{"id":"https://openalex.org/W7123656975","doi":"https://doi.org/10.3389/fdgth.2025.1746552","title":"Application of artificial intelligence in postoperative orthopedic rehabilitation: a scoping review","display_name":"Application of artificial intelligence in postoperative orthopedic rehabilitation: a scoping review","publication_year":2026,"publication_date":"2026-01-14","ids":{"openalex":"https://openalex.org/W7123656975","doi":"https://doi.org/10.3389/fdgth.2025.1746552","pmid":"https://pubmed.ncbi.nlm.nih.gov/41614143"},"language":"en","primary_location":{"id":"doi:10.3389/fdgth.2025.1746552","doi":"https://doi.org/10.3389/fdgth.2025.1746552","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1746552","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1746552/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-4","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://public-pages-files-2025.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1746552/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5136331218","display_name":"Jue Wang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I114539943","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I114539943"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jue Wang","raw_affiliation_strings":["School of Nursing, Zhejiang Chinese Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Nursing, Zhejiang Chinese Medical University","institution_ids":["https://openalex.org/I114539943"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Huihui Bi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I163151501","display_name":"Hangzhou Normal University","ror":"https://ror.org/014v1mr15","country_code":"CN","type":"education","lineage":["https://openalex.org/I163151501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huihui Bi","raw_affiliation_strings":["School of Public Health and Nursing, Hangzhou Normal University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Health and Nursing, Hangzhou Normal University","institution_ids":["https://openalex.org/I163151501"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yawen Wang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I114539943","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I114539943"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yawen Wang","raw_affiliation_strings":["School of Nursing, Zhejiang Chinese Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Nursing, Zhejiang Chinese Medical University","institution_ids":["https://openalex.org/I114539943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122928009","display_name":"Yixin Song","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I114539943","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I114539943"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixin Song","raw_affiliation_strings":["School of Nursing, Zhejiang Chinese Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Nursing, Zhejiang Chinese Medical University","institution_ids":["https://openalex.org/I114539943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031312306","display_name":"Hai Xu","orcid":"https://orcid.org/0009-0001-9507-3733","observed_orcids":["https://orcid.org/0009-0001-9507-3733"]},"institutions":[{"id":"https://openalex.org/I163151501","display_name":"Hangzhou Normal University","ror":"https://ror.org/014v1mr15","country_code":"CN","type":"education","lineage":["https://openalex.org/I163151501"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Xu","raw_affiliation_strings":["School of Public Health and Nursing, Hangzhou Normal University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Health and Nursing, Hangzhou Normal University","institution_ids":["https://openalex.org/I163151501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122962896","display_name":"Shenjie Zhong","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210131061","display_name":"Zhejiang Provincial People's Hospital","ror":"https://ror.org/03k14e164","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210131061"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenjie Zhong","raw_affiliation_strings":["Department of Nursing, Zhejiang Provincial People\u2019s Hospital"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nursing, Zhejiang Provincial People\u2019s Hospital","institution_ids":["https://openalex.org/I4210131061"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072125733","display_name":"Qiao He","orcid":"https://orcid.org/0009-0004-2792-4083","observed_orcids":["https://orcid.org/0009-0004-2792-4083"]},"institutions":[{"id":"https://openalex.org/I4210131061","display_name":"Zhejiang Provincial People's Hospital","ror":"https://ror.org/03k14e164","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210131061"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiao He","raw_affiliation_strings":["Department of Nursing, Zhejiang Provincial People\u2019s Hospital"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nursing, Zhejiang Provincial People\u2019s Hospital","institution_ids":["https://openalex.org/I4210131061"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122925758","display_name":"Qiong Zhang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210131061","display_name":"Zhejiang Provincial People's Hospital","ror":"https://ror.org/03k14e164","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210131061"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiong Zhang","raw_affiliation_strings":["Department of Nursing, Zhejiang Provincial People\u2019s Hospital"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nursing, Zhejiang Provincial People\u2019s Hospital","institution_ids":["https://openalex.org/I4210131061"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5122925758"],"corresponding_institution_ids":["https://openalex.org/I4210131061"],"apc_list":{"value":2550,"currency":"CHF","value_usd":3077},"apc_paid":{"value":2550,"currency":"CHF","value_usd":3077},"fwci":5.5821,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.94500543,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"1746552","last_page":"1746552"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T11023","display_name":"Prosthetics and Rehabilitation Robotics","score":0.0013000000035390258,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13946","display_name":"Musculoskeletal Disorders and Rehabilitation","score":0.0012000000569969416,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"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/artificial-intelligence","display_name":"artificial intelligence","score":0.9869999885559082},{"id":"https://openalex.org/keywords/postoperative-rehabilitation","display_name":"postoperative rehabilitation","score":0.9419999718666077},{"id":"https://openalex.org/keywords/orthopedic-rehabilitation","display_name":"orthopedic rehabilitation","score":0.9509999752044678},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.925000011920929},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"natural language processing","score":1.0},{"id":"https://openalex.org/keywords/expert-systems","display_name":"expert systems","score":0.9990000128746033},{"id":"https://openalex.org/keywords/joint-replacement","display_name":"joint replacement","score":0.9079999923706055},{"id":"https://openalex.org/keywords/fracture-healing","display_name":"fracture healing","score":0.9940000176429749},{"id":"https://openalex.org/keywords/spine-surgery","display_name":"spinal surgery","score":1.0},{"id":"https://openalex.org/keywords/risk-prediction","display_name":"risk prediction","score":0.9269999861717224},{"id":"https://openalex.org/keywords/rehabilitation-monitoring","display_name":"rehabilitation monitoring","score":0.9929999709129333},{"id":"https://openalex.org/keywords/nursing-decision-support","display_name":"nursing decision support","score":0.9599999785423279},{"id":"https://openalex.org/keywords/functional-recovery","display_name":"functional recovery","score":0.7540000081062317}],"concepts":[{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.7261000275611877},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5630999803543091},{"id":"https://openalex.org/C68312169","wikidata":"https://www.wikidata.org/wiki/Q216685","display_name":"Orthopedic surgery","level":2,"score":0.5228999853134155},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.5178999900817871},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.4000000059604645},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.37470000982284546},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.3422999978065491},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3325999975204468},{"id":"https://openalex.org/C2991718331","wikidata":"https://www.wikidata.org/wiki/Q5133849","display_name":"Clinical science","level":4,"score":0.2777999937534332},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.2535000145435333}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3389/fdgth.2025.1746552","doi":"https://doi.org/10.3389/fdgth.2025.1746552","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1746552","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1746552/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-4","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},{"id":"pmid:41614143","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41614143","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in digital health","raw_type":"Journal Article"},{"id":"pmh:oai:europepmc.org:11656724","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12847308","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:69a467336f7641c094445c1f2af3a8aa","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/69a467336f7641c094445c1f2af3a8aa","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,"listed_in":[],"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":"Frontiers in Digital Health, Vol 7 (2026)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12847308","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12847308/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Digit Health","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/fdgth.2025.1746552","doi":"https://doi.org/10.3389/fdgth.2025.1746552","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1746552","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1746552/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-4","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.9940000176429749,"display_name":"Good health and well-being"}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/9","score":0.4307402968406677,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[{"id":"https://openalex.org/study-designs/systematic-review","display_name":"Systematic Review"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7123656975.pdf","grobid_xml":"https://content.openalex.org/works/W7123656975.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W2075950485","https://openalex.org/W2095992711","https://openalex.org/W2157825442","https://openalex.org/W2562251009","https://openalex.org/W2891378911","https://openalex.org/W2982580298","https://openalex.org/W3004889343","https://openalex.org/W3017090455","https://openalex.org/W3027333100","https://openalex.org/W3080817534","https://openalex.org/W3113541070","https://openalex.org/W3188776388","https://openalex.org/W3201668438","https://openalex.org/W4206983849","https://openalex.org/W4220800400","https://openalex.org/W4281873415","https://openalex.org/W4283774462","https://openalex.org/W4318486566","https://openalex.org/W4322500680","https://openalex.org/W4322504903","https://openalex.org/W4327582601","https://openalex.org/W4365443237","https://openalex.org/W4380758918","https://openalex.org/W4383264334","https://openalex.org/W4383302364","https://openalex.org/W4383683017","https://openalex.org/W4383998599","https://openalex.org/W4385241219","https://openalex.org/W4385381042","https://openalex.org/W4385616442","https://openalex.org/W4389885061","https://openalex.org/W4389947931","https://openalex.org/W4390700611","https://openalex.org/W4391469989","https://openalex.org/W4391925508","https://openalex.org/W4393252536","https://openalex.org/W4393372063","https://openalex.org/W4394921248","https://openalex.org/W4399914602","https://openalex.org/W4400907465","https://openalex.org/W4401083889","https://openalex.org/W4401397810","https://openalex.org/W4404032675","https://openalex.org/W4404488312","https://openalex.org/W4407050358","https://openalex.org/W4407341316","https://openalex.org/W4408238726"],"related_works":[],"abstract_inverted_index":{"Objectives:":[0],"Artificial":[1],"intelligence":[2],"(AI)":[3],"has":[4],"shown":[5],"increasing":[6],"promise":[7],"is":[8,23],"orthopedic":[9,44,215],"medicine.":[10],"However,":[11],"its":[12,230],"role":[13],"in":[14,42,80,132,157,213,229],"postoperative":[15,43,214],"rehabilitation":[16,22,179,216,238,250,266],"remains":[17,217],"insufficiently":[18],"synthesized,":[19],"particularly":[20],"when":[21],"viewed":[24],"as":[25],"a":[26,241],"continuous":[27],"and":[28,50,53,57,72,100,110,115,148,164,178,247,259,264],"dynamic":[29,176],"care":[30],"process.":[31],"This":[32,61,204],"scoping":[33,62],"review":[34,63,205,227],"aims":[35],"to":[36,268],"systematically":[37],"map":[38],"current":[39],"AI":[40,138,212,234],"applications":[41,235],"rehabilitation,":[45],"indentify":[46],"prevailing":[47],"application":[48,170],"patterns":[49],"evidence":[51,191],"gaps,":[52],"clarify":[54],"their":[55],"clinical":[56,271],"nursing":[58,196],"implications.":[59],"Methods:":[60],"was":[64,78],"conducted":[65,79],"following":[66],"the":[67,101,168,237],"methodological":[68],"framework":[69],"by":[70],"Arksey":[71],"O'Malley.":[73],"A":[74,125],"comprehensive":[75],"literature":[76],"search":[77],"PubMed,":[81],"CINAHL":[82],"Complete,":[83],"The":[84,223],"Cochrane":[85],"Library,":[86],"Web":[87],"of":[88,127,225,233],"Science,":[89],"Embase,":[90],"Scopus,":[91],"IEEE":[92],"Xplore,":[93],"SinoMed,":[94],"China":[95],"National":[96],"Knowledge":[97],"Infrastructure":[98],"(CNKI),":[99],"WanFang":[102],"Database":[103],"for":[104],"studies":[105,183,258],"published":[106],"between":[107,244],"March":[108,111],"2020":[109],"2025.":[112],"Data":[113],"extraction":[114],"descriptive":[116],"synthesis":[117,232],"were":[118,130,154],"performed":[119],"on":[120,173,185],"all":[121],"included":[122,131],"studies.":[123],"Results:":[124],"total":[126],"38":[128],"articles":[129],"this":[133,226],"review,":[134],"encompassing":[135],"3":[136],"core":[137],"technologies,":[139],"namely":[140],"machine":[141],"learning":[142],"(ML),":[143],"natural":[144],"language":[145],"processing":[146],"(NLP),":[147],"expert":[149],"systems":[150],"(ES).":[151],"These":[152],"technologies":[153],"mainly":[155],"applied":[156],"patients":[158],"undergoing":[159],"joint":[160],"replacement,":[161],"fracture":[162],"repair,":[163],"spinal":[165],"surgery,":[166],"with":[167],"main":[169],"scenarios":[171],"focusing":[172],"risk":[174],"prediction,":[175],"feedback,":[177],"monitoring.":[180],"Notably,":[181],"most":[182],"focused":[184],"short-term":[186],"predictive":[187,219],"outcomes,":[188],"while":[189],"limited":[190],"addressed":[192],"AI-supported":[193],"intervention":[194],"adjustment,":[195],"decision":[197],"support,":[198],"or":[199],"long-term":[200],"functional":[201],"recovery.":[202],"Conclusion:":[203],"highlights":[206],"that,":[207],"despite":[208],"rapid":[209],"technological":[210],"progress,":[211],"largely":[218],"rather":[220],"than":[221],"interventional.":[222],"novelty":[224],"lies":[228],"stage-oriented":[231],"across":[236],"continuum,":[239],"revealing":[240],"critical":[242],"gap":[243],"data-driven":[245],"prediction":[246],"clinically":[248],"actionable":[249],"support.":[251],"Future":[252],"research":[253],"should":[254],"prioritize":[255],"high-quality,":[256],"longitudinal":[257],"shift":[260],"toward":[261],"AI-enabled":[262],"preventive":[263],"adaptive":[265],"strategies":[267],"facilitate":[269],"meaningful":[270],"translation.":[272]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2026-01-14T00:00:00"}