{"id":"https://openalex.org/W4401812382","doi":"https://doi.org/10.1007/978-3-031-64629-4_7","title":"Na\u00efve Bayes for\u00a0Health-Status Predictive Monitoring in\u00a0COVID-19: Leveraging Drugs and\u00a0Diagnoses","display_name":"Na\u00efve Bayes for\u00a0Health-Status Predictive Monitoring in\u00a0COVID-19: Leveraging Drugs and\u00a0Diagnoses","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401812382","doi":"https://doi.org/10.1007/978-3-031-64629-4_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-64629-4_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-64629-4_7","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/A5106677849","display_name":"Laura Teresa Mart\u00ednez Marquina","orcid":"https://orcid.org/0009-0007-4975-1162"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Laura Teresa Mart\u00ednez Marquina","raw_affiliation_strings":["Rey Juan Carlos University, Madrid, Spain"],"raw_orcid":"https://orcid.org/0009-0007-4975-1162","affiliations":[{"raw_affiliation_string":"Rey Juan Carlos University, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106677850","display_name":"Nuria N\u00fa\u00f1ez Anglada","orcid":null},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Nuria N\u00fa\u00f1ez Anglada","raw_affiliation_strings":["Rey Juan Carlos University, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rey Juan Carlos University, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076903742","display_name":"Jos\u00e9 F. Varona","orcid":"https://orcid.org/0000-0003-4764-9440"},"institutions":[{"id":"https://openalex.org/I4210117168","display_name":"Hospital Universitario HM Madrid","ror":"https://ror.org/02a5q3y73","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210117168","https://openalex.org/I4210122338"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Felipe Varona Arche","raw_affiliation_strings":["Hospital Universitario HM Montepr\u00edncipe, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0003-4764-9440","affiliations":[{"raw_affiliation_string":"Hospital Universitario HM Montepr\u00edncipe, Madrid, Spain","institution_ids":["https://openalex.org/I4210117168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091890497","display_name":"Inmaculada Mora-Jim\u00e9nez","orcid":null},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Inmaculada Mora Jim\u00e9nez","raw_affiliation_strings":["Rey Juan Carlos University, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0735-367X","affiliations":[{"raw_affiliation_string":"Rey Juan Carlos University, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5106677849"],"corresponding_institution_ids":["https://openalex.org/I182083151"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29350255,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"91","last_page":"105"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9976000189781189,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9842000007629395,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9811999797821045,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.7713690400123596},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6945491433143616},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.6881433129310608},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6348108649253845},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.4885898232460022},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3298996090888977},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3282667398452759},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.22512567043304443},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20052725076675415},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.10352250933647156},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09648692607879639},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.08792424201965332},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.05520668625831604},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.05501091480255127}],"concepts":[{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.7713690400123596},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6945491433143616},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.6881433129310608},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6348108649253845},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.4885898232460022},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3298996090888977},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3282667398452759},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.22512567043304443},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20052725076675415},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.10352250933647156},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09648692607879639},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08792424201965332},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.05520668625831604},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.05501091480255127}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-64629-4_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-64629-4_7","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1565201084","https://openalex.org/W1927417898","https://openalex.org/W2048092465","https://openalex.org/W2794714288","https://openalex.org/W2801966202","https://openalex.org/W2913240367","https://openalex.org/W2973871066","https://openalex.org/W2989324284","https://openalex.org/W3041333867","https://openalex.org/W3100138344","https://openalex.org/W3117290666","https://openalex.org/W3134680770","https://openalex.org/W3183848791","https://openalex.org/W4206175418","https://openalex.org/W4206586112","https://openalex.org/W4210389067","https://openalex.org/W4211256381","https://openalex.org/W4244921287","https://openalex.org/W4285209176","https://openalex.org/W4294647531","https://openalex.org/W4313215855","https://openalex.org/W4313413336","https://openalex.org/W4387677255"],"related_works":["https://openalex.org/W4382894326","https://openalex.org/W4205698903","https://openalex.org/W2056593417","https://openalex.org/W1989494794","https://openalex.org/W2122031327","https://openalex.org/W1184238669","https://openalex.org/W3140454221","https://openalex.org/W2537862391","https://openalex.org/W2417174640","https://openalex.org/W3032901101"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
