{"id":"https://openalex.org/W3126658346","doi":"https://doi.org/10.1109/icoin50884.2021.9333933","title":"Joint Behavioral Cloning and Reinforcement Learning Method for Propofol and Remifentanil Infusion in Anesthesia","display_name":"Joint Behavioral Cloning and Reinforcement Learning Method for Propofol and Remifentanil Infusion in Anesthesia","publication_year":2021,"publication_date":"2021-01-13","ids":{"openalex":"https://openalex.org/W3126658346","doi":"https://doi.org/10.1109/icoin50884.2021.9333933","mag":"3126658346"},"language":"en","primary_location":{"id":"doi:10.1109/icoin50884.2021.9333933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin50884.2021.9333933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information Networking (ICOIN)","raw_type":"proceedings-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/A5002885336","display_name":"MyungJae Shin","orcid":"https://orcid.org/0000-0001-6505-1448"},"institutions":[{"id":"https://openalex.org/I2802835388","display_name":"Seoul National University Hospital","ror":"https://ror.org/01z4nnt86","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I139264467","https://openalex.org/I2802835388"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"MyungJae Shin","raw_affiliation_strings":["Seoul National University Hospital, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Seoul National University Hospital, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I2802835388"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049202871","display_name":"Joongheon Kim","orcid":"https://orcid.org/0000-0003-2126-768X"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joongheon Kim","raw_affiliation_strings":["Artificial Intelligence Engineering Research Center, College of Engineering, Korea University, Seoul, Republic of Korea","School of Electrical Engineering, Korea University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Engineering Research Center, College of Engineering, Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"School of Electrical Engineering, Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5002885336"],"corresponding_institution_ids":["https://openalex.org/I2802835388"],"apc_list":null,"apc_paid":null,"fwci":1.2109,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.77961747,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"849","last_page":"852"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10436","display_name":"Anesthesia and Sedative Agents","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2703","display_name":"Anesthesiology and Pain Medicine"},"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/T10436","display_name":"Anesthesia and Sedative Agents","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2703","display_name":"Anesthesiology and Pain Medicine"},"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/T12963","display_name":"Anesthesia and Neurotoxicity Research","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2806","display_name":"Developmental Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10867","display_name":"Intensive Care Unit Cognitive Disorders","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2706","display_name":"Critical Care and Intensive Care Medicine"},"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/remifentanil","display_name":"Remifentanil","score":0.9788078665733337},{"id":"https://openalex.org/keywords/propofol","display_name":"Propofol","score":0.8921551704406738},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7641470432281494},{"id":"https://openalex.org/keywords/bispectral-index","display_name":"Bispectral index","score":0.7640681266784668},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.6587505340576172},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5765284299850464},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5029613375663757},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.46748465299606323},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.43722081184387207},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22020766139030457}],"concepts":[{"id":"https://openalex.org/C2778891214","wikidata":"https://www.wikidata.org/wiki/Q417902","display_name":"Remifentanil","level":3,"score":0.9788078665733337},{"id":"https://openalex.org/C2776277131","wikidata":"https://www.wikidata.org/wiki/Q422740","display_name":"Propofol","level":2,"score":0.8921551704406738},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7641470432281494},{"id":"https://openalex.org/C2781097354","wikidata":"https://www.wikidata.org/wiki/Q4918396","display_name":"Bispectral index","level":3,"score":0.7640681266784668},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.6587505340576172},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5765284299850464},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5029613375663757},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.46748465299606323},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.43722081184387207},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22020766139030457},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icoin50884.2021.9333933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icoin50884.2021.9333933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information Networking (ICOIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1988207262","https://openalex.org/W2045548240","https://openalex.org/W2073973806","https://openalex.org/W2126155630","https://openalex.org/W2132051269","https://openalex.org/W2624731731","https://openalex.org/W2726187156","https://openalex.org/W2736601468","https://openalex.org/W2803844903","https://openalex.org/W2901839060","https://openalex.org/W2950892788","https://openalex.org/W2966332179","https://openalex.org/W6740222838","https://openalex.org/W6741002519","https://openalex.org/W6756634552"],"related_works":["https://openalex.org/W2005998605","https://openalex.org/W2324428236","https://openalex.org/W1996356226","https://openalex.org/W2393748027","https://openalex.org/W3030904938","https://openalex.org/W2331161870","https://openalex.org/W2965586106","https://openalex.org/W2313522902","https://openalex.org/W1586706517","https://openalex.org/W2120278536"],"abstract_inverted_index":{"Total":[0],"intravenous":[1],"anesthesia":[2,68],"using":[3],"propofol":[4,88],"and":[5,89,113],"remifentanil":[6,90],"is":[7],"widely":[8],"used.":[9],"However,":[10],"a":[11,54,104],"rapid":[12],"elimination":[13],"property":[14],"of":[15,18,64,109],"the":[16,19,61,71,87,96,100,117],"control":[17,91],"drug":[20,41],"infusion":[21],"rate":[22],"leads":[23],"to":[24,37,69,85],"problems.":[25],"Recently,":[26],"it":[27],"has":[28],"been":[29],"shown":[30,94],"that":[31,58],"machine":[32,55],"learning":[33,56,80],"algorithms":[34],"are":[35],"able":[36],"more":[38],"accurately":[39],"predict":[40],"effects":[42],"than":[43],"traditional":[44],"prediction":[45],"models.":[46],"Based":[47],"on":[48],"this":[49,51],"trend,":[50],"paper":[52],"proposes":[53],"method":[57,102],"can":[59],"simulate":[60],"transition":[62],"dynamics":[63],"patient":[65],"data":[66],"during":[67,116],"conFigure":[70],"interactive":[72],"environment.":[73],"In":[74],"addition,":[75],"we":[76],"propose":[77],"deep":[78],"reinforcement":[79],"with":[81],"behavior":[82],"cloning-based":[83],"initialization":[84],"train":[86],"policies.":[92],"As":[93],"in":[95,107],"dataintensive":[97],"performance":[98,106],"evaluation,":[99],"proposed":[101],"achieves":[103],"desirable":[105],"terms":[108],"average":[110],"bispectral":[111],"index":[112],"blood":[114],"pressure":[115],"surgery":[118],"simulation.":[119]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}