{"id":"https://openalex.org/W4381137501","doi":"https://doi.org/10.3390/info14060344","title":"Data Science in Health Services","display_name":"Data Science in Health Services","publication_year":2023,"publication_date":"2023-06-17","ids":{"openalex":"https://openalex.org/W4381137501","doi":"https://doi.org/10.3390/info14060344"},"language":"en","primary_location":{"id":"doi:10.3390/info14060344","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/info14060344","pdf_url":"https://www.mdpi.com/2078-2489/14/6/344/pdf?version=1687314132","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/14/6/344/pdf?version=1687314132","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023496425","display_name":"Philippe J. Giabbanelli","orcid":"https://orcid.org/0000-0001-6816-355X"},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Philippe J. Giabbanelli","raw_affiliation_strings":["Department of Computer Science and Software Engineering, Miami University, Oxford, OH 45056, USA"],"raw_orcid":"https://orcid.org/0000-0001-6816-355X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, Miami University, Oxford, OH 45056, USA","institution_ids":["https://openalex.org/I83328450"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000218863","display_name":"Jennifer Badham","orcid":"https://orcid.org/0000-0002-4171-3897"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jennifer Badham","raw_affiliation_strings":["Department of Sociology, Durham University, 29-32 Old Elvet, Durham DH1 3HN, UK"],"raw_orcid":"https://orcid.org/0000-0002-4171-3897","affiliations":[{"raw_affiliation_string":"Department of Sociology, Durham University, 29-32 Old Elvet, Durham DH1 3HN, UK","institution_ids":["https://openalex.org/I190082696"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023496425"],"corresponding_institution_ids":["https://openalex.org/I83328450"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1133008,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"6","first_page":"344","last_page":"344"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9765999913215637,"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":0.9765999913215637,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.961899995803833,"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/T14400","display_name":"Medical Coding and Health Information","score":0.9397000074386597,"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/data-science","display_name":"Data science","score":0.4642558693885803},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.333002507686615}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4642558693885803},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.333002507686615}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/info14060344","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/info14060344","pdf_url":"https://www.mdpi.com/2078-2489/14/6/344/pdf?version=1687314132","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:durham-repository.worktribe.com:1745315","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1745315","pdf_url":"https://durham-repository.worktribe.com/file/1745315/1/Published%20Journal%20Article","source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publishedVersion"},{"id":"pmh:oai:doaj.org/article:e8942d00469e42e6bcf46b7de1600ce7","is_oa":true,"landing_page_url":"https://doaj.org/article/e8942d00469e42e6bcf46b7de1600ce7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 14, Iss 6, p 344 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/14/6/344/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/info14060344","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information; Volume 14; Issue 6; Pages: 344","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info14060344","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/info14060344","pdf_url":"https://www.mdpi.com/2078-2489/14/6/344/pdf?version=1687314132","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381137501.pdf"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W4283517014","https://openalex.org/W4307237978","https://openalex.org/W4309315524","https://openalex.org/W4327951964","https://openalex.org/W4362557976"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"Data":[0],"have":[1],"been":[2],"fundamental":[3],"to":[4],"the":[5,13,23],"scientific":[6],"practice":[7],"of":[8,15,26],"medicine":[9],"since":[10],"at":[11],"least":[12],"time":[14],"Hippocrates":[16],"around":[17],"2500":[18],"years":[19],"ago,":[20],"relying":[21],"on":[22],"detailed":[24],"observation":[25],"cases":[27,32],"and":[28],"rigorous":[29],"comparison":[30],"between":[31],"[...]":[33]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2023-06-19T00:00:00"}
