{"id":"https://openalex.org/W4389509043","doi":"https://doi.org/10.1007/s44230-023-00051-1","title":"Machine Learning Algorithms for the Prediction of Language and Cognition Rehabilitation Outcomes of Post-stroke Patients: A Scoping Review","display_name":"Machine Learning Algorithms for the Prediction of Language and Cognition Rehabilitation Outcomes of Post-stroke Patients: A Scoping Review","publication_year":2023,"publication_date":"2023-12-09","ids":{"openalex":"https://openalex.org/W4389509043","doi":"https://doi.org/10.1007/s44230-023-00051-1"},"language":"en","primary_location":{"id":"doi:10.1007/s44230-023-00051-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44230-023-00051-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44230-023-00051-1.pdf","source":{"id":"https://openalex.org/S4210207486","display_name":"Human-Centric Intelligent Systems","issn_l":"2667-1336","issn":["2667-1336"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human-Centric Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007/s44230-023-00051-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067398723","display_name":"Kyriakos D. Apostolidis","orcid":"https://orcid.org/0000-0003-0394-7454"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kyriakos Apostolidis","raw_affiliation_strings":["Department of Physical Education and Sport Science, Democritus University of Thrace, 69100, Komotini, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physical Education and Sport Science, Democritus University of Thrace, 69100, Komotini, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046515624","display_name":"Christos Kokkotis","orcid":"https://orcid.org/0000-0003-2972-3117"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christos Kokkotis","raw_affiliation_strings":["Department of Physical Education and Sport Science, Democritus University of Thrace, 69100, Komotini, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physical Education and Sport Science, Democritus University of Thrace, 69100, Komotini, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077526481","display_name":"Serafeim Moustakidis","orcid":"https://orcid.org/0000-0002-1090-2177"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Serafeim Moustakidis","raw_affiliation_strings":["Department of Physical Education and Sport Science, Democritus University of Thrace, 69100, Komotini, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physical Education and Sport Science, Democritus University of Thrace, 69100, Komotini, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031056275","display_name":"Evangelos Karakasis","orcid":"https://orcid.org/0000-0002-7469-6464"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Evangelos Karakasis","raw_affiliation_strings":["Department of Physical Education and Sport Science, Democritus University of Thrace, 69100, Komotini, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physical Education and Sport Science, Democritus University of Thrace, 69100, Komotini, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059878564","display_name":"Paraskevi Sakellari","orcid":null},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Paraskevi Sakellari","raw_affiliation_strings":["Department of Physical Education and Sport Science, Democritus University of Thrace, 69100, Komotini, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physical Education and Sport Science, Democritus University of Thrace, 69100, Komotini, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037727001","display_name":"Christina Koutra","orcid":"https://orcid.org/0000-0003-2127-9605"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christina Koutra","raw_affiliation_strings":["Department of Physical Education and Sport Science, Democritus University of Thrace, 69100, Komotini, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physical Education and Sport Science, Democritus University of Thrace, 69100, Komotini, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049992777","display_name":"Dimitrios Tsiptsios","orcid":"https://orcid.org/0000-0002-1601-8788"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]},{"id":"https://openalex.org/I4210161335","display_name":"University Hospital of Alexandroupolis","ror":"https://ror.org/04zkctn64","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210161335"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Tsiptsios","raw_affiliation_strings":["Department of Neurology, School of Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, 68100, Alexandroupolis, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, School of Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, 68100, Alexandroupolis, Greece","institution_ids":["https://openalex.org/I147962203","https://openalex.org/I4210161335"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005596848","display_name":"Stella Karatzetzou","orcid":null},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]},{"id":"https://openalex.org/I4210161335","display_name":"University Hospital of Alexandroupolis","ror":"https://ror.org/04zkctn64","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210161335"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Stella Karatzetzou","raw_affiliation_strings":["Department of Neurology, School of Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, 68100, Alexandroupolis, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, School of Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, 68100, Alexandroupolis, Greece","institution_ids":["https://openalex.org/I147962203","https://openalex.org/I4210161335"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000302445","display_name":"\u039aonstantinos Vadikolias","orcid":"https://orcid.org/0000-0003-0484-369X"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]},{"id":"https://openalex.org/I4210161335","display_name":"University Hospital of Alexandroupolis","ror":"https://ror.org/04zkctn64","country_code":"GR","type":"healthcare","lineage":["https://openalex.org/I4210161335"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Vadikolias","raw_affiliation_strings":["Department of Neurology, School of Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, 68100, Alexandroupolis, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, School of Medicine, University Hospital of Alexandroupolis, Democritus University of Thrace, 68100, Alexandroupolis, Greece","institution_ids":["https://openalex.org/I147962203","https://openalex.org/I4210161335"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078998147","display_name":"Nikolaos Aggelousis","orcid":"https://orcid.org/0000-0001-5108-7335"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Nikolaos Aggelousis","raw_affiliation_strings":["Department of Physical Education and Sport Science, Democritus University of Thrace, 69100, Komotini, Greece"],"raw_orcid":"https://orcid.org/0000-0001-5108-7335","affiliations":[{"raw_affiliation_string":"Department of Physical Education and Sport Science, Democritus University of Thrace, 69100, Komotini, Greece","institution_ids":["https://openalex.org/I147962203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5078998147"],"corresponding_institution_ids":["https://openalex.org/I147962203"],"apc_list":null,"apc_paid":null,"fwci":2.0786,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.8847514,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"4","issue":"1","first_page":"147","last_page":"160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9797999858856201,"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/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9710000157356262,"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/rehabilitation","display_name":"Rehabilitation","score":0.6667062044143677},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6485630869865417},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5972484350204468},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5742233991622925},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5518707036972046},{"id":"https://openalex.org/keywords/aphasia","display_name":"Aphasia","score":0.5220931768417358},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.512012779712677},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.4796862304210663},{"id":"https://openalex.org/keywords/scopus","display_name":"Scopus","score":0.45095741748809814},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4241173267364502},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4229263365268707},{"id":"https://openalex.org/keywords/cognitive-rehabilitation-therapy","display_name":"Cognitive rehabilitation therapy","score":0.4116154611110687},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3877541720867157},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32845306396484375},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.32829952239990234},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2623240649700165},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21322289109230042},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.20814844965934753},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.19612744450569153},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10830843448638916},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.10256460309028625}],"concepts":[{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.6667062044143677},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6485630869865417},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5972484350204468},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5742233991622925},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5518707036972046},{"id":"https://openalex.org/C2779422653","wikidata":"https://www.wikidata.org/wiki/Q2836","display_name":"Aphasia","level":2,"score":0.5220931768417358},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.512012779712677},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.4796862304210663},{"id":"https://openalex.org/C83867959","wikidata":"https://www.wikidata.org/wiki/Q371467","display_name":"Scopus","level":3,"score":0.45095741748809814},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4241173267364502},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4229263365268707},{"id":"https://openalex.org/C68015696","wikidata":"https://www.wikidata.org/wiki/Q5141235","display_name":"Cognitive rehabilitation therapy","level":3,"score":0.4116154611110687},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3877541720867157},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32845306396484375},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.32829952239990234},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2623240649700165},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21322289109230042},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.20814844965934753},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.19612744450569153},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10830843448638916},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.10256460309028625},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44230-023-00051-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44230-023-00051-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44230-023-00051-1.pdf","source":{"id":"https://openalex.org/S4210207486","display_name":"Human-Centric Intelligent Systems","issn_l":"2667-1336","issn":["2667-1336"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human-Centric Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b44737fb55e74a0f956d5cb8b5832f92","is_oa":true,"landing_page_url":"https://doaj.org/article/b44737fb55e74a0f956d5cb8b5832f92","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":"Human-Centric Intelligent Systems, Vol 4, Iss 1, Pp 147-160 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44230-023-00051-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44230-023-00051-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44230-023-00051-1.pdf","source":{"id":"https://openalex.org/S4210207486","display_name":"Human-Centric Intelligent Systems","issn_l":"2667-1336","issn":["2667-1336"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Human-Centric Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.44999998807907104}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389509043.pdf"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1847168837","https://openalex.org/W1975912564","https://openalex.org/W1989966210","https://openalex.org/W1995425807","https://openalex.org/W2015889077","https://openalex.org/W2022805748","https://openalex.org/W2045381526","https://openalex.org/W2055335745","https://openalex.org/W2078284967","https://openalex.org/W2100634972","https://openalex.org/W2110934885","https://openalex.org/W2132981406","https://openalex.org/W2145802608","https://openalex.org/W2161189520","https://openalex.org/W2186638351","https://openalex.org/W2401635061","https://openalex.org/W2533996428","https://openalex.org/W2576404523","https://openalex.org/W2611926472","https://openalex.org/W2744571415","https://openalex.org/W2803437104","https://openalex.org/W2886527610","https://openalex.org/W2889860923","https://openalex.org/W2891378911","https://openalex.org/W2999104021","https://openalex.org/W3011562454","https://openalex.org/W3111173227","https://openalex.org/W3114184012","https://openalex.org/W3117440418","https://openalex.org/W3154375451","https://openalex.org/W3162572179","https://openalex.org/W3166984767","https://openalex.org/W3198324776","https://openalex.org/W3215102745","https://openalex.org/W4210310081","https://openalex.org/W4210590965","https://openalex.org/W4214873044","https://openalex.org/W4253871295","https://openalex.org/W4283011342","https://openalex.org/W4285087877","https://openalex.org/W4294839477","https://openalex.org/W4296829717","https://openalex.org/W4312194472","https://openalex.org/W4362474015","https://openalex.org/W4385551999","https://openalex.org/W6634089209","https://openalex.org/W6724905077"],"related_works":["https://openalex.org/W4389095033","https://openalex.org/W1979192573","https://openalex.org/W2010934263","https://openalex.org/W2010967707","https://openalex.org/W2092876913","https://openalex.org/W2372795522","https://openalex.org/W2152210579","https://openalex.org/W122979221","https://openalex.org/W2023008321","https://openalex.org/W1516829791"],"abstract_inverted_index":{"Abstract":[0],"Stroke":[1],"is":[2],"one":[3],"of":[4,8,21,37,39,57,109,118,124,135,145,165,176],"the":[5,34,55,64,75,94,106,116,119,122,125,133,136,166,169,174,192],"leading":[6],"causes":[7],"long-term":[9],"disabilities":[10],"in":[11,69],"motor":[12],"and":[13,18,59,63,82,132,150,159,173,208,211,222],"cognition":[14,60],"functionality.":[15],"An":[16],"early":[17],"accurate":[19,223],"prediction":[20,56],"rehabilitation":[22,61,141],"outcomes":[23,62,101],"can":[24,31,104,215],"lead":[25],"to":[26,46,66,156,189,200,203],"a":[27,40],"tailor-made":[28],"treatment":[29],"that":[30,49,139,214],"significantly":[32],"improve":[33],"post-stroke":[35,110],"quality":[36],"life":[38],"person.":[41],"This":[42,72],"scoping":[43],"review":[44],"aimed":[45],"summarize":[47],"studies":[48,146,167],"use":[50,67],"Artificial":[51],"Intelligence":[52],"(AI)":[53],"for":[54,78,196],"language":[58],"need":[65],"AI":[68],"this":[70],"domain.":[71],"study":[73],"followed":[74],"PRISMA-ScR":[76],"guidelines":[77],"two":[79],"databases,":[80],"Scopus":[81],"PubMed.":[83],"The":[84,143,162],"results,":[85],"which":[86],"are":[87,121,187],"measured":[88],"with":[89,112,185],"several":[90],"metrics":[91],"depending":[92],"on":[93,148,206],"task,":[95],"regression,":[96],"or":[97],"classification,":[98],"present":[99,151],"encouraging":[100],"as":[102],"they":[103],"predict":[105],"cognitive":[107],"functionality":[108],"patients":[111],"relative":[113],"precision.":[114,161],"Among":[115],"results":[117],"paper":[120],"identification":[123,134],"most":[126,193],"effective":[127,181],"Machine":[128],"Learning":[129],"(ML)":[130],"algorithms,":[131],"key":[137],"factors":[138],"influence":[140],"outcomes.":[142],"majority":[144],"focus":[147],"aphasia":[149],"high":[152],"performance":[153],"achieving":[154],"up":[155],"97%":[157],"recall":[158],"91.4%":[160],"main":[163],"limitations":[164],"were":[168],"small":[170],"subject":[171],"population":[172],"lack":[175],"an":[177],"external":[178],"dataset.":[179],"However,":[180],"ML":[182],"algorithms":[183],"along":[184],"explainability":[186],"expected":[188],"become":[190],"among":[191],"prominent":[194],"solutions":[195],"precision":[197],"medicine":[198],"due":[199],"their":[201],"ability":[202],"overcome":[204],"non-linearities":[205],"data":[207],"provide":[209],"insights":[210],"transparent":[212],"predictions":[213],"help":[216],"healthcare":[217],"professionals":[218],"make":[219],"more":[220],"informed":[221],"decisions.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
