{"id":"https://openalex.org/W4387605094","doi":"https://doi.org/10.3389/fninf.2023.1273827","title":"Prognostic estimation for acute ischemic stroke patients undergoing mechanical thrombectomy within an extended therapeutic window using an interpretable machine learning model","display_name":"Prognostic estimation for acute ischemic stroke patients undergoing mechanical thrombectomy within an extended therapeutic window using an interpretable machine learning model","publication_year":2023,"publication_date":"2023-10-13","ids":{"openalex":"https://openalex.org/W4387605094","doi":"https://doi.org/10.3389/fninf.2023.1273827","pmid":"https://pubmed.ncbi.nlm.nih.gov/37901289"},"language":"en","primary_location":{"id":"doi:10.3389/fninf.2023.1273827","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3389/fninf.2023.1273827","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2023.1273827/pdf","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Neuroinformatics","raw_type":"journal-article"},"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/neuroinformatics/articles/10.3389/fninf.2023.1273827/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002355669","display_name":"Lin Tong","orcid":"https://orcid.org/0000-0002-1102-7327"},"institutions":[{"id":"https://openalex.org/I4210141816","display_name":"Central Hospital of Putuo District","ror":"https://ror.org/04nwd2p56","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Tong","raw_affiliation_strings":["Department of Radiology Intervention, Shanghai Putuo District Liqun Hospital, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology Intervention, Shanghai Putuo District Liqun Hospital, Shanghai, China","institution_ids":["https://openalex.org/I4210141816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102220913","display_name":"Sun Yun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141816","display_name":"Central Hospital of Putuo District","ror":"https://ror.org/04nwd2p56","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Sun","raw_affiliation_strings":["Department of Emergency, Shanghai Putuo District Liqun Hospital, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Emergency, Shanghai Putuo District Liqun Hospital, Shanghai, China","institution_ids":["https://openalex.org/I4210141816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100344035","display_name":"Yueqi Zhu","orcid":"https://orcid.org/0000-0001-5476-9075"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210144482","display_name":"Shanghai Sixth People's Hospital","ror":"https://ror.org/049zrh188","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210144482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yueqi Zhu","raw_affiliation_strings":["Institute of Diagnostic and Interventional Radiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China","Institute of Diagnostic and Interventional Radiology, Shanghai Jiao Tong University Affiliated Sixth People\u2019s Hospital, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Diagnostic and Interventional Radiology, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, Shanghai, China","institution_ids":["https://openalex.org/I4210144482","https://openalex.org/I183067930"]},{"raw_affiliation_string":"Institute of Diagnostic and Interventional Radiology, Shanghai Jiao Tong University Affiliated Sixth People\u2019s Hospital, Shanghai, China","institution_ids":["https://openalex.org/I4210144482","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100557013","display_name":"Hui Luo","orcid":"https://orcid.org/0009-0004-3512-2777"},"institutions":[{"id":"https://openalex.org/I4210141816","display_name":"Central Hospital of Putuo District","ror":"https://ror.org/04nwd2p56","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Luo","raw_affiliation_strings":["Department of Emergency, Shanghai Putuo District Liqun Hospital, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Emergency, Shanghai Putuo District Liqun Hospital, Shanghai, China","institution_ids":["https://openalex.org/I4210141816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059513539","display_name":"Wan Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141816","display_name":"Central Hospital of Putuo District","ror":"https://ror.org/04nwd2p56","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wan Wan","raw_affiliation_strings":["Department of Radiology Intervention, Shanghai Putuo District Liqun Hospital, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology Intervention, Shanghai Putuo District Liqun Hospital, Shanghai, China","institution_ids":["https://openalex.org/I4210141816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101499657","display_name":"Ying Wu","orcid":"https://orcid.org/0000-0002-0031-6561"},"institutions":[{"id":"https://openalex.org/I4210141816","display_name":"Central Hospital of Putuo District","ror":"https://ror.org/04nwd2p56","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141816"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ying Wu","raw_affiliation_strings":["Department of Emergency, Shanghai Putuo District Liqun Hospital, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Emergency, Shanghai Putuo District Liqun Hospital, Shanghai, China","institution_ids":["https://openalex.org/I4210141816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101499657"],"corresponding_institution_ids":["https://openalex.org/I4210141816"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":{"value":2950,"currency":"USD","value_usd":2950},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26255573,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":null,"first_page":"1273827","last_page":"1273827"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":1.0,"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":1.0,"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/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.9854999780654907,"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/interpretability","display_name":"Interpretability","score":0.8165801763534546},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.6806881427764893},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.594641387462616},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.5905020236968994},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49181535840034485},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.46181002259254456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44511494040489197},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.4176933467388153},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3519233465194702},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2991994023323059}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8165801763534546},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6806881427764893},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.594641387462616},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.5905020236968994},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49181535840034485},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.46181002259254456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44511494040489197},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.4176933467388153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3519233465194702},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2991994023323059},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fninf.2023.1273827","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3389/fninf.2023.1273827","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2023.1273827/pdf","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Neuroinformatics","raw_type":"journal-article"},{"id":"pmid:37901289","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37901289","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":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in neuroinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10603294","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10603294","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10603294/pdf/fninf-17-1273827.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":[],"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 Neuroinform","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:be6b5c9f23a84432be3fc04f8759e5f3","is_oa":true,"landing_page_url":"https://doaj.org/article/be6b5c9f23a84432be3fc04f8759e5f3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Neuroinformatics, Vol 17 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fninf.2023.1273827","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3389/fninf.2023.1273827","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2023.1273827/pdf","source":{"id":"https://openalex.org/S179816892","display_name":"Frontiers in Neuroinformatics","issn_l":"1662-5196","issn":["1662-5196"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Neuroinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387605094.pdf","grobid_xml":"https://content.openalex.org/works/W4387605094.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1932494896","https://openalex.org/W2058111864","https://openalex.org/W2080190646","https://openalex.org/W2324546810","https://openalex.org/W2525984666","https://openalex.org/W2526978419","https://openalex.org/W2556851635","https://openalex.org/W2606665849","https://openalex.org/W2767776410","https://openalex.org/W2787867590","https://openalex.org/W2789823717","https://openalex.org/W2891503716","https://openalex.org/W2898554342","https://openalex.org/W2923418412","https://openalex.org/W2924258147","https://openalex.org/W2958089299","https://openalex.org/W2967587752","https://openalex.org/W2989967415","https://openalex.org/W2995098893","https://openalex.org/W3008728477","https://openalex.org/W3086666062","https://openalex.org/W3092458565","https://openalex.org/W3098996042","https://openalex.org/W3109941774","https://openalex.org/W3115045372","https://openalex.org/W3118792133","https://openalex.org/W3121085694","https://openalex.org/W3139236016","https://openalex.org/W3164103882","https://openalex.org/W4213276602","https://openalex.org/W4280545699","https://openalex.org/W4281664068","https://openalex.org/W4283320106","https://openalex.org/W4289515996","https://openalex.org/W4292833494","https://openalex.org/W4305082145","https://openalex.org/W4311583829","https://openalex.org/W4321350922","https://openalex.org/W4385984834"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W2806259446","https://openalex.org/W2963326959","https://openalex.org/W4247136043","https://openalex.org/W2400674531"],"abstract_inverted_index":{"XGBoost":[0],"emerged":[1],"as":[2],"the":[3,8,16,27],"most":[4],"effective":[5],"for":[6,29],"predicting":[7],"prognosis":[9],"of":[10],"AIS-LVO":[11],"patients":[12],"undergoing":[13],"MT":[14],"within":[15],"extended":[17],"therapeutic":[18],"window.":[19],"SHAP":[20],"interpretation":[21],"improved":[22],"its":[23],"clinical":[24,32],"confidence,":[25],"paving":[26],"way":[28],"ML":[30],"in":[31],"decision-making.":[33]},"counts_by_year":[],"updated_date":"2026-03-12T06:13:28.667946","created_date":"2025-10-10T00:00:00"}
