{"id":"https://openalex.org/W1498263963","doi":"https://doi.org/10.1007/978-3-540-76928-6_84","title":"Validation of a Reinforcement Learning Policy for Dosage Optimization of Erythropoietin","display_name":"Validation of a Reinforcement Learning Policy for Dosage Optimization of Erythropoietin","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W1498263963","doi":"https://doi.org/10.1007/978-3-540-76928-6_84","mag":"1498263963"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-76928-6_84","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-76928-6_84","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/A5081768850","display_name":"Jos\u00e9 D. Mart\u00edn\u2010Guerrero","orcid":"https://orcid.org/0000-0001-9378-0285"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 D. Mart\u00edn-Guerrero","raw_affiliation_strings":["Department of Electronic Engineering, University of Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063325355","display_name":"Emilio Soria\u2010Olivas","orcid":"https://orcid.org/0000-0002-9148-8405"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Emilio Soria-Olivas","raw_affiliation_strings":["Department of Electronic Engineering, University of Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073460847","display_name":"Marcelino Mart\u00ednez\u2010Sober","orcid":"https://orcid.org/0000-0002-7398-8107"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marcelino Mart\u00ednez-Sober","raw_affiliation_strings":["Department of Electronic Engineering, University of Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, University of Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047882021","display_name":"M\u00f3nica Climente Mart\u00ed","orcid":"https://orcid.org/0000-0002-4387-1987"},"institutions":[{"id":"https://openalex.org/I4210126200","display_name":"Hospital Universitario Doctor Peset","ror":"https://ror.org/03971n288","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210126200"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M\u00f3nica Climente-Mart\u00ed","raw_affiliation_strings":["Pharmacy Unit, University Hospital Dr. Peset, Valencia, Spain","Pharmacy Unit, University Hospital Dr. Peset, Valencia, Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Pharmacy Unit, University Hospital Dr. Peset, Valencia, Spain","institution_ids":["https://openalex.org/I4210126200"]},{"raw_affiliation_string":"Pharmacy Unit, University Hospital Dr. Peset, Valencia, Spain#TAB#","institution_ids":["https://openalex.org/I4210126200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076746157","display_name":"Teresa De Diego-Santos","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126200","display_name":"Hospital Universitario Doctor Peset","ror":"https://ror.org/03971n288","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210126200"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Teresa De Diego-Santos","raw_affiliation_strings":["Pharmacy Unit, University Hospital Dr. Peset, Valencia, Spain","Pharmacy Unit, University Hospital Dr. Peset, Valencia, Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Pharmacy Unit, University Hospital Dr. Peset, Valencia, Spain","institution_ids":["https://openalex.org/I4210126200"]},{"raw_affiliation_string":"Pharmacy Unit, University Hospital Dr. Peset, Valencia, Spain#TAB#","institution_ids":["https://openalex.org/I4210126200"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113549985","display_name":"N.V. Jim\u00e9nez\u2010Torres","orcid":null},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]},{"id":"https://openalex.org/I4210126200","display_name":"Hospital Universitario Doctor Peset","ror":"https://ror.org/03971n288","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210126200"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"N. V\u00edctor Jim\u00e9nez-Torres","raw_affiliation_strings":["Department of Pharmacy and Pharmaceutical Technology, University of Valencia, Spain","Pharmacy Unit, University Hospital Dr. Peset, Valencia, Spain","Pharmacy Unit, University Hospital Dr. Peset, Valencia, Spain and Department of Pharmacy and Pharmaceutical Technology, University of Valencia, Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Pharmacy and Pharmaceutical Technology, University of Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]},{"raw_affiliation_string":"Pharmacy Unit, University Hospital Dr. Peset, Valencia, Spain","institution_ids":["https://openalex.org/I4210126200"]},{"raw_affiliation_string":"Pharmacy Unit, University Hospital Dr. Peset, Valencia, Spain and Department of Pharmacy and Pharmaceutical Technology, University of Valencia, Spain#TAB#","institution_ids":["https://openalex.org/I16097986"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5081768850"],"corresponding_institution_ids":["https://openalex.org/I16097986"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.0702,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81285714,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"732","last_page":"738"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11534","display_name":"Erythropoietin and Anemia Treatment","score":0.9641000032424927,"subfield":{"id":"https://openalex.org/subfields/2720","display_name":"Hematology"},"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/T11534","display_name":"Erythropoietin and Anemia Treatment","score":0.9641000032424927,"subfield":{"id":"https://openalex.org/subfields/2720","display_name":"Hematology"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.963100016117096,"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/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.9487000107765198,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8211207389831543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7998080253601074},{"id":"https://openalex.org/keywords/erythropoietin","display_name":"Erythropoietin","score":0.5030907988548279},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44936150312423706},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3503018021583557},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.074533611536026},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.04791378974914551}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8211207389831543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7998080253601074},{"id":"https://openalex.org/C2778534260","wikidata":"https://www.wikidata.org/wiki/Q218706","display_name":"Erythropoietin","level":2,"score":0.5030907988548279},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44936150312423706},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3503018021583557},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.074533611536026},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.04791378974914551},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-76928-6_84","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-76928-6_84","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":11,"referenced_works":["https://openalex.org/W1515851193","https://openalex.org/W1576452626","https://openalex.org/W1970793433","https://openalex.org/W2070180309","https://openalex.org/W2124776405","https://openalex.org/W2124897652","https://openalex.org/W2125056021","https://openalex.org/W2171295431","https://openalex.org/W2182354536","https://openalex.org/W4285719527","https://openalex.org/W4307347247"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2179797810","https://openalex.org/W4256664370","https://openalex.org/W2415995798","https://openalex.org/W1588725841","https://openalex.org/W1592859225","https://openalex.org/W1602405375","https://openalex.org/W2333298519","https://openalex.org/W2033945997"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
