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The role of artificial intelligence in healthcare: a structured literature review

Articolo
Data di Pubblicazione:
2021
Abstract:
Background/Introduction Artificial intelligence (AI) in the healthcare sector is receiving attention from researchers and health professionals. Few previous studies have investigated this topic from a multi-disciplinary perspective, including accounting, business and management, decision sciences and health professions. Methods The structured literature review with its reliable and replicable research protocol allowed the researchers to extract 288 peer-reviewed papers from Scopus. The authors used qualitative and quantitative variables to analyse authors, journals, keywords, and collaboration networks among researchers. Additionally, the paper benefited from the Bibliometrix R software package. Results The investigation showed that the literature in this field is emerging. It focuses on health services management, predictive medicine, patient data and diagnostics, and clinical decision-making. The United States, China, and the United Kingdom contributed the highest number of studies. Keyword analysis revealed that AI can support physicians in making a diagnosis, predicting the spread of diseases and customising treatment paths. Conclusions The literature reveals several AI applications for health services and a stream of research that has not fully been covered. For instance, AI projects require skills and data quality awareness for data-intensive analysis and knowledge-based management. Insights can help researchers and health professionals understand and address future research on AI in the healthcare field.
Tipologia CRIS:
03A-Articolo su Rivista
Keywords:
Artificial intelligence, Healthcare, Patient data, Clinical decision-making, Management
Elenco autori:
Secinaro, Silvana; Calandra, Davide; Secinaro, Aurelio; Muthurangu, Vivek; Biancone, Paolo
Autori di Ateneo:
BIANCONE Paolo
CALANDRA Davide
SECINARO Silvana Filomena
Link alla scheda completa:
https://iris.unito.it/handle/2318/1784875
Link al Full Text:
https://iris.unito.it/retrieve/handle/2318/1784875/749571/Secinaro_et_al-2021-BMC_Medical_Informatics_and_Decision_Making.pdf
Pubblicato in:
BMC MEDICAL INFORMATICS AND DECISION MAKING
Journal
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Dati Generali

URL

https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-021-01488-9

Aree Di Ricerca

Settori (20)


LS7_14 - Digital medicine, e-medicine, medical applications of artificial intelligence - (2022)

SH1_10 - Management; strategy; organisational behaviour - (2022)

CIBO, AGRICOLTURA e ALLEVAMENTI - Farmacologia Veterinaria

CIBO, AGRICOLTURA e ALLEVAMENTI - Patologia e malattie degli animali

CIBO, AGRICOLTURA e ALLEVAMENTI - Scienze cliniche veterinarie

CULTURA, ARTE e CREATIVITA' - Culture moderne

ECONOMIA, AZIENDE E ORGANIZZAZIONI - Benessere nelle Organizzazioni

ECONOMIA, AZIENDE E ORGANIZZAZIONI - Finanza Aziendale

ECONOMIA, AZIENDE E ORGANIZZAZIONI - Pianificazione strategica e gestione dei rischi, comunicazione finanziaria, modelli di business e organizzativi

ECONOMIA, AZIENDE E ORGANIZZAZIONI - Sistemi e metodologie per la Qualità

MEDICINA, SALUTE e BENESSERE - Disturbi neuropsichiatrici

MEDICINA, SALUTE e BENESSERE - Epidemiologia

MEDICINA, SALUTE e BENESSERE - Malattie neurologiche e neurodegenerative

MEDICINA, SALUTE e BENESSERE - Medicina Rigenerativa e Cellule Staminali

MEDICINA, SALUTE e BENESSERE - Oncologia e Tumori

MEDICINA, SALUTE e BENESSERE - Ricerca Traslazionale e Clinica

MEDICINA, SALUTE e BENESSERE - Trapianti e medicina rigenerativa

SCIENZE DELLA VITA e FARMACOLOGIA - Interazioni tra molecole, cellule, organismi e ambiente

SCIENZE DELLA VITA e FARMACOLOGIA - Molecole bioattive

SCIENZE DELLA VITA e FARMACOLOGIA - Sviluppo del sistema nervoso e plasticità
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