Artificial Intelligence–Aided Precision Medicine for COVID-19: Strategic Areas of Research and Development

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dc.contributor.authorSantus, Enrico
dc.contributor.authorMarino, Nicola
dc.contributor.authorCirillo, Davide
dc.contributor.authorChersoni, Emmanuele
dc.contributor.authorMontagud, Arnau
dc.contributor.authorSantuccione Chadha, Antonella
dc.contributor.authorValencia, Alfonso
dc.contributor.authorHughes, Kevin
dc.contributor.authorLindvall, Charlotta
dc.contributor.otherBarcelona Supercomputing Center
dc.date.accessioned2021-03-17T13:56:28Z
dc.date.available2021-03-17T13:56:28Z
dc.date.issued2021-03
dc.description.abstractArtificial intelligence (AI) technologies can play a key role in preventing, detecting, and monitoring epidemics. In this paper, we provide an overview of the recently published literature on the COVID-19 pandemic in four strategic areas: (1) triage, diagnosis, and risk prediction; (2) drug repurposing and development; (3) pharmacogenomics and vaccines; and (4) mining of the medical literature. We highlight how AI-powered health care can enable public health systems to efficiently handle future outbreaks and improve patient outcomes.
dc.description.peerreviewedPeer Reviewed
dc.description.sponsorshipWe are deeply thankful to the Women’s Brain Project (WBP) (www.womensbrainproject.com), an international organization advocating for women’s brain and mental health through scientific research, debate, and public engagement. The authors would like to thank Maria Teresa Ferretti and Shahnaz Radjy for the helpful comments. DC, AM, and AV have received funding from the European Commission’s Horizon 2020 Program H2020-SC1-DTH-2018-1, “iPC-individualizedPaediatricCure” (ref. 826121), and H2020-ICT-2018-2, “INFORE-Interactive Extreme-Scale Analytics and Forecasting” (ref. 825070).
dc.description.versionPostprint (published version)
dc.format.extent12 p.
dc.identifier.citationSantus, E. [et al.]. Artificial Intelligence–Aided Precision Medicine for COVID-19: Strategic Areas of Research and Development. "Journal of Medical Internet Research", Març 2021, vol. 23, núm. 3, e22453.
dc.identifier.doi10.2196/22453
dc.identifier.issn1438-8871
dc.identifier.pmid33560998
dc.identifier.urihttps://hdl.handle.net/2117/341874
dc.language.isoeng
dc.publisherJMIR Publications
dc.relation.projectidinfo:eu-repo/grantAgreement/EC/H2020/826121/EU/individualizedPaediatricCure: Cloud-based virtual-patient models for precision paediatric oncology/iPC
dc.relation.projectidinfo:eu-repo/grantAgreement/EC/H2020/825070/EU/Interactive Extreme-Scale Analytics and Forecasting/INFORE
dc.relation.publisherversionhttps://www.jmir.org/2021/3/e22453/
dc.rights.accessOpen Access
dc.rights.licensenameAttribution 3.0 Spain
dc.rights.licensenameAttribution 4.0 International (CC BY 4.0)
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/es/
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectÀrees temàtiques de la UPC::Informàtica::Intel·ligència artificial
dc.subject.lcshCOVID-19 (Disease)
dc.subject.lcshPandemics and COVID-19
dc.subject.lcshPersonalized medicine
dc.subject.lemacCOVID-19 (Malaltia)
dc.subject.lemacIntel.ligència artificial
dc.subject.otherCOVID-19
dc.subject.otherSARS-CoV-2
dc.subject.otherArtificial intelligence
dc.subject.otherPersonalized medicine
dc.subject.otherPrecision medicine
dc.subject.otherPrevention
dc.subject.otherMonitoring
dc.subject.otherEpidemic
dc.subject.otherLiterature
dc.subject.otherPublic health
dc.subject.otherPandemic
dc.titleArtificial Intelligence–Aided Precision Medicine for COVID-19: Strategic Areas of Research and Development
dc.typeArticle
dspace.entity.typePublication
local.citation.number3
local.citation.othere22453
local.citation.publicationNameJournal of Medical Internet Research
local.citation.volume23

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