{"authors":[{"id":null,"fullName":"Stephan Kemenes","name":null,"surname":null,"rank":1,"pid":null},{"id":null,"fullName":"Stephan Kemenes","name":null,"surname":null,"rank":2,"pid":null},{"id":null,"fullName":"Liu Chang","name":null,"surname":null,"rank":3,"pid":null},{"id":null,"fullName":"Maja Schlereth","name":null,"surname":null,"rank":4,"pid":null},{"id":null,"fullName":"Rita Noversa de Sousa","name":null,"surname":null,"rank":5,"pid":null},{"id":null,"fullName":"Rita Noversa de Sousa","name":null,"surname":null,"rank":6,"pid":null},{"id":null,"fullName":"Ioanna Minopoulou","name":null,"surname":null,"rank":7,"pid":null},{"id":null,"fullName":"Pauline Fenzl","name":null,"surname":null,"rank":8,"pid":null},{"id":null,"fullName":"Pauline Fenzl","name":null,"surname":null,"rank":9,"pid":null},{"id":null,"fullName":"Giulia Corte","name":null,"surname":null,"rank":10,"pid":null},{"id":null,"fullName":"Giulia Corte","name":null,"surname":null,"rank":11,"pid":null},{"id":null,"fullName":"Melek Yalcin Mutlu","name":null,"surname":null,"rank":12,"pid":null},{"id":null,"fullName":"Melek Yalcin Mutlu","name":null,"surname":null,"rank":13,"pid":null},{"id":null,"fullName":"Michael Wolfgang Höner","name":null,"surname":null,"rank":14,"pid":null},{"id":null,"fullName":"Michael Wolfgang Höner","name":null,"surname":null,"rank":15,"pid":null},{"id":null,"fullName":"Ioannis Sagonas","name":null,"surname":null,"rank":16,"pid":null},{"id":null,"fullName":"Ioannis Sagonas","name":null,"surname":null,"rank":17,"pid":null},{"id":null,"fullName":"Birte Coppers","name":null,"surname":null,"rank":18,"pid":null},{"id":null,"fullName":"Birte Coppers","name":null,"surname":null,"rank":19,"pid":null},{"id":null,"fullName":"Anna-Maria Liphardt","name":null,"surname":null,"rank":20,"pid":null},{"id":null,"fullName":"Anna-Maria Liphardt","name":null,"surname":null,"rank":21,"pid":null},{"id":null,"fullName":"David Simon","name":null,"surname":null,"rank":22,"pid":null},{"id":"orcid_______::b35123adbefbee10b6830eb973003972","fullName":"Arnd Kleyer","name":null,"surname":null,"rank":23,"pid":{"id":{"scheme":"orcid","value":"0000-0002-2026-7728"},"provenance":null}},{"id":null,"fullName":"Lukas Folle","name":null,"surname":null,"rank":24,"pid":null},{"id":null,"fullName":"Michael Sticherling","name":null,"surname":null,"rank":25,"pid":null},{"id":null,"fullName":"Michael Sticherling","name":null,"surname":null,"rank":26,"pid":null},{"id":"orcid_______::1517a10a4d53e0eb758f66aaa9d8527e","fullName":"Georg Schett","name":null,"surname":null,"rank":27,"pid":{"id":{"scheme":"orcid","value":"0000-0001-8740-9615"},"provenance":null}},{"id":null,"fullName":"Georg Schett","name":null,"surname":null,"rank":28,"pid":null},{"id":null,"fullName":"Andreas Maier","name":null,"surname":null,"rank":29,"pid":null},{"id":"orcid_______::02337ff1c414a37e7f3545e3e036b38b","fullName":"Filippo Fagni","name":null,"surname":null,"rank":30,"pid":{"id":{"scheme":"orcid","value":"0000-0002-6122-0774"},"provenance":null}},{"id":null,"fullName":"Filippo Fagni","name":null,"surname":null,"rank":31,"pid":null}],"openAccessColor":"gold","publiclyFunded":false,"eoscIfGuidelines":null,"type":"publication","language":{"code":"und","label":"Undetermined"},"countries":[{"code":"DE","label":"Germany","provenance":null}],"subjects":[{"subject":{"scheme":"keyword","value":"psoriatic arthritis"},"provenance":null},{"subject":{"scheme":"keyword","value":"outcome measures"},"provenance":null},{"subject":{"scheme":"keyword","value":"Medicine (General)"},"provenance":null},{"subject":{"scheme":"keyword","value":"machine learning"},"provenance":null},{"subject":{"scheme":"keyword","value":"NAPSI"},"provenance":null},{"subject":{"scheme":"keyword","value":"R5-920"},"provenance":null},{"subject":{"scheme":"FOS","value":"0202 electrical engineering, electronic engineering, information engineering"},"provenance":null},{"subject":{"scheme":"keyword","value":"nail disease"},"provenance":null},{"subject":{"scheme":"keyword","value":"Medicine"},"provenance":null},{"subject":{"scheme":"keyword","value":"MNAPSI"},"provenance":null},{"subject":{"scheme":"FOS","value":"02 engineering and technology"},"provenance":null},{"subject":{"scheme":"keyword","value":"psoriasis"},"provenance":null},{"subject":{"scheme":"keyword","value":"artificial intelligence"},"provenance":null}],"mainTitle":"Advancement and independent validation of a deep learning-based tool for automated scoring of nail psoriasis severity using the modified nail psoriasis severity index","subTitle":null,"descriptions":["<jats:sec><jats:title>Objective</jats:title><jats:p>To improve and validate a convolutional neural network (CNN)-based model for the automated scoring of nail psoriasis severity using the modified Nail Psoriasis Severity Index (mNAPSI) with adequate accuracy across all severity classes and without dependency on standardized conditions.</jats:p></jats:sec><jats:sec><jats:title>Methods</jats:title><jats:p>Patients with psoriasis (PsO), psoriatic arthritis (PsA), and non-psoriatic controls including healthy individuals and patients with rheumatoid arthritis were included for training, while validation utilized an independent cohort of psoriatic patients. Nail photographs were pre-processed and segmented and mNAPSI scores were annotated by five expert readers. A CNN based on Bidirectional Encoder representation from Image Transformers (BEiT) architecture and pre-trained on ImageNet-22k was fine-tuned for mNAPSI classification. Model performance was compared with human annotations by using area under the receiver operating characteristic curve (AUROC) and other metrics. A reader study was performed to assess inter-rater variability.</jats:p></jats:sec><jats:sec><jats:title>Results</jats:title><jats:p>In total, 460 patients providing 4,400 nail photographs were included in the training dataset. The independent validation dataset included 118 further patients who provided 929 nail photographs. The CNN demonstrated high classification performance on the training dataset, achieving mean (SD) AUROC of 86% ± 7% across mNAPSI classes. Performance remained robust on the independent validation dataset, with a mean AUROC of 80% ± 9%, despite variability in imaging conditions. Compared with human annotation, the CNN achieved a Pearson correlation of 0.94 on a patient-level, which remained consistent in the validation dataset.</jats:p></jats:sec><jats:sec><jats:title>Conclusion</jats:title><jats:p>We developed and validated a CNN that enables the automated, objective scoring of nail psoriasis severity based on mNAPSI with high reliability and without need of image standardization. This approach has potential clinical utility for enabling a standardized time-efficient assessment of nail involvement in the psoriatic disease and possibly as a self-reporting tool.</jats:p></jats:sec>"],"publicationDate":"2025-04-02","publisher":"Frontiers Media SA","embargoEndDate":null,"sources":["Crossref","Front Med (Lausanne)","Frontiers in Medicine, Vol 12 (2025)","Frontiers in Medicine"],"formats":["application/pdf"],"contributors":null,"coverages":null,"bestAccessRight":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"container":{"name":"Frontiers in Medicine","issnPrinted":null,"issnOnline":"2296-858X","issnLinking":null,"ep":null,"iss":null,"sp":null,"vol":"12","edition":null,"conferencePlace":null,"conferenceDate":null},"documentationUrls":null,"codeRepositoryUrl":null,"programmingLanguage":null,"contactPeople":null,"contactGroups":null,"tools":null,"size":null,"version":null,"geoLocations":null,"id":"doi_dedup___::a87a91d1ef0f56f2288262027cb4e76e","originalIds":["10.3389/fmed.2025.1574413","50|doiboost____|a87a91d1ef0f56f2288262027cb4e76e","od_______267::c436cb603961b2763d838dc0c8c19876","40241894","PMC12000154","50|od_______267::c436cb603961b2763d838dc0c8c19876","oai:pubmedcentral.nih.gov:12000154","50|doajarticles::5bcd661df7904f325c631fde42dad2d2","oai:doaj.org/article:04e1f1502c9f447dabc7bd08e95e2b53","oai:open.fau.de:openfau/35994","50|od______2091::8a5e9ec289f5f9796031b9ff8338ad66","50|r3c4b2081b22::a87a91d1ef0f56f2288262027cb4e76e","50|sygma_______::a87a91d1ef0f56f2288262027cb4e76e"],"pids":[{"scheme":"doi","value":"10.3389/fmed.2025.1574413"},{"scheme":"pmid","value":"40241894"},{"scheme":"pmc","value":"PMC12000154"}],"dateOfCollection":null,"lastUpdateTimeStamp":null,"indicators":{"citationImpact":{"citationCount":3.0,"influence":2.3605353E-9,"popularity":4.23045E-9,"impulse":3.0,"citationClass":"C5","influenceClass":"C5","impulseClass":"C5","popularityClass":"C4"}},"projects":[{"id":"corda__h2020::598bc93306f2017aa651c1793eb4b839","code":"101007757","acronym":"HIPPOCRATES","title":"Health Initiatives in Psoriasis and PsOriatic arthritis ConsoRTium European States","funder":"European Commission","pids":[{"scheme":"doi","value":"10.3030/101007757"}]},{"id":"corda__h2020::311e7a1013872d0db4f87755f69f5ce7","code":"810316","acronym":"4-D nanoSCOPE","title":"Advancing osteoporosis medicine by observing bone microstructure and remodelling using a four-dimensional nanoscope","funder":"European Commission","pids":[{"scheme":"doi","value":"10.3030/810316"}]}],"organizations":[{"legalName":"University of Erlangen-Nuremberg","acronym":"FAU","id":"openorgs____::c23c9b2109b0cad6476092ac3380722b","pids":[{"scheme":"GRID","value":"grid.5330.5"},{"scheme":"FundRef","value":"501100007947"},{"scheme":"fundref","value":"501100007947"},{"scheme":"OrgReg","value":"DE0020"},{"scheme":"ISNI","value":"0000000121073311"},{"scheme":"fundref","value":"501100009508"},{"scheme":"fundref","value":"501100007216"},{"scheme":"FundRef","value":"501100001652"},{"scheme":"wikidata","value":"Q40025"},{"scheme":"mag_id","value":"181369854"},{"scheme":"ROR","value":"https://ror.org/00f7hpc57"},{"scheme":"PIC","value":"999995408"},{"scheme":"Wikidata","value":"Q40025"},{"scheme":"FundRef","value":"501100009508"},{"scheme":"fundref","value":"501100001652"},{"scheme":"FundRef","value":"501100007216"},{"scheme":"OrgRef","value":"1776351"}],"countries":[{"code":"DE","label":"Germany"}],"websiteurl":"https://www.fau.de/"},{"legalName":"University of California","acronym":"University of California","id":"pending_org_::f40af4d4f7f52f508dff49be839eafb6","pids":null,"countries":[{"code":"US","label":"United States"}],"websiteurl":"https://uci.edu"},{"legalName":"University of Trieste","acronym":"UNITS","id":"openorgs____::c40726160f9afd975bc4b999990f7b68","pids":[{"scheme":"ISNI","value":"0000000119414308"},{"scheme":"fundref","value":"501100012306"},{"scheme":"OrgReg","value":"IT0087"},{"scheme":"PIC","value":"999842051"},{"scheme":"GRID","value":"grid.5133.4"},{"scheme":"wikidata","value":"Q1751060"},{"scheme":"Wikidata","value":"Q1751060"},{"scheme":"OrgRef","value":"453760"},{"scheme":"ROR","value":"https://ror.org/02n742c10"},{"scheme":"FundRef","value":"501100012306"},{"scheme":"mag_id","value":"142444530"}],"countries":[{"code":"IT","label":"Italy"}],"websiteurl":"http://www.units.it/"},{"legalName":"University of California, San Diego","acronym":"UCSD","id":"openorgs____::9afca00ab09aca931f9d55274bb50094","pids":[{"scheme":"mag_id","value":"36258959"},{"scheme":"wikidata","value":"Q622664"},{"scheme":"fundref","value":"100011108"},{"scheme":"fundref","value":"100009507"},{"scheme":"fundref","value":"100013847"},{"scheme":"FundRef","value":"100013844"},{"scheme":"fundref","value":"100005594"},{"scheme":"fundref","value":"100012378"},{"scheme":"FundRef","value":"100011114"},{"scheme":"fundref","value":"100013844"},{"scheme":"FundRef","value":"100011108"},{"scheme":"ROR","value":"https://ror.org/0168r3w48"},{"scheme":"fundref","value":"100011077"},{"scheme":"fundref","value":"100020698"},{"scheme":"fundref","value":"100008673"},{"scheme":"FundRef","value":"100012424"},{"scheme":"Wikidata","value":"Q622664"},{"scheme":"FundRef","value":"100008673"},{"scheme":"FundRef","value":"100013847"},{"scheme":"fundref","value":"100011114"},{"scheme":"fundref","value":"100011109"},{"scheme":"ISNI","value":"0000000121074242"},{"scheme":"fundref","value":"100005918"},{"scheme":"FundRef","value":"100012378"},{"scheme":"OrgRef","value":"31927"},{"scheme":"FundRef","value":"100005548"},{"scheme":"FundRef","value":"100009508"},{"scheme":"fundref","value":"100009508"},{"scheme":"GRID","value":"grid.266100.3"},{"scheme":"FundRef","value":"100011077"},{"scheme":"FundRef","value":"100005594"},{"scheme":"FundRef","value":"100005918"},{"scheme":"FundRef","value":"100007911"},{"scheme":"FundRef","value":"100020698"},{"scheme":"fundref","value":"100012424"},{"scheme":"fundref","value":"100005548"},{"scheme":"FundRef","value":"100011109"},{"scheme":"fundref","value":"100007911"},{"scheme":"FundRef","value":"100009507"}],"countries":[{"code":"US","label":"United States"}],"websiteurl":"http://ucsd.edu/"},{"legalName":"University of California","acronym":"University of California","id":"pending_org_::c0de832f829b2399c48a3645b66eed94","pids":[{"scheme":"RRID","value":"RRID:nlx_79438"},{"scheme":"ROR","value":"https://ror.org/03taz7m60"},{"scheme":"RRID","value":"RRID:SCR_011617"},{"scheme":"ROR","value":"https://ror.org/0168r3w48"},{"scheme":"RRID","value":"RRID:SCR_011625"},{"scheme":"ROR","value":"https://ror.org/00pjdza24"}],"countries":[{"code":"US","label":"United States"}],"websiteurl":"https://www.universityofcalifornia.edu/"},{"legalName":"Charité - University Medicine Berlin","acronym":"Charité - University Medicine Berlin","id":"openorgs____::9a98916ded1ce2e2efb895860b0e5b4b","pids":[{"scheme":"RRID","value":"RRID:nlx_149288"},{"scheme":"FundRef","value":"501100002839"},{"scheme":"OrgReg","value":"DE0030"},{"scheme":"GRID","value":"grid.6363.0"},{"scheme":"mag_id","value":"7877124"},{"scheme":"RRID","value":"RRID:SCR_011151"},{"scheme":"ROR","value":"https://ror.org/001w7jn25"},{"scheme":"PIC","value":"999992692"},{"scheme":"Wikidata","value":"Q162684"},{"scheme":"ISNI","value":"0000000122184662"},{"scheme":"OrgRef","value":"2559577"},{"scheme":"ROR","value":"https://ror.org/001w7jn25"},{"scheme":"fundref","value":"501100002839"},{"scheme":"wikidata","value":"Q162684"}],"countries":[{"code":"DE","label":"Germany"}],"websiteurl":"https://www.charite.de/en/"},{"legalName":"University of California, Berkely","acronym":"University of California, Berkely","id":"pending_org_::e576fa7a4f190bab0d1d4be1153d5efa","pids":[{"scheme":"mag_id","value":"2803209242"},{"scheme":"mag_id","value":"2801020883"},{"scheme":"GRID","value":"grid.468726.9"},{"scheme":"GRID","value":"grid.30389.31"}],"countries":[{"code":"US","label":"United States"}],"websiteurl":null},{"legalName":"Department of Dermatology","acronym":"Department of Dermatology","id":"pending_org_::bd5fe5784cce956bc2389087137188d0","pids":null,"countries":[{"code":"DE","label":"Germany"}],"websiteurl":null},{"legalName":"Universitätsklinikum Erlangen","acronym":"Universitätsklinikum Erlangen","id":"openorgs____::77721b81fd76a1ffe20344bdb193665d","pids":[{"scheme":"fundref","value":"501100018935"},{"scheme":"ISNI","value":"0000000099356525"},{"scheme":"Wikidata","value":"Q1544159"},{"scheme":"wikidata","value":"Q1544159"},{"scheme":"ROR","value":"https://ror.org/0030f2a11"},{"scheme":"PIC","value":"999866495"},{"scheme":"GRID","value":"grid.411668.c"},{"scheme":"OrgReg","value":"DE2004"},{"scheme":"FundRef","value":"501100018935"}],"countries":[{"code":"DE","label":"Germany"}],"websiteurl":"http://www.uk-erlangen.de/en/"},{"legalName":"University of California, Los Angeles","acronym":"UCLA","id":"openorgs____::f6ba0dca7819f8ac3afc8aaadb3cf7ca","pids":[{"scheme":"fundref","value":"100011078"},{"scheme":"fundref","value":"100007111"},{"scheme":"FundRef","value":"100007185"},{"scheme":"FundRef","value":"100007111"},{"scheme":"fundref","value":"100007185"},{"scheme":"Wikidata","value":"Q174710"},{"scheme":"FundRef","value":"100017823"},{"scheme":"FundRef","value":"100005916"},{"scheme":"fundref","value":"100008574"},{"scheme":"GRID","value":"grid.19006.3e"},{"scheme":"OrgRef","value":"1975104"},{"scheme":"OrgRef","value":"37765"},{"scheme":"FundRef","value":"100008204"},{"scheme":"FundRef","value":"100007799"},{"scheme":"fundref","value":"100006834"},{"scheme":"FundRef","value":"100008337"},{"scheme":"fundref","value":"100006429"},{"scheme":"fundref","value":"100008204"},{"scheme":"FundRef","value":"100006429"},{"scheme":"FundRef","value":"100011078"},{"scheme":"fundref","value":"100017823"},{"scheme":"fundref","value":"100005916"},{"scheme":"FundRef","value":"100008574"},{"scheme":"fundref","value":"100019139"},{"scheme":"FundRef","value":"100012735"},{"scheme":"ROR","value":"https://ror.org/046rm7j60"},{"scheme":"mag_id","value":"161318765"},{"scheme":"FundRef","value":"100019139"},{"scheme":"fundref","value":"100008623"},{"scheme":"fundref","value":"100008371"},{"scheme":"FundRef","value":"100008623"},{"scheme":"FundRef","value":"100016539"},{"scheme":"FundRef","value":"100011076"},{"scheme":"FundRef","value":"100008371"},{"scheme":"fundref","value":"100011075"},{"scheme":"ISNI","value":"0000000096326718"},{"scheme":"fundref","value":"100012735"},{"scheme":"fundref","value":"100016539"},{"scheme":"FundRef","value":"100008216"},{"scheme":"fundref","value":"100011113"},{"scheme":"ISNI","value":"0000000121678097"},{"scheme":"FundRef","value":"100007186"},{"scheme":"FundRef","value":"100011113"},{"scheme":"wikidata","value":"Q174710"},{"scheme":"FundRef","value":"100011075"},{"scheme":"fundref","value":"100007799"},{"scheme":"FundRef","value":"100017824"},{"scheme":"fundref","value":"100008337"},{"scheme":"fundref","value":"100008216"},{"scheme":"fundref","value":"100017824"},{"scheme":"fundref","value":"100011076"},{"scheme":"FundRef","value":"100006834"}],"countries":[{"code":"US","label":"United States"}],"websiteurl":"http://www.ucla.edu/"},{"legalName":"University of California","acronym":"University of California","id":"pending_org_::3b9bc9e9dc1717d21f0e74e5c488a0a8","pids":null,"countries":[{"code":"US","label":"United States"}],"websiteurl":null}],"communities":null,"collectedFrom":[{"key":"openaire____::a8db6f6b2ce4fe72e8b2314a9a93e7d9","value":"Sygma"},{"key":"opendoar____::0b1ec366924b26fc98fa7b71a9c249cf","value":"OPUS FAU - Online-Publikationssystem der Friedrich-Alexander-Universität Erlangen-Nürnberg"},{"key":"driver______::bee53aa31dc2cbb538c10c2b65fa5824","value":"DOAJ"},{"key":"openaire____::081b82f96300b6a6e3d282bad31cb6e2","value":"Crossref"},{"key":"opendoar____::8b6dd7db9af49e67306feb59a8bdc52c","value":"Europe PubMed Central"},{"key":"opendoar____::eda80a3d5b344bc40f3bc04f65b7a357","value":"PubMed Central"},{"key":"re3data_____::c4b2081b224be6b3e79d0e5e5556f631","value":"European Union Open Data Portal"}],"instances":[{"pids":[{"scheme":"doi","value":"10.3389/fmed.2025.1574413"}],"license":"CC BY","accessRight":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/","openAccessRoute":"gold"},"type":"Article","urls":["https://doi.org/10.3389/fmed.2025.1574413"],"publicationDate":"2025-04-02","refereed":"peerReviewed","hostedBy":{"key":"doajarticles::02d8a6024510bdb20e2508f1272e90ca","value":"Frontiers in Medicine"},"collectedFrom":{"key":"openaire____::081b82f96300b6a6e3d282bad31cb6e2","value":"Crossref"}},{"pids":[{"scheme":"pmid","value":"40241894"},{"scheme":"pmc","value":"PMC12000154"}],"alternateIdentifiers":[{"scheme":"doi","value":"10.3389/fmed.2025.1574413"}],"accessRight":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/","openAccessRoute":"gold"},"type":"Article","urls":["https://pubmed.ncbi.nlm.nih.gov/40241894"],"refereed":"nonPeerReviewed","hostedBy":{"key":"doajarticles::02d8a6024510bdb20e2508f1272e90ca","value":"Frontiers in Medicine"},"collectedFrom":{"key":"opendoar____::8b6dd7db9af49e67306feb59a8bdc52c","value":"Europe PubMed Central"}},{"alternateIdentifiers":[{"scheme":"doi","value":"10.3389/fmed.2025.1574413"}],"license":"CC BY","accessRight":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/","openAccessRoute":null},"type":"Article","urls":["http://dx.doi.org/10.3389/fmed.2025.1574413"],"publicationDate":"2025-04-02","refereed":"nonPeerReviewed","hostedBy":{"key":"opendoar____::eda80a3d5b344bc40f3bc04f65b7a357","value":"PubMed Central"},"collectedFrom":{"key":"opendoar____::eda80a3d5b344bc40f3bc04f65b7a357","value":"PubMed Central"}},{"alternateIdentifiers":[{"scheme":"doi","value":"10.3389/fmed.2025.1574413"}],"accessRight":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/","openAccessRoute":"gold"},"type":"Article","urls":["https://doaj.org/article/04e1f1502c9f447dabc7bd08e95e2b53"],"publicationDate":"2025-04-01","refereed":"nonPeerReviewed","hostedBy":{"key":"doajarticles::02d8a6024510bdb20e2508f1272e90ca","value":"Frontiers in Medicine"},"collectedFrom":{"key":"driver______::bee53aa31dc2cbb538c10c2b65fa5824","value":"DOAJ"}},{"alternateIdentifiers":[{"scheme":"doi","value":"10.3389/fmed.2025.1574413"}],"license":"CC BY","type":"Article","urls":["https://open.fau.de/handle/openfau/35994"],"publicationDate":"2025-05-02","refereed":"nonPeerReviewed","hostedBy":{"key":"opendoar____::0b1ec366924b26fc98fa7b71a9c249cf","value":"OPUS FAU - Online-Publikationssystem der Friedrich-Alexander-Universität Erlangen-Nürnberg"},"collectedFrom":{"key":"opendoar____::0b1ec366924b26fc98fa7b71a9c249cf","value":"OPUS FAU - Online-Publikationssystem der Friedrich-Alexander-Universität Erlangen-Nürnberg"}},{"alternateIdentifiers":[{"scheme":"doi","value":"10.3389/fmed.2025.1574413"}],"accessRight":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/","openAccessRoute":"gold"},"type":"Article","urls":["http://dx.doi.org/10.3389/fmed.2025.1574413"],"publicationDate":"2025-01-01","refereed":"peerReviewed","hostedBy":{"key":"doajarticles::02d8a6024510bdb20e2508f1272e90ca","value":"Frontiers in Medicine"},"collectedFrom":{"key":"re3data_____::c4b2081b224be6b3e79d0e5e5556f631","value":"European Union Open Data Portal"}},{"alternateIdentifiers":[{"scheme":"doi","value":"10.3389/fmed.2025.1574413"}],"license":"CC BY","accessRight":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/","openAccessRoute":"gold"},"type":"Article","urls":["http://dx.doi.org/10.3389/fmed.2025.1574413"],"refereed":"nonPeerReviewed","hostedBy":{"key":"doajarticles::02d8a6024510bdb20e2508f1272e90ca","value":"Frontiers in Medicine"},"collectedFrom":{"key":"openaire____::a8db6f6b2ce4fe72e8b2314a9a93e7d9","value":"Sygma"}}],"links":[{"header":{"relationType":"resultProject","relationClass":"isProducedBy","relatedIdentifier":"corda__h2020::598bc93306f2017aa651c1793eb4b839","relatedRecordType":"project","relationProvenance":"iis","trust":"0.897"},"collectedfrom":[{"dsId":"openaire____::a55eb91348674d853191f4f4fd73d078","dsName":"CORDA - COmmon Research DAta Warehouse - Horizon 2020"}],"projectTitle":"Health Initiatives in Psoriasis and PsOriatic arthritis ConsoRTium European States","code":"101007757","funding":{"funder":{"id":"ec__________::EC","shortname":"EC","name":"European Commission","jurisdiction":{"code":"EU","label":"European Union"},"pid":null},"level0":{"id":"ec__________::EC::H2020","description":"Horizon 2020 Framework Programme","name":"H2020"},"level1":{"id":"ec__________::EC::H2020::IMI2-RIA","description":"Research and Innovation action","name":"IMI2-RIA"},"level2":{"id":null,"description":null,"name":null}},"startDate":"2021-07-01","endDate":"2027-06-30"},{"header":{"relationType":"resultProject","relationClass":"isProducedBy","relatedIdentifier":"corda__h2020::311e7a1013872d0db4f87755f69f5ce7","relatedRecordType":"project","relationProvenance":"sysimport:crosswalk","trust":"0.9"},"collectedfrom":[{"dsId":"openaire____::a55eb91348674d853191f4f4fd73d078","dsName":"CORDA - COmmon Research DAta Warehouse - Horizon 2020"}],"projectTitle":"Advancing osteoporosis medicine by observing bone microstructure and remodelling using a four-dimensional nanoscope","code":"810316","funding":{"funder":{"id":"ec__________::EC","shortname":"EC","name":"European Commission","jurisdiction":{"code":"EU","label":"European Union"},"pid":null},"level0":{"id":"ec__________::EC::H2020","description":"Horizon 2020 Framework Programme","name":"H2020"},"level1":{"id":"ec__________::EC::H2020::ERC","description":"European Research Council","name":"ERC"},"level2":{"id":"ec__________::EC::H2020::ERC::ERC-SyG","description":"Synergy grant","name":"ERC-SyG"}},"startDate":"2019-04-01","endDate":"2025-12-31"}],"otherTitles":null,"inDiamondJournal":false,"green":true,"isGreen":true,"isInDiamondJournal":false}