic, Helena
author_facet Kipcic, Helena
author_role author
dc.contributor.none.fl_str_mv Castro, João Nuno Lopes de
RUN
dc.contributor.author.fl_str_mv Kipcic, Helena
dc.subject.por.fl_str_mv Health
Sustainable development
Technology strategy
Artificial intelligence
Sustainable development goals
Diagnostics
Sdg3
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
topic Health
Sustainable development
Technology strategy
Artificial intelligence
Sustainable development goals
Diagnostics
Sdg3
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
description The world’s biggest killers. Non-communicable diseases constitute the biggest health threat to humankind. Due to their complex nature, their accurate diagnosis, which is fundamental to subsequent treatment, imposes a significant hurdle to the global health-workforce. In this work, AI’s supporting role in diagnostics for NCDs was assessed by conducting expert interviews with medical AI professionals, with results being analyzed using a SWOT framework. Owing to its efficiency-and accuracy-enhancing ability, healthcare institutions are advised to harness AI as a strategic tool for diagnostics to combat premature mortality from NCDs. The complementation of humans and AI shall be a guiding principle.
publishDate 2021
dc.date.none.fl_str_mv 2021-12-16
2022-07-27T13:16:18Z
2022-01-18
2022-01-18T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10362/142476
TID:203021819
url http://hdl.handle.net/10362/142476
identifier_str_mv TID:203021819
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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