Cargando…

Clinical Applications of Artificial Intelligence—An Updated Overview

Artificial intelligence has the potential to revolutionize modern society in all its aspects. Encouraged by the variety and vast amount of data that can be gathered from patients (e.g., medical images, text, and electronic health records), researchers have recently increased their interest in develo...

Descripción completa

Detalles Bibliográficos
Autores principales: Busnatu, Ștefan, Niculescu, Adelina-Gabriela, Bolocan, Alexandra, Petrescu, George E. D., Păduraru, Dan Nicolae, Năstasă, Iulian, Lupușoru, Mircea, Geantă, Marius, Andronic, Octavian, Grumezescu, Alexandru Mihai, Martins, Henrique
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9031863/
https://www.ncbi.nlm.nih.gov/pubmed/35456357
http://dx.doi.org/10.3390/jcm11082265
_version_ 1784692497197301760
author Busnatu, Ștefan
Niculescu, Adelina-Gabriela
Bolocan, Alexandra
Petrescu, George E. D.
Păduraru, Dan Nicolae
Năstasă, Iulian
Lupușoru, Mircea
Geantă, Marius
Andronic, Octavian
Grumezescu, Alexandru Mihai
Martins, Henrique
author_facet Busnatu, Ștefan
Niculescu, Adelina-Gabriela
Bolocan, Alexandra
Petrescu, George E. D.
Păduraru, Dan Nicolae
Năstasă, Iulian
Lupușoru, Mircea
Geantă, Marius
Andronic, Octavian
Grumezescu, Alexandru Mihai
Martins, Henrique
author_sort Busnatu, Ștefan
collection PubMed
description Artificial intelligence has the potential to revolutionize modern society in all its aspects. Encouraged by the variety and vast amount of data that can be gathered from patients (e.g., medical images, text, and electronic health records), researchers have recently increased their interest in developing AI solutions for clinical care. Moreover, a diverse repertoire of methods can be chosen towards creating performant models for use in medical applications, ranging from disease prediction, diagnosis, and prognosis to opting for the most appropriate treatment for an individual patient. In this respect, the present paper aims to review the advancements reported at the convergence of AI and clinical care. Thus, this work presents AI clinical applications in a comprehensive manner, discussing the recent literature studies classified according to medical specialties. In addition, the challenges and limitations hindering AI integration in the clinical setting are further pointed out.
format Online
Article
Text
id pubmed-9031863
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-90318632022-04-23 Clinical Applications of Artificial Intelligence—An Updated Overview Busnatu, Ștefan Niculescu, Adelina-Gabriela Bolocan, Alexandra Petrescu, George E. D. Păduraru, Dan Nicolae Năstasă, Iulian Lupușoru, Mircea Geantă, Marius Andronic, Octavian Grumezescu, Alexandru Mihai Martins, Henrique J Clin Med Review Artificial intelligence has the potential to revolutionize modern society in all its aspects. Encouraged by the variety and vast amount of data that can be gathered from patients (e.g., medical images, text, and electronic health records), researchers have recently increased their interest in developing AI solutions for clinical care. Moreover, a diverse repertoire of methods can be chosen towards creating performant models for use in medical applications, ranging from disease prediction, diagnosis, and prognosis to opting for the most appropriate treatment for an individual patient. In this respect, the present paper aims to review the advancements reported at the convergence of AI and clinical care. Thus, this work presents AI clinical applications in a comprehensive manner, discussing the recent literature studies classified according to medical specialties. In addition, the challenges and limitations hindering AI integration in the clinical setting are further pointed out. MDPI 2022-04-18 /pmc/articles/PMC9031863/ /pubmed/35456357 http://dx.doi.org/10.3390/jcm11082265 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Busnatu, Ștefan
Niculescu, Adelina-Gabriela
Bolocan, Alexandra
Petrescu, George E. D.
Păduraru, Dan Nicolae
Năstasă, Iulian
Lupușoru, Mircea
Geantă, Marius
Andronic, Octavian
Grumezescu, Alexandru Mihai
Martins, Henrique
Clinical Applications of Artificial Intelligence—An Updated Overview
title Clinical Applications of Artificial Intelligence—An Updated Overview
title_full Clinical Applications of Artificial Intelligence—An Updated Overview
title_fullStr Clinical Applications of Artificial Intelligence—An Updated Overview
title_full_unstemmed Clinical Applications of Artificial Intelligence—An Updated Overview
title_short Clinical Applications of Artificial Intelligence—An Updated Overview
title_sort clinical applications of artificial intelligence—an updated overview
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9031863/
https://www.ncbi.nlm.nih.gov/pubmed/35456357
http://dx.doi.org/10.3390/jcm11082265
work_keys_str_mv AT busnatustefan clinicalapplicationsofartificialintelligenceanupdatedoverview
AT niculescuadelinagabriela clinicalapplicationsofartificialintelligenceanupdatedoverview
AT bolocanalexandra clinicalapplicationsofartificialintelligenceanupdatedoverview
AT petrescugeorgeed clinicalapplicationsofartificialintelligenceanupdatedoverview
AT padurarudannicolae clinicalapplicationsofartificialintelligenceanupdatedoverview
AT nastasaiulian clinicalapplicationsofartificialintelligenceanupdatedoverview
AT lupusorumircea clinicalapplicationsofartificialintelligenceanupdatedoverview
AT geantamarius clinicalapplicationsofartificialintelligenceanupdatedoverview
AT andronicoctavian clinicalapplicationsofartificialintelligenceanupdatedoverview
AT grumezescualexandrumihai clinicalapplicationsofartificialintelligenceanupdatedoverview
AT martinshenrique clinicalapplicationsofartificialintelligenceanupdatedoverview