{"id":"https://openalex.org/W4320234438","doi":"https://doi.org/10.48550/arxiv.2206.06182","title":"AI-based Data Preparation and Data Analytics in Healthcare: The Case of Diabetes","display_name":"AI-based Data Preparation and Data Analytics in Healthcare: The Case of Diabetes","publication_year":2022,"publication_date":"2022-06-13","ids":{"openalex":"https://openalex.org/W4320234438","doi":"https://doi.org/10.48550/arxiv.2206.06182"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2206.06182","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2206.06182","pdf_url":"https://arxiv.org/pdf/2206.06182","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2206.06182","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083451515","display_name":"Marianna Maranghi","orcid":"https://orcid.org/0000-0002-3117-7488"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Maranghi, Marianna","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000949710","display_name":"Aris Anagnostopoulos","orcid":"https://orcid.org/0000-0001-9183-7911"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anagnostopoulos, Aris","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010425995","display_name":"Irene Cannistraci","orcid":"https://orcid.org/0000-0003-1655-3059"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cannistraci, Irene","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038813420","display_name":"Ioannis Chatzigiannakis","orcid":"https://orcid.org/0000-0001-8955-9270"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chatzigiannakis, Ioannis","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101915201","display_name":"Federico Croce","orcid":"https://orcid.org/0000-0001-6779-4624"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Croce, Federico","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074443891","display_name":"Giulia Di Teodoro","orcid":"https://orcid.org/0000-0002-0418-0067"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Di Teodoro, Giulia","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007387219","display_name":"Michele Gentile","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gentile, Michele","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017104680","display_name":"Giorgio Grani","orcid":"https://orcid.org/0000-0002-0388-1283"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Grani, Giorgio","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055401331","display_name":"Maurizio Lenzerini","orcid":"https://orcid.org/0000-0003-2875-6187"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lenzerini, Maurizio","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102836759","display_name":"Stefano Leonardi","orcid":"https://orcid.org/0000-0002-9809-7191"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leonardi, Stefano","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002268567","display_name":"Andrea Mastropietro","orcid":"https://orcid.org/0000-0002-3456-9428"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mastropietro, Andrea","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002827275","display_name":"Laura Palagi","orcid":"https://orcid.org/0000-0002-9496-6097"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Palagi, Laura","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080463847","display_name":"Massimiliano Pappa","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pappa, Massimiliano","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059694253","display_name":"Riccardo Rosati","orcid":"https://orcid.org/0000-0002-2608-5749"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rosati, Riccardo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040139060","display_name":"Riccardo Valentini","orcid":"https://orcid.org/0000-0002-6756-5634"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Valentini, Riccardo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5070270772","display_name":"Paola Velardi","orcid":"https://orcid.org/0000-0003-0884-1499"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Velardi, Paola","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5083451515"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9717000126838684,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9717000126838684,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7836743593215942},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6219340562820435},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5874081254005432},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.5757578611373901},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5756476521492004},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.5011208057403564},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4464426338672638},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.42874905467033386},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2333613932132721}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7836743593215942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6219340562820435},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5874081254005432},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.5757578611373901},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5756476521492004},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.5011208057403564},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4464426338672638},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.42874905467033386},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2333613932132721},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2206.06182","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2206.06182","pdf_url":"https://arxiv.org/pdf/2206.06182","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2206.06182","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2206.06182","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2206.06182","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2206.06182","pdf_url":"https://arxiv.org/pdf/2206.06182","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4367856707","https://openalex.org/W2150941767","https://openalex.org/W3123352720","https://openalex.org/W3027285423","https://openalex.org/W2805665112","https://openalex.org/W2563093951","https://openalex.org/W4238120086","https://openalex.org/W4248530909","https://openalex.org/W2482759951","https://openalex.org/W2496041693"],"abstract_inverted_index":{"The":[0],"Associazione":[1],"Medici":[2],"Diabetologi":[3],"(AMD)":[4],"collects":[5],"and":[6,42,49,54,71],"manages":[7],"one":[8],"of":[9,14,30,39,60],"the":[10,21,27,37,58],"largest":[11],"worldwide-available":[12],"collections":[13],"diabetic":[15],"patient":[16],"records,":[17],"also":[18],"known":[19],"as":[20],"AMD":[22],"database.":[23],"This":[24],"paper":[25],"presents":[26],"initial":[28],"results":[29],"an":[31,52],"ongoing":[32],"project":[33],"whose":[34],"focus":[35],"is":[36],"application":[38],"Artificial":[40],"Intelligence":[41],"Machine":[43],"Learning":[44],"techniques":[45],"for":[46],"conceptualizing,":[47],"cleaning,":[48],"analyzing":[50],"such":[51],"important":[53],"valuable":[55],"dataset,":[56],"with":[57],"goal":[59],"providing":[61],"predictive":[62],"insights":[63],"to":[64],"better":[65],"support":[66],"diabetologists":[67],"in":[68],"their":[69],"diagnostic":[70],"therapeutic":[72],"choices.":[73]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2023-02-13T00:00:00"}
