{"id":"https://openalex.org/W2996393895","doi":"https://doi.org/10.1109/mnet.001.1900075","title":"Toward Smart Treatment Management for Personalized Healthcare","display_name":"Toward Smart Treatment Management for Personalized Healthcare","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W2996393895","doi":"https://doi.org/10.1109/mnet.001.1900075","mag":"2996393895"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.001.1900075","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.001.1900075","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","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/A5066465215","display_name":"Keke Gai","orcid":"https://orcid.org/0000-0001-6784-0221"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Keke Gai","raw_affiliation_strings":["Beijing Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047344828","display_name":"Zhihui Lu","orcid":"https://orcid.org/0000-0001-5706-7503"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhihui Lu","raw_affiliation_strings":["Ministry of Education, Engineering Research Center of Cyber Security Auditing and Monitoring, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education, Engineering Research Center of Cyber Security Auditing and Monitoring, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083330935","display_name":"Meikang Qiu","orcid":"https://orcid.org/0000-0002-1004-0140"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meikang Qiu","raw_affiliation_strings":["Columbia University"],"affiliations":[{"raw_affiliation_string":"Columbia University","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100634361","display_name":"Liehuang Zhu","orcid":"https://orcid.org/0000-0003-3277-3887"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liehuang Zhu","raw_affiliation_strings":["Beijing Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5066465215"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":1.8202,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.89320357,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"33","issue":"6","first_page":"30","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9362999796867371,"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":0.9362999796867371,"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/T10350","display_name":"Electronic Health Records Systems","score":0.923799991607666,"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9158999919891357,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"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/computer-science","display_name":"Computer science","score":0.6985690593719482},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5857309699058533},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"Personalized medicine","score":0.5790073871612549},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5455566644668579},{"id":"https://openalex.org/keywords/service-delivery-framework","display_name":"Service delivery framework","score":0.4999227523803711},{"id":"https://openalex.org/keywords/medical-services","display_name":"Medical services","score":0.4267835021018982},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.13349473476409912}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6985690593719482},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5857309699058533},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.5790073871612549},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5455566644668579},{"id":"https://openalex.org/C68595000","wikidata":"https://www.wikidata.org/wiki/Q2274177","display_name":"Service delivery framework","level":3,"score":0.4999227523803711},{"id":"https://openalex.org/C3018075012","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Medical services","level":3,"score":0.4267835021018982},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13349473476409912},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.001.1900075","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.001.1900075","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W565292247","https://openalex.org/W2017455926","https://openalex.org/W2053381312","https://openalex.org/W2111599172","https://openalex.org/W2143221170","https://openalex.org/W2289113545","https://openalex.org/W2501162690","https://openalex.org/W2525221147","https://openalex.org/W2526956184","https://openalex.org/W2528662139","https://openalex.org/W2554387513","https://openalex.org/W2587310998","https://openalex.org/W2886951144","https://openalex.org/W2893489317"],"related_works":["https://openalex.org/W1526821830","https://openalex.org/W2307997317","https://openalex.org/W2388220225","https://openalex.org/W2479242699","https://openalex.org/W4312524083","https://openalex.org/W2372664816","https://openalex.org/W2148720267","https://openalex.org/W2371178421","https://openalex.org/W1560641668","https://openalex.org/W2682838221"],"abstract_inverted_index":{"A":[0],"remarkable":[1],"increase":[2],"of":[3,14,23,76,80,127],"personalized":[4,25],"healthcare":[5,26],"services":[6,60],"has":[7,131],"been":[8,132],"powered":[9],"by":[10,134],"the":[11,15,43,74,101,122,128],"broad":[12],"implementation":[13],"networks":[16],"and":[17,35,40,83],"their":[18],"ramifications.":[19],"The":[20,97,125],"core":[21],"value":[22],"using":[24],"systems":[27],"is":[28,49,99,110],"to":[29,91,112,117],"create":[30],"customized":[31],"medical":[32,59],"service":[33,81,94],"offerings":[34],"establish":[36],"interconnections":[37],"between":[38],"patients":[39,48],"physicians.":[41],"However,":[42],"treatment":[44],"delivery":[45],"for":[46,104],"individual":[47],"encountering":[50],"a":[51],"challenge":[52],"in":[53,57],"effectively":[54],"creating":[55],"plans":[56],"which":[58,109],"can":[61],"be":[62],"retrieved":[63],"from":[64],"multiple":[65],"sources":[66],"at":[67],"various":[68],"costs.":[69],"This":[70],"article":[71],"focuses":[72],"on":[73,121],"problem":[75],"minimizing":[77,118],"total":[78,119],"cost":[79,120],"retrieval":[82,95],"proposes":[84],"an":[85,114],"approach":[86,98,130],"that":[87],"uses":[88],"intelligent":[89,123],"agents":[90],"dynamically":[92],"make":[93],"strategies.":[96],"called":[100],"Smart":[102],"Treatment":[103],"Personalized":[105],"Healthcare":[106],"(STPH)":[107],"model,":[108],"designed":[111],"produce":[113],"optimal":[115],"solution":[116],"agent.":[124],"performance":[126],"proposed":[129],"validated":[133],"experimental":[135],"evaluations.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}