{"id":"https://openalex.org/W4401750150","doi":"https://doi.org/10.1109/isbi56570.2024.10635324","title":"AI-Assisted Diagnosis for Covid-19 CXR Screening: from Data Collection to Clinical Validation","display_name":"AI-Assisted Diagnosis for Covid-19 CXR Screening: from Data Collection to Clinical Validation","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401750150","doi":"https://doi.org/10.1109/isbi56570.2024.10635324"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635324","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635324","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018312903","display_name":"Carlo Alberto Barbano","orcid":"https://orcid.org/0000-0001-9512-0440"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carlo Alberto Barbano","raw_affiliation_strings":["University of Turin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Turin","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058293179","display_name":"Riccardo Renzulli","orcid":"https://orcid.org/0000-0003-0532-5966"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo Renzulli","raw_affiliation_strings":["University of Turin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Turin","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060382649","display_name":"Marco Grosso","orcid":"https://orcid.org/0000-0002-7083-0929"},"institutions":[{"id":"https://openalex.org/I4210091363","display_name":"ASL Roma","ror":"https://ror.org/00eq8n589","country_code":"IT","type":"government","lineage":["https://openalex.org/I4210091363"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Grosso","raw_affiliation_strings":["Azienda Sanitaria Locale TO3"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Azienda Sanitaria Locale TO3","institution_ids":["https://openalex.org/I4210091363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082598643","display_name":"Domenico Basile","orcid":"https://orcid.org/0000-0002-7184-5225"},"institutions":[{"id":"https://openalex.org/I4210091363","display_name":"ASL Roma","ror":"https://ror.org/00eq8n589","country_code":"IT","type":"government","lineage":["https://openalex.org/I4210091363"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Domenico Basile","raw_affiliation_strings":["Azienda Sanitaria Locale TO3"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Azienda Sanitaria Locale TO3","institution_ids":["https://openalex.org/I4210091363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032993055","display_name":"Marco Busso","orcid":"https://orcid.org/0000-0001-8176-8641"},"institutions":[{"id":"https://openalex.org/I4210091363","display_name":"ASL Roma","ror":"https://ror.org/00eq8n589","country_code":"IT","type":"government","lineage":["https://openalex.org/I4210091363"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Busso","raw_affiliation_strings":["Azienda Sanitaria Locale TO3"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Azienda Sanitaria Locale TO3","institution_ids":["https://openalex.org/I4210091363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079141778","display_name":"Marco Grangetto","orcid":"https://orcid.org/0000-0002-2709-7864"},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Grangetto","raw_affiliation_strings":["University of Turin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Turin","institution_ids":["https://openalex.org/I55143463"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9765999913215637,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6894763112068176},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.5062436461448669},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5010955333709717},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.4783022999763489},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.4757140278816223},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.3345469832420349},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.31548652052879333},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12009745836257935},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.09699112176895142},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07719919085502625},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.06111055612564087}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6894763112068176},{"id":"https://openalex.org/C3007834351","wikidata":"https://www.wikidata.org/wiki/Q82069695","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","level":5,"score":0.5062436461448669},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5010955333709717},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.4783022999763489},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.4757140278816223},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.3345469832420349},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31548652052879333},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12009745836257935},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.09699112176895142},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07719919085502625},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.06111055612564087},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635324","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635324","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2963446712","https://openalex.org/W2963466845","https://openalex.org/W2979557864","https://openalex.org/W3007273493","https://openalex.org/W3008627141","https://openalex.org/W3015984951","https://openalex.org/W3021476631","https://openalex.org/W4281703864","https://openalex.org/W4308829776","https://openalex.org/W6768403040","https://openalex.org/W6847016142","https://openalex.org/W6862967620"],"related_works":["https://openalex.org/W3036314732","https://openalex.org/W3009669391","https://openalex.org/W4382894326","https://openalex.org/W3176864053","https://openalex.org/W4206669628","https://openalex.org/W4292098121","https://openalex.org/W3154141118","https://openalex.org/W4388896133","https://openalex.org/W3031607536","https://openalex.org/W4205317059"],"abstract_inverted_index":{"In":[0],"this":[1,45],"paper,":[2],"we":[3],"present":[4],"the":[5,9,49,52,64,68,97,101,111],"major":[6],"results":[7],"from":[8,37],"Covid":[10],"Radiographic":[11],"imaging":[12],"System":[13],"based":[14,79],"on":[15,80],"AI":[16],"(Co.R.S.A.)":[17],"project,":[18],"which":[19],"took":[20],"place":[21],"in":[22,114],"Italy.":[23],"This":[24],"project":[25],"aims":[26],"to":[27,109],"develop":[28],"a":[29,56,81],"state-of-the-art":[30,87],"AI-based":[31],"system":[32],"for":[33,60],"diagnosing":[34],"Covid-19":[35,61],"pneumonia":[36],"Chest":[38],"X-ray":[39],"(CXR)":[40],"images.":[41],"The":[42,74],"contributions":[43],"of":[44,51,67,100,116],"work":[46],"are":[47],"manyfold:":[48],"release":[50],"public":[53],"CORDA":[54],"dataset,":[55],"deep":[57],"learning":[58],"pipeline":[59],"detection,":[62],"and":[63,118],"clinical":[65],"validation":[66],"developed":[69],"solution":[70],"by":[71,105],"expert":[72],"radiologists.":[73],"proposed":[75],"detection":[76],"model":[77],"is":[78],"two-step":[82],"approach":[83],"that,":[84],"paired":[85],"with":[86],"debiasing,":[88],"provides":[89],"reliable":[90],"results.":[91],"Most":[92],"importantly,":[93],"our":[94],"investigation":[95],"includes":[96],"actual":[98],"usage":[99],"diagnosis":[102],"aid":[103],"tool":[104],"radiologists,":[106],"allowing":[107],"us":[108],"assess":[110],"real":[112],"benefits":[113],"terms":[115],"accuracy":[117],"time":[119],"efficiency.":[120],"Project":[121],"homepage:":[122],"https:":[123],"//corsa.di.unito.it/":[124]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}