{"id":"https://openalex.org/W3123998183","doi":"https://doi.org/10.1109/bibm49941.2020.9313469","title":"On the use of clinical based infection data for pandemic case studies","display_name":"On the use of clinical based infection data for pandemic case studies","publication_year":2020,"publication_date":"2020-12-16","ids":{"openalex":"https://openalex.org/W3123998183","doi":"https://doi.org/10.1109/bibm49941.2020.9313469","mag":"3123998183"},"language":"en","primary_location":{"id":"doi:10.1109/bibm49941.2020.9313469","is_oa":true,"landing_page_url":"https://doi.org/10.1109/bibm49941.2020.9313469","pdf_url":"https://ieeexplore.ieee.org/ielx7/9312958/9312977/09313469.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/9312958/9312977/09313469.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087181065","display_name":"Giuseppe Tradigo","orcid":"https://orcid.org/0000-0002-1367-8676"},"institutions":[{"id":"https://openalex.org/I167322064","display_name":"Universit\u00e0 degli Studi eCampus","ror":"https://ror.org/006maft66","country_code":"IT","type":"education","lineage":["https://openalex.org/I167322064"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Tradigo","raw_affiliation_strings":["Ecampus University Novedrate,Italy","Ecampus University Novedrate, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ecampus University Novedrate,Italy","institution_ids":["https://openalex.org/I167322064"]},{"raw_affiliation_string":"Ecampus University Novedrate, Italy","institution_ids":["https://openalex.org/I167322064"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077594815","display_name":"Patrizia Vizza","orcid":"https://orcid.org/0000-0002-0014-478X"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Patrizia Vizza","raw_affiliation_strings":["University Magna Graecia of Catanzaro,Bioinformatic Unit,Catanzaro,Italy","Bioinformatic Unit, University Magna Graecia of Catanzaro, Catanzaro, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Magna Graecia of Catanzaro,Bioinformatic Unit,Catanzaro,Italy","institution_ids":["https://openalex.org/I36443711"]},{"raw_affiliation_string":"Bioinformatic Unit, University Magna Graecia of Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013341945","display_name":"Gabriel Gabriele","orcid":null},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gabriel Gabriele","raw_affiliation_strings":["University Magna Graecia of Catanzaro,Infectious Diseases Unit,Catanzaro,Italy","Infectious Diseases Unit, University Magna Graecia of Catanzaro, Catanzaro, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Magna Graecia of Catanzaro,Infectious Diseases Unit,Catanzaro,Italy","institution_ids":["https://openalex.org/I36443711"]},{"raw_affiliation_string":"Infectious Diseases Unit, University Magna Graecia of Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009907607","display_name":"Maria Mazzitelli","orcid":"https://orcid.org/0000-0003-0263-0703"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Mazzitelli","raw_affiliation_strings":["University Magna Graecia of Catanzaro,Infectious Diseases Unit,Catanzaro,Italy","Infectious Diseases Unit, University Magna Graecia of Catanzaro, Catanzaro, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Magna Graecia of Catanzaro,Infectious Diseases Unit,Catanzaro,Italy","institution_ids":["https://openalex.org/I36443711"]},{"raw_affiliation_string":"Infectious Diseases Unit, University Magna Graecia of Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074373099","display_name":"Carlo Torti","orcid":"https://orcid.org/0000-0001-7631-5453"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carlo Torti","raw_affiliation_strings":["University Magna Graecia of Catanzaro,Infectious Diseases Unit,Catanzaro,Italy","Infectious Diseases Unit, University Magna Graecia of Catanzaro, Catanzaro, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Magna Graecia of Catanzaro,Infectious Diseases Unit,Catanzaro,Italy","institution_ids":["https://openalex.org/I36443711"]},{"raw_affiliation_string":"Infectious Diseases Unit, University Magna Graecia of Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039419132","display_name":"Mattia Prosperi","orcid":"https://orcid.org/0000-0002-9021-5595"},"institutions":[{"id":"https://openalex.org/I2800717037","display_name":"University of Florida Health","ror":"https://ror.org/04tk2gy88","country_code":"US","type":"education","lineage":["https://openalex.org/I2800717037"]},{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]},{"id":"https://openalex.org/I94062374","display_name":"Florida College","ror":"https://ror.org/010bgev76","country_code":"US","type":"education","lineage":["https://openalex.org/I94062374"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mattia Prosperi","raw_affiliation_strings":["University of Florida,Epidemiology Department,Florida,USA","Epidemiology Department, University of Florida, Florida, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Florida,Epidemiology Department,Florida,USA","institution_ids":["https://openalex.org/I2800717037","https://openalex.org/I33213144","https://openalex.org/I94062374"]},{"raw_affiliation_string":"Epidemiology Department, University of Florida, Florida, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037399554","display_name":"Pietro Hiram Guzzi","orcid":"https://orcid.org/0000-0001-5542-2997"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pietro Hiram Guzzi","raw_affiliation_strings":["University Magna Graecia of Catanzaro,Bioinformatic Unit,Catanzaro,Italy","Bioinformatic Unit, University Magna Graecia of Catanzaro, Catanzaro, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Magna Graecia of Catanzaro,Bioinformatic Unit,Catanzaro,Italy","institution_ids":["https://openalex.org/I36443711"]},{"raw_affiliation_string":"Bioinformatic Unit, University Magna Graecia of Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027369094","display_name":"Pierangelo Veltri","orcid":"https://orcid.org/0000-0003-2494-0294"},"institutions":[{"id":"https://openalex.org/I36443711","display_name":"Magna Graecia University","ror":"https://ror.org/0530bdk91","country_code":"IT","type":"education","lineage":["https://openalex.org/I36443711"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pierangelo Veltri","raw_affiliation_strings":["University Magna Graecia of Catanzaro,Bioinformatic Unit,Catanzaro,Italy","Bioinformatic Unit, University Magna Graecia of Catanzaro, Catanzaro, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Magna Graecia of Catanzaro,Bioinformatic Unit,Catanzaro,Italy","institution_ids":["https://openalex.org/I36443711"]},{"raw_affiliation_string":"Bioinformatic Unit, University Magna Graecia of Catanzaro, Catanzaro, Italy","institution_ids":["https://openalex.org/I36443711"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2313","last_page":"2317"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9763000011444092,"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"}},{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9735999703407288,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6052719354629517},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.5757608413696289},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5608077645301819},{"id":"https://openalex.org/keywords/epidemiology","display_name":"Epidemiology","score":0.5421837568283081},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5267873406410217},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.48067507147789},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38909441232681274},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27580657601356506},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.2282920777797699},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.16570895910263062},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.15663552284240723}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6052719354629517},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.5757608413696289},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5608077645301819},{"id":"https://openalex.org/C107130276","wikidata":"https://www.wikidata.org/wiki/Q133805","display_name":"Epidemiology","level":2,"score":0.5421837568283081},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5267873406410217},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.48067507147789},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38909441232681274},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27580657601356506},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.2282920777797699},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.16570895910263062},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.15663552284240723},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bibm49941.2020.9313469","is_oa":true,"landing_page_url":"https://doi.org/10.1109/bibm49941.2020.9313469","pdf_url":"https://ieeexplore.ieee.org/ielx7/9312958/9312977/09313469.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.uniecampus.it:11389/33820","is_oa":false,"landing_page_url":"http://hdl.handle.net/11389/33820","pdf_url":null,"source":{"id":"https://openalex.org/S4306400077","display_name":"IRIS eCampus Telematic University (Universit\u00e0 degli Studi eCampus)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I167322064","host_organization_name":"Universit\u00e0 degli Studi eCampus","host_organization_lineage":["https://openalex.org/I167322064"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1109/bibm49941.2020.9313469","is_oa":true,"landing_page_url":"https://doi.org/10.1109/bibm49941.2020.9313469","pdf_url":"https://ieeexplore.ieee.org/ielx7/9312958/9312977/09313469.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3123998183.pdf","grobid_xml":"https://content.openalex.org/works/W3123998183.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1989628665","https://openalex.org/W2095883334","https://openalex.org/W2152467865","https://openalex.org/W2309596343","https://openalex.org/W2342536940","https://openalex.org/W2396654719","https://openalex.org/W2507821616","https://openalex.org/W2516075051","https://openalex.org/W2559948664","https://openalex.org/W2911802601","https://openalex.org/W2913373403","https://openalex.org/W2927189363","https://openalex.org/W2964732827","https://openalex.org/W3005123246","https://openalex.org/W3012128152","https://openalex.org/W3013395653","https://openalex.org/W3015446510","https://openalex.org/W3034295756","https://openalex.org/W3092144083","https://openalex.org/W4205225613","https://openalex.org/W6726493451","https://openalex.org/W6758260223"],"related_works":["https://openalex.org/W3185168165","https://openalex.org/W2017744788","https://openalex.org/W3207116529","https://openalex.org/W4317425078","https://openalex.org/W4248817909","https://openalex.org/W4367048510","https://openalex.org/W2001724614","https://openalex.org/W2133400164","https://openalex.org/W2363804782","https://openalex.org/W2348097614"],"abstract_inverted_index":{"Epidemiological":[0,53],"models":[1,54],"are":[2],"relevant":[3,207],"to":[4,17,24,35,95,118,153,173,182],"study":[5,183],"and":[6,13,30,38,64,99,140,168,170,189],"analyze":[7],"clinical":[8,93,161],"as":[9,11,48,137],"well":[10],"environmental":[12],"behavioural":[14],"data,":[15,143],"useful":[16,34],"support":[18,56,96,119],"health":[19],"studies.":[20,122],"The":[21,102],"target":[22],"is":[23,42,200,206],"perform":[25],"epidemiological":[26],"analysis":[27],"producing":[28],"fast":[29],"reliable":[31],"data":[32,68,94,114,131,150,156,178],"access":[33,151],"guide":[36],"prevention":[37],"curing":[39],"processes.":[40],"This":[41],"currently":[43],"true":[44],"in":[45,57,65,180,201],"pandemic":[46,62,194],"emergency":[47],"the":[49,58,144,198,204],"current":[50],"Covid-19":[51],"context.":[52],"should":[55],"early":[59],"identification":[60],"of":[61,92,132,160],"phenomena":[63],"making":[66],"available":[67,113,126],"set":[69],"for":[70,76],"studying":[71],"more":[72],"accurate":[73],"drug-based":[74],"strategy":[75],"vaccines":[77],"or":[78],"virus":[79,112],"containment.In":[80],"this":[81],"contribution":[82],"we":[83],"present":[84],"an":[85,106,125,148],"epidemiology":[86],"database":[87,127],"which":[88],"integrates":[89],"different":[90],"types":[91],"research,":[97],"follow-up":[98],"patient":[100,141,165],"monitoring.":[101],"idea":[103],"starts":[104],"from":[105,124],"hospital":[107],"databases":[108],"cooperation":[109],"integration":[110],"where":[111],"have":[115],"been":[116],"integrated":[117,149],"statistical":[120],"based":[121,163],"Starting":[123],"containing":[128],"5":[129],"years":[130],"infection":[133,187],"related":[134],"viruses":[135],"(such":[136],"HPC,":[138],"hepatitis)":[139],"anonymous":[142],"proposed":[145],"system":[146],"provide":[147],"able":[152],"(i)":[154],"extracting":[155],"filtered":[157],"by":[158],"means":[159],"hypothesis":[162],"on":[164],"profiles,":[166],"environment":[167],"drugs":[169],"(ii)":[171],"allowing":[172],"build":[174],"large":[175],"scale":[176],"geographical":[177],"mappings":[179],"order":[181],"correlations":[184],"among":[185],"chronic":[186],"diseases":[188],"their":[190],"relations":[191],"with":[192,208],"upcoming":[193],"phenomena.":[195],"Even":[196],"if":[197],"application":[199,205],"its":[202],"infancy,":[203],"high":[209],"very":[210],"important":[211],"applications.":[212]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}