{"id":"https://openalex.org/W4405907096","doi":"https://doi.org/10.1109/access.2024.3524262","title":"POMA-C: A Framework for Solving the Problem of Precise Anesthesia Control Under Incomplete Observation Environment in Low-Income Areas","display_name":"POMA-C: A Framework for Solving the Problem of Precise Anesthesia Control Under Incomplete Observation Environment in Low-Income Areas","publication_year":2024,"publication_date":"2024-12-30","ids":{"openalex":"https://openalex.org/W4405907096","doi":"https://doi.org/10.1109/access.2024.3524262"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3524262","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3524262","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3524262","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053839372","display_name":"Yide Yu","orcid":"https://orcid.org/0000-0002-5549-2925"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":true,"raw_author_name":"Yide Yu","raw_affiliation_strings":["Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","Macao Polytechnic University, Macao SAR, China"],"raw_orcid":"https://orcid.org/0000-0002-5549-2925","affiliations":[{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","institution_ids":["https://openalex.org/I49835588"]},{"raw_affiliation_string":"Macao Polytechnic University, Macao SAR, China","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059208243","display_name":"Huijie Li","orcid":"https://orcid.org/0009-0003-1224-7879"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Huijie Li","raw_affiliation_strings":["Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","Macao Polytechnic University, Macao SAR, China"],"raw_orcid":"https://orcid.org/0009-0003-1224-7879","affiliations":[{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","institution_ids":["https://openalex.org/I49835588"]},{"raw_affiliation_string":"Macao Polytechnic University, Macao SAR, China","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059002802","display_name":"Dennis Wong","orcid":"https://orcid.org/0000-0002-6242-164X"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Dennis Wong","raw_affiliation_strings":["Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","Macao Polytechnic University, Macao SAR, China"],"raw_orcid":"https://orcid.org/0000-0002-6242-164X","affiliations":[{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","institution_ids":["https://openalex.org/I49835588"]},{"raw_affiliation_string":"Macao Polytechnic University, Macao SAR, China","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022467526","display_name":"Anmin Hu","orcid":"https://orcid.org/0000-0002-6507-6423"},"institutions":[{"id":"https://openalex.org/I4210105608","display_name":"ShenZhen People\u2019s Hospital","ror":"https://ror.org/01hcefx46","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210105608"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anmin Hu","raw_affiliation_strings":["Department of Anesthesiology, Shenzhen People&#x2019;s Hospital, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-6507-6423","affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Shenzhen People&#x2019;s Hospital, Shenzhen, China","institution_ids":["https://openalex.org/I4210105608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052912358","display_name":"Jian Zhong Huo","orcid":"https://orcid.org/0009-0004-8968-7204"},"institutions":[{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Huo","raw_affiliation_strings":["Biomedical Engineering Center, Shenzhen United Scheme Technology Company Ltd., Shenzhen, China","Biomedical Engineering Center, Shenzhen United Scheme Technology Company Limited, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0004-8968-7204","affiliations":[{"raw_affiliation_string":"Biomedical Engineering Center, Shenzhen United Scheme Technology Company Ltd., Shenzhen, China","institution_ids":["https://openalex.org/I4210152380"]},{"raw_affiliation_string":"Biomedical Engineering Center, Shenzhen United Scheme Technology Company Limited, Shenzhen, China","institution_ids":["https://openalex.org/I4210152380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088359251","display_name":"Yan Ma","orcid":"https://orcid.org/0000-0001-8065-591X"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Yan Ma","raw_affiliation_strings":["Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","Macao Polytechnic University, Macao SAR, China"],"raw_orcid":"https://orcid.org/0000-0001-8065-591X","affiliations":[{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","institution_ids":["https://openalex.org/I49835588"]},{"raw_affiliation_string":"Macao Polytechnic University, Macao SAR, China","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100320066","display_name":"Yue Liu","orcid":"https://orcid.org/0000-0002-3292-4211"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Yue Liu","raw_affiliation_strings":["Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","Macao Polytechnic University, Macao SAR, China"],"raw_orcid":"https://orcid.org/0000-0002-3292-4211","affiliations":[{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macau, SAR, China","institution_ids":["https://openalex.org/I49835588"]},{"raw_affiliation_string":"Macao Polytechnic University, Macao SAR, China","institution_ids":["https://openalex.org/I49835588"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5053839372"],"corresponding_institution_ids":["https://openalex.org/I49835588"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.42895853,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"4098","last_page":"4116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10436","display_name":"Anesthesia and Sedative Agents","score":0.9855999946594238,"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":0.9855999946594238,"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":0.9722999930381775,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.6543901562690735},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4936572015285492},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36134761571884155},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.344942569732666},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2543240785598755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24014008045196533},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19684699177742004}],"concepts":[{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.6543901562690735},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4936572015285492},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36134761571884155},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.344942569732666},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2543240785598755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24014008045196533},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19684699177742004}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3524262","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3524262","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:be319552a75542cc85f839d4c8ac4818","is_oa":true,"landing_page_url":"https://doaj.org/article/be319552a75542cc85f839d4c8ac4818","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 4098-4116 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3524262","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3524262","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"No poverty","id":"https://metadata.un.org/sdg/1"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1571190973","https://openalex.org/W1714211023","https://openalex.org/W1974971448","https://openalex.org/W1988591348","https://openalex.org/W1988881714","https://openalex.org/W2009551863","https://openalex.org/W2012031034","https://openalex.org/W2034769397","https://openalex.org/W2040327687","https://openalex.org/W2041282815","https://openalex.org/W2075848246","https://openalex.org/W2137164841","https://openalex.org/W2159401118","https://openalex.org/W2160337655","https://openalex.org/W2164194812","https://openalex.org/W2168359464","https://openalex.org/W2168405694","https://openalex.org/W2193923384","https://openalex.org/W2317878958","https://openalex.org/W2782351298","https://openalex.org/W2786909024","https://openalex.org/W2795496197","https://openalex.org/W2885139858","https://openalex.org/W2899096376","https://openalex.org/W2989213905","https://openalex.org/W2994748716","https://openalex.org/W3016144601","https://openalex.org/W3024398495","https://openalex.org/W4200473450","https://openalex.org/W4210572675","https://openalex.org/W4236137412","https://openalex.org/W4244266543","https://openalex.org/W4281878921","https://openalex.org/W4289534145","https://openalex.org/W4378761573","https://openalex.org/W4390357424","https://openalex.org/W4393186410","https://openalex.org/W6675457919","https://openalex.org/W6713140612","https://openalex.org/W6737007698","https://openalex.org/W6737378883","https://openalex.org/W6798736220","https://openalex.org/W6894119660","https://openalex.org/W6922480057"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"This":[0,173],"paper":[1],"introduces":[2],"the":[3,15,34,52,69,83,105,128,190],"POMA-C":[4,50],"(Partial":[5],"Observable":[6,63,108],"Model":[7],"for":[8,95,181,200],"Anesthesia":[9],"Control)":[10],"framework,":[11],"developed":[12],"to":[13,126,148,162],"address":[14],"challenge":[16],"of":[17,54,72],"anesthesia":[18,55,73,84,97,182,205],"management":[19],"in":[20,99,170,203],"environments":[21],"with":[22,112],"incomplete":[23,58,185],"physiological":[24,131],"monitoring,":[25],"such":[26],"as":[27],"low-resource":[28],"settings":[29],"where":[30],"critical":[31],"indicators":[32],"like":[33,164],"Bispectral":[35],"Index":[36],"(BIS)":[37],"are":[38,145],"often":[39],"unavailable.":[40],"Unlike":[41],"traditional":[42],"methods":[43,163],"that":[44],"rely":[45],"on":[46],"fully":[47],"observable":[48],"data,":[49],"frames":[51],"problem":[53],"control":[56,71,85,98,183],"under":[57,184],"observability":[59,186],"within":[60],"a":[61,79,92,178,198],"Partially":[62],"Markov":[64],"Decision":[65],"Process":[66],"(POMDP),":[67],"enabling":[68],"precise":[70],"despite":[74],"missing":[75,150],"data.":[76],"By":[77],"establishing":[78],"formal":[80],"correspondence":[81],"between":[82,192],"process":[86],"and":[87,123,133,157,166,194],"POMDP,":[88],"this":[89],"framework":[90,103],"provides":[91,177],"theoretical":[93],"foundation":[94,199],"modeling":[96],"uncertain":[100],"environments.":[101,172],"The":[102],"employs":[104],"POMCPOW":[106],"(Partially":[107],"Monte":[109,118],"Carlo":[110,119],"Planning":[111],"Observation":[113],"Weighting)":[114],"algorithm,":[115],"which":[116],"integrates":[117],"Tree":[120],"Search":[121],"(MCTS)":[122],"particle":[124],"filtering":[125],"estimate":[127],"patient\u2019s":[129],"true":[130],"state":[132],"guide":[134],"optimal":[135],"anesthetic":[136],"decisions.":[137],"Through":[138],"comprehensive":[139],"ablation":[140],"experiments\u2014where":[141],"key":[142],"observation":[143],"dimensions":[144],"systematically":[146],"reduced":[147],"simulate":[149],"data\u2014POMA-C":[151],"demonstrates":[152],"significantly":[153],"higher":[154],"decision":[155],"accuracy":[156],"cumulative":[158],"reward":[159],"optimization":[160],"compared":[161],"Q-learning":[165],"human":[167],"expertise,":[168],"even":[169],"data-constrained":[171],"work":[174],"not":[175],"only":[176],"robust":[179],"solution":[180],"but":[187],"also":[188],"bridges":[189],"gap":[191],"MDP":[193],"POMDP":[195],"models,":[196],"offering":[197],"future":[201],"research":[202],"automated":[204],"management.":[206]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
