{"id":"https://openalex.org/W4289668464","doi":"https://doi.org/10.1007/978-3-031-13324-4_43","title":"Mixup Data Augmentation for COVID-19 Infection Percentage Estimation","display_name":"Mixup Data Augmentation for COVID-19 Infection Percentage Estimation","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4289668464","doi":"https://doi.org/10.1007/978-3-031-13324-4_43"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-13324-4_43","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-13324-4_43","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5053669032","display_name":"Maria Ausilia Napoli Spatafora","orcid":"https://orcid.org/0000-0001-5259-7353"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Maria Ausilia Napoli Spatafora","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Catania, Catania, Italy"],"raw_orcid":"https://orcid.org/0000-0001-5259-7353","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Catania, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076307306","display_name":"Alessandro Ortis","orcid":"https://orcid.org/0000-0003-3461-4679"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Ortis","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Catania, Catania, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3461-4679","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Catania, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042746008","display_name":"Sebastiano Battiato","orcid":"https://orcid.org/0000-0001-6127-2470"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sebastiano Battiato","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Catania, Catania, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6127-2470","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Catania, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053669032"],"corresponding_institution_ids":["https://openalex.org/I39063666"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9249,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77005226,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"508","last_page":"519"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":1.0,"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":1.0,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9954000115394592,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9789000153541565,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.8333892226219177},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6682152152061462},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.631860077381134},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.6251869201660156},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6240530610084534},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.5584878325462341},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.5213526487350464},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5212812423706055},{"id":"https://openalex.org/keywords/radiological-weapon","display_name":"Radiological weapon","score":0.5041905641555786},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.4307989776134491},{"id":"https://openalex.org/keywords/outbreak","display_name":"Outbreak","score":0.4105578064918518},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38426458835601807},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3599169850349426},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.34653550386428833},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.33101797103881836},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19397911429405212},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.17024245858192444},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.16205653548240662},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.16146469116210938},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11419445276260376},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07500913739204407}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.8333892226219177},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6682152152061462},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.631860077381134},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.6251869201660156},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6240530610084534},{"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":0.5584878325462341},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.5213526487350464},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5212812423706055},{"id":"https://openalex.org/C190892606","wikidata":"https://www.wikidata.org/wiki/Q3512464","display_name":"Radiological weapon","level":2,"score":0.5041905641555786},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.4307989776134491},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.4105578064918518},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38426458835601807},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3599169850349426},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.34653550386428833},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.33101797103881836},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19397911429405212},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.17024245858192444},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.16205653548240662},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.16146469116210938},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11419445276260376},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07500913739204407},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-13324-4_43","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-13324-4_43","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2046033161","https://openalex.org/W2117539524","https://openalex.org/W2183341477","https://openalex.org/W2417429787","https://openalex.org/W2549139847","https://openalex.org/W2809598685","https://openalex.org/W2943960805","https://openalex.org/W2954996726","https://openalex.org/W2963172626","https://openalex.org/W3001118548","https://openalex.org/W3004815273","https://openalex.org/W3006082171","https://openalex.org/W3007497549","https://openalex.org/W3008985036","https://openalex.org/W3014475424","https://openalex.org/W3014725478","https://openalex.org/W3016665512","https://openalex.org/W3024506939","https://openalex.org/W3036908895","https://openalex.org/W3104810384","https://openalex.org/W3108833610","https://openalex.org/W3128421229","https://openalex.org/W3133932812","https://openalex.org/W3160547605","https://openalex.org/W3177079919","https://openalex.org/W3199981375","https://openalex.org/W3217683468","https://openalex.org/W4206251867","https://openalex.org/W6600281463","https://openalex.org/W6604385074"],"related_works":["https://openalex.org/W2373635223","https://openalex.org/W2412355096","https://openalex.org/W2431766951","https://openalex.org/W1990012352","https://openalex.org/W127458931","https://openalex.org/W4385969441","https://openalex.org/W986318368","https://openalex.org/W2058284656","https://openalex.org/W2362266265","https://openalex.org/W3028429280"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
