Therapeutic application of machine learning in psoriasis : a Prisma systematic review

dc.contributor.authorLunge, Snehal Balvant
dc.contributor.authorShetty, Nandini Sundar
dc.contributor.authorSardesai, Vidyadhar R.
dc.contributor.authorKaragaiah, Priyanka
dc.contributor.authorYamauchi, Paul S.
dc.contributor.authorWeinberg, Jeffrey
dc.contributor.authorKircik, Leon
dc.contributor.authorGiulini, Mario
dc.contributor.authorGoldust, Mohamad
dc.date.accessioned2023-01-19T09:15:37Z
dc.date.available2023-01-19T09:15:37Z
dc.date.issued2022
dc.description.abstractDermatology, being a predominantly visual-based diagnostic field, has found itself to be at the epitome of artificial intelligence (AI)-based advances. Machine learning (ML), a subset of AI, goes a step further by recognizing patterns from data and teaches machines to automatically learn tasks. Although artificial intelligence in dermatology is mostly developed in melanoma and skin cancer diagnosis, advances in AI and ML have gone far ahead and found its application in ulcer assessment, psoriasis, atopic dermatitis, onychomycosis, etc. This article is focused on the application of ML in the therapeutic aspect of psoriasis.en_GB
dc.description.sponsorshipGefördert durch die Deutsche Forschungsgemeinschaft (DFG) - Projektnummer 491381577
dc.identifier.doihttp://doi.org/10.25358/openscience-8592
dc.identifier.urihttps://openscience.ub.uni-mainz.de/handle/20.500.12030/8608
dc.language.isoeng
dc.rightsCC-BY-NC-4.0
dc.rights.urihttps://creativecommons.org/licenses/by-nc/4.0/
dc.subject.ddc610 Medizinde_DE
dc.subject.ddc610 Medical sciencesen_GB
dc.titleTherapeutic application of machine learning in psoriasis : a Prisma systematic reviewen_GB
dc.typeZeitschriftenaufsatzde_DE
jgu.apc.pricePAR-Fee
jgu.apc.transformationcontractWiley (DEAL)
jgu.dfg.year2022
jgu.journal.titleJournal of cosmetic dermatology
jgu.journal.volumeVersion of Record (VoR)
jgu.organisation.departmentFB 04 Medizinde_DE
jgu.organisation.nameJohannes Gutenberg-Universität Mainzde_DE
jgu.organisation.number2700
jgu.organisation.placeMainz
jgu.organisation.rorhttps://ror.org/023b0x485
jgu.publisher.doi10.1111/jocd.15122
jgu.publisher.issn1473-2165
jgu.publisher.nameWiley-Blackwell
jgu.publisher.placeOxford
jgu.publisher.year2022
jgu.rights.accessrightsopenAccessen_GB
jgu.subject.ddccode610
jgu.subject.dfgLebenswissenschaftende_DE
jgu.type.dinitypeArticleen_GB
jgu.type.resourceTexten_GB
jgu.type.versionPublished versionen_GB

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