{"id":"https://openalex.org/W3154614141","doi":"https://doi.org/10.1109/tase.2021.3069800","title":"A Decision-Tree-Based Bayesian Approach for Chance-Constrained Health Prevention Budget Rationing","display_name":"A Decision-Tree-Based Bayesian Approach for Chance-Constrained Health Prevention Budget Rationing","publication_year":2021,"publication_date":"2021-04-16","ids":{"openalex":"https://openalex.org/W3154614141","doi":"https://doi.org/10.1109/tase.2021.3069800","mag":"3154614141"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2021.3069800","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2021.3069800","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"},"type":"article","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/A5079893713","display_name":"Nilson Herazo-Padilla","orcid":"https://orcid.org/0000-0001-8936-342X"},"institutions":[{"id":"https://openalex.org/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]},{"id":"https://openalex.org/I4210099416","display_name":"Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes","ror":"https://ror.org/00t3fpp34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I198244214","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210099416","https://openalex.org/I4210123221","https://openalex.org/I4210159245","https://openalex.org/I4387154249"]},{"id":"https://openalex.org/I90803817","display_name":"Universidad del Rosario","ror":"https://ror.org/0108mwc04","country_code":"CO","type":"education","lineage":["https://openalex.org/I90803817"]}],"countries":["CO","FR"],"is_corresponding":false,"raw_author_name":"Nilson Herazo-Padilla","raw_affiliation_strings":["Grupo de Investigaci&#x00F3;n en Direcci&#x00F3;n y Gerencia, Escuela de Administraci&#x00F3;n, Universidad del Rosario, Bogot&#x00E1;, Colombia","CIS-ENSMSE - Centre Ing\u00e9nierie et Sant\u00e9 (158, cours Fauriel F-42023 Saint-\u00c9tienne cedex 2 - France)","LIMOS - Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes (Campus Universitaire des C\u00e9zeaux, 1 rue de la Chebarde, TSA 60125 / CS 60026, 63178 Aubi\u00e8re Cedex  - France)"],"raw_orcid":"https://orcid.org/0000-0001-8936-342X","affiliations":[{"raw_affiliation_string":"Grupo de Investigaci&#x00F3;n en Direcci&#x00F3;n y Gerencia, Escuela de Administraci&#x00F3;n, Universidad del Rosario, Bogot&#x00E1;, Colombia","institution_ids":["https://openalex.org/I90803817"]},{"raw_affiliation_string":"CIS-ENSMSE - Centre Ing\u00e9nierie et Sant\u00e9 (158, cours Fauriel F-42023 Saint-\u00c9tienne cedex 2 - France)","institution_ids":["https://openalex.org/I3019848993"]},{"raw_affiliation_string":"LIMOS - Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes (Campus Universitaire des C\u00e9zeaux, 1 rue de la Chebarde, TSA 60125 / CS 60026, 63178 Aubi\u00e8re Cedex  - France)","institution_ids":["https://openalex.org/I4210099416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055669214","display_name":"Vincent Augusto","orcid":"https://orcid.org/0000-0002-5063-0831"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]},{"id":"https://openalex.org/I4210099416","display_name":"Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes","ror":"https://ror.org/00t3fpp34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I198244214","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210099416","https://openalex.org/I4210123221","https://openalex.org/I4210159245","https://openalex.org/I4387154249"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Augusto","raw_affiliation_strings":["Mines Saint-&#x00C9;tienne, Univ Clermont Auvergne, CNRS, UMR 6158 LIMOS, Centre CIS, Saint-&#x00C9;tienne, France","CIS-ENSMSE - Centre Ing\u00e9nierie et Sant\u00e9 (158, cours Fauriel F-42023 Saint-\u00c9tienne cedex 2 - France)","LIMOS - Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes (Campus Universitaire des C\u00e9zeaux, 1 rue de la Chebarde, TSA 60125 / CS 60026, 63178 Aubi\u00e8re Cedex  - France)"],"raw_orcid":"https://orcid.org/0000-0002-5063-0831","affiliations":[{"raw_affiliation_string":"Mines Saint-&#x00C9;tienne, Univ Clermont Auvergne, CNRS, UMR 6158 LIMOS, Centre CIS, Saint-&#x00C9;tienne, France","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CIS-ENSMSE - Centre Ing\u00e9nierie et Sant\u00e9 (158, cours Fauriel F-42023 Saint-\u00c9tienne cedex 2 - France)","institution_ids":["https://openalex.org/I3019848993"]},{"raw_affiliation_string":"LIMOS - Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes (Campus Universitaire des C\u00e9zeaux, 1 rue de la Chebarde, TSA 60125 / CS 60026, 63178 Aubi\u00e8re Cedex  - France)","institution_ids":["https://openalex.org/I4210099416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086613575","display_name":"Benjamin Dalmas","orcid":"https://orcid.org/0000-0002-6386-5226"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]},{"id":"https://openalex.org/I4210099416","display_name":"Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes","ror":"https://ror.org/00t3fpp34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I198244214","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210099416","https://openalex.org/I4210123221","https://openalex.org/I4210159245","https://openalex.org/I4387154249"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benjamin Dalmas","raw_affiliation_strings":["Mines Saint-&#x00C9;tienne, Univ Clermont Auvergne, CNRS, UMR 6158 LIMOS, Centre CIS, Saint-&#x00C9;tienne, France","CIS-ENSMSE - Centre Ing\u00e9nierie et Sant\u00e9 (158, cours Fauriel F-42023 Saint-\u00c9tienne cedex 2 - France)","LIMOS - Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes (Campus Universitaire des C\u00e9zeaux, 1 rue de la Chebarde, TSA 60125 / CS 60026, 63178 Aubi\u00e8re Cedex  - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mines Saint-&#x00C9;tienne, Univ Clermont Auvergne, CNRS, UMR 6158 LIMOS, Centre CIS, Saint-&#x00C9;tienne, France","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CIS-ENSMSE - Centre Ing\u00e9nierie et Sant\u00e9 (158, cours Fauriel F-42023 Saint-\u00c9tienne cedex 2 - France)","institution_ids":["https://openalex.org/I3019848993"]},{"raw_affiliation_string":"LIMOS - Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes (Campus Universitaire des C\u00e9zeaux, 1 rue de la Chebarde, TSA 60125 / CS 60026, 63178 Aubi\u00e8re Cedex  - France)","institution_ids":["https://openalex.org/I4210099416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044117021","display_name":"Xiaolan Xie","orcid":"https://orcid.org/0000-0002-6579-1523"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I3019848993","display_name":"Mines Saint-\u00c9tienne","ror":"https://ror.org/05a1dws80","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993"]},{"id":"https://openalex.org/I4210099416","display_name":"Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes","ror":"https://ror.org/00t3fpp34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I198244214","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210099416","https://openalex.org/I4210123221","https://openalex.org/I4210159245","https://openalex.org/I4387154249"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Xiaolan Xie","raw_affiliation_strings":["Mines Saint-&#x00C9;tienne, Univ Clermont Auvergne, CNRS, UMR 6158 LIMOS, Centre CIS, Saint-&#x00C9;tienne, France","CIS-ENSMSE - Centre Ing\u00e9nierie et Sant\u00e9 (158, cours Fauriel F-42023 Saint-\u00c9tienne cedex 2 - France)","LIMOS - Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes (Campus Universitaire des C\u00e9zeaux, 1 rue de la Chebarde, TSA 60125 / CS 60026, 63178 Aubi\u00e8re Cedex  - France)"],"raw_orcid":"https://orcid.org/0000-0002-6579-1523","affiliations":[{"raw_affiliation_string":"Mines Saint-&#x00C9;tienne, Univ Clermont Auvergne, CNRS, UMR 6158 LIMOS, Centre CIS, Saint-&#x00C9;tienne, France","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CIS-ENSMSE - Centre Ing\u00e9nierie et Sant\u00e9 (158, cours Fauriel F-42023 Saint-\u00c9tienne cedex 2 - France)","institution_ids":["https://openalex.org/I3019848993"]},{"raw_affiliation_string":"LIMOS - Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes (Campus Universitaire des C\u00e9zeaux, 1 rue de la Chebarde, TSA 60125 / CS 60026, 63178 Aubi\u00e8re Cedex  - France)","institution_ids":["https://openalex.org/I4210099416"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020013867","display_name":"Bienvenu Bongu\u00e9","orcid":"https://orcid.org/0000-0001-9857-6400"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210127034","display_name":"Biologie, ing\u00e9nierie et imagerie pour l'Ophtalmologie","ror":"https://ror.org/037b3he73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210127034","https://openalex.org/I4405259976"]},{"id":"https://openalex.org/I4210135037","display_name":"Centre Orthop\u00e9dique Santy","ror":"https://ror.org/03gpw5a44","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210135037"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bienvenu Bongue","raw_affiliation_strings":["Centre technique d&#x2019;appui et de formation des centres d&#x2019;examen sant&#x00E9; (CETAF), INSERM, U1059, Sainbiose, Dysfonction Vasculaire et H&#x00E9;mostase, Universit&#x00E9; de Lyon, Universit&#x00E9; Jean Monnet, Saint-&#x00C9;tienne, France","CETAF - Centre Technique d'Appui et de Formation des Centres d'Examens de Sant\u00e9 (Saint-\u00c9tienne - France)","SAINBIOSE - Sant\u00e9 Ing\u00e9nierie Biologie Saint-Etienne (Facult\u00e9 de M\u00e9decine - campus Sant\u00e9 Innovations\r\n10 rue de la Marandini\u00e8re \r\n42270 Saint Priest-en-Jarez - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre technique d&#x2019;appui et de formation des centres d&#x2019;examen sant&#x00E9; (CETAF), INSERM, U1059, Sainbiose, Dysfonction Vasculaire et H&#x00E9;mostase, Universit&#x00E9; de Lyon, Universit&#x00E9; Jean Monnet, Saint-&#x00C9;tienne, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"CETAF - Centre Technique d'Appui et de Formation des Centres d'Examens de Sant\u00e9 (Saint-\u00c9tienne - France)","institution_ids":["https://openalex.org/I4210135037"]},{"raw_affiliation_string":"SAINBIOSE - Sant\u00e9 Ing\u00e9nierie Biologie Saint-Etienne (Facult\u00e9 de M\u00e9decine - campus Sant\u00e9 Innovations\r\n10 rue de la Marandini\u00e8re \r\n42270 Saint Priest-en-Jarez - France)","institution_ids":["https://openalex.org/I4210127034"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2884,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.85042075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"19","issue":"3","first_page":"2322","last_page":"2338"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9891999959945679,"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":0.9891999959945679,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9854999780654907,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9670000076293945,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5489190816879272},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5335832834243774},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5164175629615784},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5152514576911926},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5109385848045349},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5062965154647827},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.47352004051208496},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43777281045913696},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3533395230770111},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.288080096244812},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2577284276485443},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.24670115113258362}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5489190816879272},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5335832834243774},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5164175629615784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5152514576911926},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5109385848045349},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5062965154647827},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.47352004051208496},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43777281045913696},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3533395230770111},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.288080096244812},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2577284276485443},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24670115113258362},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tase.2021.3069800","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2021.3069800","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03255854v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03255854","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Automation Science and Engineering, 2021, pp.1-17. &#x27E8;10.1109/TASE.2021.3069800&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4099999964237213,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1570061263","https://openalex.org/W1976741908","https://openalex.org/W1979070198","https://openalex.org/W2003974327","https://openalex.org/W2017926543","https://openalex.org/W2021537935","https://openalex.org/W2042838724","https://openalex.org/W2077520372","https://openalex.org/W2086923543","https://openalex.org/W2099007659","https://openalex.org/W2116680794","https://openalex.org/W2120475208","https://openalex.org/W2120679240","https://openalex.org/W2125680069","https://openalex.org/W2132996843","https://openalex.org/W2134696506","https://openalex.org/W2168334156","https://openalex.org/W2264375300","https://openalex.org/W2320427215","https://openalex.org/W2538353315","https://openalex.org/W2596115873","https://openalex.org/W2608663862","https://openalex.org/W2766815401","https://openalex.org/W2797855141","https://openalex.org/W2808368050","https://openalex.org/W2903778007","https://openalex.org/W2950722229","https://openalex.org/W3100879296","https://openalex.org/W4249753019","https://openalex.org/W4297957988","https://openalex.org/W6637386731","https://openalex.org/W7056335320"],"related_works":["https://openalex.org/W2055243143","https://openalex.org/W4321636575","https://openalex.org/W1986418932","https://openalex.org/W2357796999","https://openalex.org/W2045526782","https://openalex.org/W2741131631","https://openalex.org/W2156919374","https://openalex.org/W4384470695","https://openalex.org/W3134840015","https://openalex.org/W4366979180"],"abstract_inverted_index":{"Medical":[0],"test":[1,53,70,155,208],"selection":[2],"is":[3,29,98,127,156,252],"a":[4,14,64,86,153,188,216,256],"recurring":[5],"problem":[6,28,62],"in":[7,63,161,255],"health":[8,162,277],"prevention":[9],"and":[10,23,40,49,80,95,116,120,204,272],"consists":[11],"of":[12,16,25,47,67,114,123,139,175,212,222,232,244,249,260,275],"proposing":[13,187],"set":[15],"tests":[17,48,104,133,170,225,240,251],"to":[18,54,100,106,150,167,182,215,267],"each":[19],"subject":[20,74,195],"for":[21,158,194,199,207],"diagnosis":[22],"treatment":[24],"pathologies.":[26],"The":[27,210],"characterized":[30],"by":[31,186,226],"the":[32,38,45,51,107,121,124,173,220,230,270,273,280,286],"unknown":[33,73,81,200],"risk":[34,82],"probability":[35,83,201],"distribution":[36,75,202],"across":[37],"population":[39],"two":[41],"contradictory":[42],"objectives:":[43],"minimizing":[44],"number":[46,221,231],"giving":[50],"medical":[52,69,103,154],"all":[55,159],"at-risk":[56,177],"populations.":[57],"This":[58,179,263],"article":[59,180],"sets":[60],"this":[61,213],"general":[65],"framework":[66],"chance-constrained":[68],"rationing":[71],"with":[72,85,136,282],"over":[76],"an":[77],"attribute":[78],"space":[79],"but":[84,142,236],"given":[87],"sample":[88],"population.":[89],"A":[90,246],"new":[91],"approach":[92,126,190,214,264],"combining":[93,191],"decision-tree":[94],"Bayesian":[96,197],"inference":[97,198],"proposed":[99,125],"allocate":[101],"relevant":[102],"according":[105],"subjects\u2019":[108],"profile.":[109],"Case":[110],"studies":[111],"on":[112,131],"screening":[113,176],"hypertension":[115],"diabetes":[117,261],"are":[118,134],"conducted,":[119],"performance":[122],"evaluated.":[128],"Significant":[129],"savings":[130],"unnecessary":[132,169,250],"achieved":[135,254],"limited":[137],"numbers":[138],"subjects":[140,160,234],"needing":[141,235],"not":[143,237],"receiving":[144,238],"necessary":[145],"tests.":[146],"<italic":[147],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[148],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Note":[149],"Practitioners</i>":[151],"\u2014Whether":[152],"needed":[157],"prevention?":[163],"Is":[164],"it":[165],"possible":[166],"reduce":[168],"without":[171],"jeopardizing":[172],"goal":[174],"populations?":[178],"attempts":[181],"answer":[183],"these":[184],"questions":[185],"data-driven":[189],"decision":[192,283],"trees":[193,284],"profiling,":[196],"estimation,":[203],"combinatorial":[205],"optimization":[206],"allocation.":[209],"application":[211],"real-case":[217],"study":[218,259],"reduces":[219],"electrocardiogram":[223],"(ECG)":[224],"90%":[227],"while":[228],"keeping":[229],"hypertensive":[233],"ECG":[239],"small":[241],"(five":[242],"out":[243],"230).":[245],"significant":[247],"cut":[248],"also":[253],"second":[257],"case":[258],"screening.":[262],"allows":[265],"decision-makers":[266],"better":[268],"balance":[269],"cost-saving":[271],"level":[274],"public":[276],"objective.":[278],"Furthermore,":[279],"combination":[281],"makes":[285],"practical":[287],"implementation":[288],"quite":[289],"straightforward.":[290]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-26T07:53:14.480251","created_date":"2025-10-10T00:00:00"}