{"id":"https://openalex.org/W3010567022","doi":"https://doi.org/10.1109/access.2020.2978078","title":"Artificial Intelligence Recommendation System of Cancer Rehabilitation Scheme Based on IoT Technology","display_name":"Artificial Intelligence Recommendation System of Cancer Rehabilitation Scheme Based on IoT Technology","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3010567022","doi":"https://doi.org/10.1109/access.2020.2978078","mag":"3010567022"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2978078","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2978078","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09025219.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://ieeexplore.ieee.org/ielx7/6287639/8948470/09025219.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024873536","display_name":"Yang Han","orcid":"https://orcid.org/0000-0002-3501-1610"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Han","raw_affiliation_strings":["College of Metallurgy and Energy, North China University of Science and Technology, Tangshan, China","College of Science, North China University of Science and Technology, Tangshan, China"],"raw_orcid":"https://orcid.org/0000-0002-3501-1610","affiliations":[{"raw_affiliation_string":"College of Metallurgy and Energy, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]},{"raw_affiliation_string":"College of Science, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043794926","display_name":"Zhenguo Han","orcid":"https://orcid.org/0000-0002-6869-6978"},"institutions":[{"id":"https://openalex.org/I4210158804","display_name":"Shanxi Academy of Medical Sciences","ror":"https://ror.org/04tshhm50","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158804"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenguo Han","raw_affiliation_strings":["Shanxi Bethune Hospital, Taiyuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanxi Bethune Hospital, Taiyuan, China","institution_ids":["https://openalex.org/I4210158804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013242139","display_name":"Jianhui Wu","orcid":"https://orcid.org/0000-0002-8440-1404"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhui Wu","raw_affiliation_strings":["School of Public Health, North China University of Science and Technology, Tangshan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Health, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064169490","display_name":"Yanlong Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I193114190","display_name":"Chifeng University","ror":"https://ror.org/05wr48765","country_code":"CN","type":"education","lineage":["https://openalex.org/I193114190"]},{"id":"https://openalex.org/I44673925","display_name":"Inner Mongolia Medical University","ror":"https://ror.org/01mtxmr84","country_code":"CN","type":"funder","lineage":["https://openalex.org/I44673925"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanlong Yu","raw_affiliation_strings":["Chifeng Clinical Medical School, Inner Mongolia Medical University, Chifeng, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chifeng Clinical Medical School, Inner Mongolia Medical University, Chifeng, China","institution_ids":["https://openalex.org/I193114190","https://openalex.org/I44673925"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033706666","display_name":"Shuqing Gao","orcid":"https://orcid.org/0000-0002-8542-0332"},"institutions":[{"id":"https://openalex.org/I111381250","display_name":"Hebei Medical University","ror":"https://ror.org/04eymdx19","country_code":"CN","type":"education","lineage":["https://openalex.org/I111381250"]},{"id":"https://openalex.org/I4210106405","display_name":"Fourth Hospital of Hebei Medical University","ror":"https://ror.org/01mdjbm03","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210106405"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuqing Gao","raw_affiliation_strings":["Fourth Hospital of Hebei Medical University, Shijiazhuang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fourth Hospital of Hebei Medical University, Shijiazhuang, China","institution_ids":["https://openalex.org/I111381250","https://openalex.org/I4210106405"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045731596","display_name":"Dianbo Hua","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dianbo Hua","raw_affiliation_strings":["Beijing Street Laboratory, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Street Laboratory, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048852821","display_name":"Aimin Yang","orcid":"https://orcid.org/0000-0003-0463-9023"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aimin Yang","raw_affiliation_strings":["College of Metallurgy and Energy, North China University of Science and Technology, Tangshan, China","College of Science, North China University of Science and Technology, Tangshan, China"],"raw_orcid":"https://orcid.org/0000-0003-0463-9023","affiliations":[{"raw_affiliation_string":"College of Metallurgy and Energy, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]},{"raw_affiliation_string":"College of Science, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":7.6191,"has_fulltext":true,"cited_by_count":45,"citation_normalized_percentile":{"value":0.97315749,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"44924","last_page":"44935"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13647","display_name":"AI and Big Data Applications","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13647","display_name":"AI and Big Data Applications","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13567","display_name":"AI and Multimedia in Education","score":0.9739999771118164,"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/T13027","display_name":"Applied Advanced Technologies","score":0.964900016784668,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rehabilitation","display_name":"Rehabilitation","score":0.8409082889556885},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6097649335861206},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.49993252754211426},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.48871779441833496},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4807164967060089},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4168981909751892},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3783886730670929},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2838779389858246},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.242939293384552},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.2237221896648407},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11959466338157654},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08167684078216553}],"concepts":[{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.8409082889556885},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6097649335861206},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.49993252754211426},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.48871779441833496},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4807164967060089},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4168981909751892},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3783886730670929},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2838779389858246},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.242939293384552},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.2237221896648407},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11959466338157654},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08167684078216553},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2978078","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2978078","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09025219.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:de10d00f14324e878eb555877fa9de0b","is_oa":true,"landing_page_url":"https://doaj.org/article/de10d00f14324e878eb555877fa9de0b","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 8, Pp 44924-44935 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2978078","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2978078","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09025219.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3010567022.pdf","grobid_xml":"https://content.openalex.org/works/W3010567022.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1900048720","https://openalex.org/W2253429366","https://openalex.org/W2399066977","https://openalex.org/W2527516304","https://openalex.org/W2567027357","https://openalex.org/W2582855588","https://openalex.org/W2784039032","https://openalex.org/W2792178396","https://openalex.org/W2806419994","https://openalex.org/W2898020899","https://openalex.org/W2899813732","https://openalex.org/W2900669374","https://openalex.org/W2909950860","https://openalex.org/W2912666682","https://openalex.org/W2936595168","https://openalex.org/W2938761834","https://openalex.org/W2941593869","https://openalex.org/W2945719313","https://openalex.org/W2949410220","https://openalex.org/W2954672461","https://openalex.org/W2954965457","https://openalex.org/W2961950085","https://openalex.org/W2964247400","https://openalex.org/W2975489614","https://openalex.org/W2980309647","https://openalex.org/W2994958788","https://openalex.org/W6745458946"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4288390103","https://openalex.org/W4317039510","https://openalex.org/W4238861846"],"abstract_inverted_index":{"Based":[0],"on":[1,11],"the":[2,12,36,39,48,64,68,77,80,85,92,96,101,105,111,119,126,143,164,173,176,192,198,204,230,247],"advantages":[3],"of":[4,6,14,29,35,38,43,45,58,63,79,87,104,121,123,130,146,149,184,189,208,233,249],"Internet":[5,122],"things,":[7],"this":[8],"paper":[9],"focuses":[10],"research":[13],"intelligent":[15,26,127,147,199],"recommendation":[16,27,102,128,144,148,200,215],"model":[17,65,103,129,134],"for":[18,84,110,154,227,246],"cancer":[19,30,46,88,131,155,239,250],"patients'":[20],"rehabilitation,":[21],"and":[22,41,99,135,187,223,241],"designs":[23],"a":[24],"user-friendly":[25],"system":[28,145,165,201,216],"rehabilitation":[31,86,112,132,150,156,224,234],"scheme.":[32],"In":[33],"view":[34],"uncertainty":[37],"cause":[40],"time":[42,94,207],"recurrence":[44,93,178,206],"patients,":[47,89,240],"convolutional":[49],"neural":[50],"network":[51],"algorithm":[52],"was":[53,71,139,169,180],"used":[54],"to":[55,141,159,237],"predict":[56],"both":[57],"them.":[59],"The":[60],"prediction":[61,69,133],"results":[62,186],"showed":[66],"that":[67,171,175],"accuracy":[70],"high,":[72],"reaching":[73],"92%.":[74],"To":[75],"solve":[76],"problem":[78],"optimal":[81,106],"nutrition":[82,107,136,151,222],"program":[83,109,138,153],"we":[90],"took":[91],"as":[95],"objective":[97],"function,":[98],"established":[100],"support":[108,137,152,194],"by":[113,197,210],"using":[114],"BAS":[115],"algorithm.":[116],"Finally,":[117],"under":[118,172],"framework":[120],"things":[124],"technology,":[125],"integrated":[140],"realize":[142],"patients":[157,209,228],"according":[158,236],"their":[160],"different":[161,238],"characteristics.":[162],"After":[163],"simulation":[166,185],"experiment,":[167],"it":[168],"found":[170],"condition":[174],"predicted":[177],"location":[179],"almost":[181],"unchanged":[182],"(49%":[183],"50%":[188],"actual":[190],"results),":[191],"nutritional":[193],"scheme":[195],"recommended":[196],"could":[202],"extend":[203],"postoperative":[205],"more":[211],"than":[212],"95%.":[213],"This":[214],"can":[217],"help":[218],"doctors":[219],"select":[220],"personalized":[221],"programs":[225],"suitable":[226],"in":[229],"later":[231],"stage":[232],"treatment":[235],"has":[242],"certain":[243],"guiding":[244],"significance":[245],"field":[248],"rehabilitation.":[251]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}