乐胖代购免代理版

{"id":"https://openalex.org/W4294975117","doi":"https://doi.org/10.1109/embc48229.2022.9870893","title":"Cross-Validation of Machine Learning Models for the Functional Outcome Prediction after Post-Stroke Robot-Assisted Rehabilitation","display_name":"Cross-Validation of Machine Learning Models for the Functional Outcome Prediction after Post-Stroke Robot-Assisted Rehabilitation","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4294975117","doi":"https://doi.org/10.1109/embc48229.2022.9870893","pmid":"https://pubmed.ncbi.nlm.nih.gov/36086555"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9870893","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref","pubmed"],"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/A5027192088","display_name":"Silvia Campagnini","orcid":"https://orcid.org/0000-0001-5732-1399"},"institutions":[{"id":"https://openalex.org/I4210116940","display_name":"Don Carlo Gnocchi Foundation","ror":"https://ror.org/02e3ssq97","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210116940"]},{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvia Campagnini","raw_affiliation_strings":["IRCCS Fondazione Don Carlo Gnocchi onlus, Firenze, Italy","The Biorobotics Institute, Scuola Superiore Sant'Anna, Pontedera, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Don Carlo Gnocchi onlus, Firenze, Italy","institution_ids":["https://openalex.org/I4210116940"]},{"raw_affiliation_string":"The Biorobotics Institute, Scuola Superiore Sant'Anna, Pontedera, Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075612913","display_name":"Piergiuseppe Liuzzi","orcid":"https://orcid.org/0000-0002-6067-474X"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]},{"id":"https://openalex.org/I4210116940","display_name":"Don Carlo Gnocchi Foundation","ror":"https://ror.org/02e3ssq97","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210116940"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Piergiuseppe Liuzzi","raw_affiliation_strings":["IRCCS Fondazione Don Carlo Gnocchi onlus, Firenze, Italy","The Biorobotics Institute, Scuola Superiore Sant'Anna, Pontedera, Italy"],"affiliations":[{"raw_affiliation_string":"The Biorobotics Institute, Scuola Superiore Sant'Anna, Pontedera, Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"IRCCS Fondazione Don Carlo Gnocchi onlus, Firenze, Italy","institution_ids":["https://openalex.org/I4210116940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066597841","display_name":"Silvia Galeri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116940","display_name":"Don Carlo Gnocchi Foundation","ror":"https://ror.org/02e3ssq97","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210116940"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvia Galeri","raw_affiliation_strings":["IRCCS Fondazione Don Carlo Gnocchi onlus, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Don Carlo Gnocchi onlus, Milano, Italy","institution_ids":["https://openalex.org/I4210116940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110059217","display_name":"Angelo Montesano","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116940","display_name":"Don Carlo Gnocchi Foundation","ror":"https://ror.org/02e3ssq97","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210116940"]},{"id":"https://openalex.org/I4210148804","display_name":"Ospedale San Giuseppe","ror":"https://ror.org/05m6e7d23","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210094922","https://openalex.org/I4210148804","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angelo Montesano","raw_affiliation_strings":["IRCCS Fondazione Don Carlo Gnocchi onlus, Milano, Italy","Rheumatologic Unit, Scientific Institute Hospital San Giuseppe, Piancavallo, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Don Carlo Gnocchi onlus, Milano, Italy","institution_ids":["https://openalex.org/I4210116940"]},{"raw_affiliation_string":"Rheumatologic Unit, Scientific Institute Hospital San Giuseppe, Piancavallo, Italy","institution_ids":["https://openalex.org/I4210148804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039858030","display_name":"Manuela Diverio","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116940","display_name":"Don Carlo Gnocchi Foundation","ror":"https://ror.org/02e3ssq97","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210116940"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Manuela Diverio","raw_affiliation_strings":["Fondazione Don Carlo Gnocchi onlus, Marina di Massa, Italy"],"affiliations":[{"raw_affiliation_string":"Fondazione Don Carlo Gnocchi onlus, Marina di Massa, Italy","institution_ids":["https://openalex.org/I4210116940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066458551","display_name":"Francesca Cecchi","orcid":"https://orcid.org/0000-0002-7410-0325"},"institutions":[{"id":"https://openalex.org/I4210116940","display_name":"Don Carlo Gnocchi Foundation","ror":"https://ror.org/02e3ssq97","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210116940"]},{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Cecchi","raw_affiliation_strings":["Department of Clinical and Experimental Medicine, University of Florence, Firenze, Italy","IRCCS Fondazione Don Carlo Gnocchi onlus, Firenze, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Don Carlo Gnocchi onlus, Firenze, Italy","institution_ids":["https://openalex.org/I4210116940"]},{"raw_affiliation_string":"Department of Clinical and Experimental Medicine, University of Florence, Firenze, Italy","institution_ids":["https://openalex.org/I45084792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110743677","display_name":"Catuscia Falsini","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116940","display_name":"Don Carlo Gnocchi Foundation","ror":"https://ror.org/02e3ssq97","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210116940"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Catuscia Falsini","raw_affiliation_strings":["IRCCS Fondazione Don Carlo Gnocchi onlus, Firenze, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Don Carlo Gnocchi onlus, Firenze, Italy","institution_ids":["https://openalex.org/I4210116940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026595921","display_name":"Emanuele Langone","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116940","display_name":"Don Carlo Gnocchi Foundation","ror":"https://ror.org/02e3ssq97","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210116940"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emanuele Langone","raw_affiliation_strings":["IRCCS Fondazione Don Carlo Gnocchi onlus, Firenze, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Don Carlo Gnocchi onlus, Firenze, Italy","institution_ids":["https://openalex.org/I4210116940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084150376","display_name":"Rita Mosca","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116940","display_name":"Don Carlo Gnocchi Foundation","ror":"https://ror.org/02e3ssq97","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210116940"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rita Mosca","raw_affiliation_strings":["Fondazione Don Carlo Gnocchi onlus,Sant'Angelo dei Lombardi,Italy"],"affiliations":[{"raw_affiliation_string":"Fondazione Don Carlo Gnocchi onlus,Sant'Angelo dei Lombardi,Italy","institution_ids":["https://openalex.org/I4210116940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031544307","display_name":"Marco Germanotta","orcid":"https://orcid.org/0000-0002-0747-831X"},"institutions":[{"id":"https://openalex.org/I4210116940","display_name":"Don Carlo Gnocchi Foundation","ror":"https://ror.org/02e3ssq97","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210116940"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Germanotta","raw_affiliation_strings":["IRCCS Fondazione Don Carlo Gnocchi onlus, Firenze, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Don Carlo Gnocchi onlus, Firenze, Italy","institution_ids":["https://openalex.org/I4210116940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067356214","display_name":"Maria Chiara Carrozza","orcid":"https://orcid.org/0000-0002-7630-0865"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Chiara Carrozza","raw_affiliation_strings":["The Biorobotics Institute, Scuola Superiore Sant'Anna,Pontedera,Italy"],"affiliations":[{"raw_affiliation_string":"The Biorobotics Institute, Scuola Superiore Sant'Anna,Pontedera,Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032248923","display_name":"Irene Aprile","orcid":"https://orcid.org/0000-0001-8123-9977"},"institutions":[{"id":"https://openalex.org/I4210116940","display_name":"Don Carlo Gnocchi Foundation","ror":"https://ror.org/02e3ssq97","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210116940"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Irene Aprile","raw_affiliation_strings":["IRCCS Fondazione Don Carlo Gnocchi onlus, Firenze, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Don Carlo Gnocchi onlus, Firenze, Italy","institution_ids":["https://openalex.org/I4210116940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015784281","display_name":"Andrea Mannini","orcid":"https://orcid.org/0000-0003-0760-052X"},"institutions":[{"id":"https://openalex.org/I4210116940","display_name":"Don Carlo Gnocchi Foundation","ror":"https://ror.org/02e3ssq97","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210116940"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Mannini","raw_affiliation_strings":["IRCCS Fondazione Don Carlo Gnocchi onlus, Firenze, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione Don Carlo Gnocchi onlus, Firenze, Italy","institution_ids":["https://openalex.org/I4210116940"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.007,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.494949,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":76,"max":80},"biblio":{"volume":null,"issue":null,"first_page":"4950","last_page":"4953"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9993,"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"}},"topics":[{"id":"https://openalex.org/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9993,"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"}},{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9884,"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/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9806,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cross-validation","display_name":"Cross-validation","score":0.5835253},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke","score":0.49019223}],"concepts":[{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.6086145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.58393574},{"id":"https://openalex.org/C27181475","wikidata":"https://www.wikidata.org/wiki/Q541014","display_name":"Cross-validation","level":2,"score":0.5835253},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.57247376},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.55704397},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.49019223},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44849303},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.40230498},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4001053},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.16594866},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15727344},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15625495},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000071939","descriptor_name":"Stroke Rehabilitation","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012371","descriptor_name":"Robotics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D000071939","descriptor_name":"Stroke Rehabilitation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D034941","descriptor_name":"Upper Extremity","qualifier_ui":"","qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9870893","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36086555","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,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320324216","funder_display_name":"Scuola Superiore Sant'Anna","award_id":null}],"datasets":[],"versions":[],"referenced_works_count":19,"referenced_works":["https://openalex.org/W2065566922","https://openalex.org/W2070558888","https://openalex.org/W2073146105","https://openalex.org/W2101234009","https://openalex.org/W2110265580","https://openalex.org/W2115441252","https://openalex.org/W2119961635","https://openalex.org/W2121658418","https://openalex.org/W2141007997","https://openalex.org/W2883352801","https://openalex.org/W2886527610","https://openalex.org/W2940528205","https://openalex.org/W2975944521","https://openalex.org/W2994686963","https://openalex.org/W2999615587","https://openalex.org/W3004612364","https://openalex.org/W3040658517","https://openalex.org/W3186001367","https://openalex.org/W3187234728"],"related_works":["https://openalex.org/W816105089","https://openalex.org/W4367046737","https://openalex.org/W3141031773","https://openalex.org/W2978999882","https://openalex.org/W2181392282","https://openalex.org/W2153369162","https://openalex.org/W2119369480","https://openalex.org/W2104122207","https://openalex.org/W1595686156","https://openalex.org/W148937441"],"abstract_inverted_index":{"The":[0,102,137,161],"state":[1],"of":[2,11,34,51,63,69,78,104,131,148,179,189,209,223,237],"the":[3,32,49,57,61,67,74,108,114,129,132,135,140,155,165,172,177,180,201,218,221,229,233,238],"art":[4],"is":[5],"still":[6],"lacking":[7],"an":[8],"extensive":[9],"analysis":[10],"which":[12],"clinical":[13,207,230],"characteristics":[14],"are":[15],"leading":[16],"to":[17,55,127,134,227],"better":[18],"outcomes":[19],"after":[20,81,192],"robot-assisted":[21,193],"rehabilitation":[22,240],"on":[23,107,139,154],"post-stroke":[24,79],"patients.":[25],"Prognostic":[26],"machine":[27,70],"learning-based":[28],"models":[29,72,144],"could":[30],"promote":[31],"identification":[33],"predictive":[35],"factors":[36],"and":[37,91,119,151,169,204,235],"be":[38,198],"exploited":[39],"as":[40,171],"Clinical":[41,213],"Decision":[42],"Support":[43],"Systems":[44],"(CDSS).":[45],"For":[46],"this":[47,52],"reason,":[48],"aim":[50],"work":[53,183,216],"was":[54],"set":[56,110],"first":[58],"steps":[59],"toward":[60],"development":[62,68,222],"a":[64,94,146],"CDSS,":[65],"by":[66],"learning":[71],"for":[73,176,200,220,232],"functional":[75],"outcome":[76,190],"prediction":[77,178],"patients":[80],"upper-limb":[82],"robotic":[83,239],"rehabilitation.":[84,212],"Four":[85],"different":[86],"regression":[87],"algorithms":[88],"were":[89,111,125],"trained":[90],"cross-validated":[92],"using":[93],"nested":[95],"$5\\times":[98],"10$":[99],"-fold":[100],"cross-validation.":[101],"performances":[103],"each":[105],"model":[106],"test":[109],"provided":[112],"through":[113],"Median":[115],"Average":[116],"Error":[117],"(MAE)":[118],"interquartile":[120],"range.":[121],"Additionally,":[122],"interpretability":[123,162],"analyses":[124,163],"performed,":[126],"evaluate":[128],"contribution":[130],"features":[133,175],"prediction.":[136],"results":[138,186],"two":[141],"best":[142],"performing":[143],"showed":[145,184],"MAE":[147],"13.6":[149],"[13.4]":[150],"13.3":[152],"[14.8]":[153],"Modified":[156],"Barthel":[157],"Index":[158],"score":[159],"(MBI).":[160],"highlighted":[164],"Fugl-Meyer":[166],"Assessment,":[167],"MBI,":[168],"age":[170],"most":[173],"relevant":[174],"outcome.":[181],"This":[182,215],"promising":[185],"in":[187,211],"terms":[188],"prognosis":[191],"treatment.":[194,241],"Further":[195],"research":[196],"should":[197],"planned":[199],"development,":[202],"validation":[203],"translation":[205],"into":[206],"practice":[208],"CDSS":[210],"relevance\u2014":[214],"establishes":[217],"premises":[219],"data-driven":[224],"tools":[225],"able":[226],"support":[228],"decision":[231],"selection":[234],"optimisation":[236]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4294975117","counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2024-12-13T17:45:08.866784","created_date":"2022-09-08"}