{"id":"https://openalex.org/W4413472940","doi":"https://doi.org/10.1038/s41746-025-01953-z","title":"Prediction of functional outcomes in aneurysmal subarachnoid hemorrhage using pre-/postoperative noncontrast CT within 3 days of admission","display_name":"Prediction of functional outcomes in aneurysmal subarachnoid hemorrhage using pre-/postoperative noncontrast CT within 3 days of admission","publication_year":2025,"publication_date":"2025-08-24","ids":{"openalex":"https://openalex.org/W4413472940","doi":"https://doi.org/10.1038/s41746-025-01953-z","pmid":"https://pubmed.ncbi.nlm.nih.gov/40849351"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-025-01953-z","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01953-z","pdf_url":"https://www.nature.com/articles/s41746-025-01953-z.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-025-01953-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064298216","display_name":"Pengzhan Yin","orcid":"https://orcid.org/0000-0002-8440-148X"},"institutions":[{"id":"https://openalex.org/I4210127729","display_name":"Anhui Provincial Center for Disease Control and Prevention","ror":"https://ror.org/03ddz1316","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127729"]},{"id":"https://openalex.org/I4210136596","display_name":"First Affiliated Hospital of Anhui Medical University","ror":"https://ror.org/03t1yn780","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210136596"]},{"id":"https://openalex.org/I197869895","display_name":"Anhui Medical University","ror":"https://ror.org/03xb04968","country_code":"CN","type":"education","lineage":["https://openalex.org/I197869895"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pengzhan Yin","raw_affiliation_strings":["Department of Radiology, the First Affiliated Hospital of Anhui Medical University; Research Center of Clinical Medical Imaging; Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","Department of Radiology, the First Affiliated Hospital of Anhui Medical University","Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","Research Center of Clinical Medical Imaging"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, the First Affiliated Hospital of Anhui Medical University; Research Center of Clinical Medical Imaging; Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","institution_ids":["https://openalex.org/I4210136596","https://openalex.org/I197869895"]},{"raw_affiliation_string":"Department of Radiology, the First Affiliated Hospital of Anhui Medical University","institution_ids":["https://openalex.org/I4210136596","https://openalex.org/I197869895"]},{"raw_affiliation_string":"Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","institution_ids":["https://openalex.org/I4210127729"]},{"raw_affiliation_string":"Research Center of Clinical Medical Imaging","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365374","display_name":"Jiaqi Wang","orcid":"https://orcid.org/0000-0002-9848-5661"},"institutions":[{"id":"https://openalex.org/I100357981","display_name":"Wannan Medical College","ror":"https://ror.org/037ejjy86","country_code":"CN","type":"education","lineage":["https://openalex.org/I100357981"]},{"id":"https://openalex.org/I197869895","display_name":"Anhui Medical University","ror":"https://ror.org/03xb04968","country_code":"CN","type":"education","lineage":["https://openalex.org/I197869895"]},{"id":"https://openalex.org/I4210136596","display_name":"First Affiliated Hospital of Anhui Medical University","ror":"https://ror.org/03t1yn780","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210136596"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Wang","raw_affiliation_strings":["Department of Radiology, the First Affiliated Hospital of Anhui Medical University; Research Center of Clinical Medical Imaging; Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","School of Information, Wannan Medical College, Wuhu, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, the First Affiliated Hospital of Anhui Medical University; Research Center of Clinical Medical Imaging; Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","institution_ids":["https://openalex.org/I4210136596","https://openalex.org/I197869895"]},{"raw_affiliation_string":"School of Information, Wannan Medical College, Wuhu, Anhui, China","institution_ids":["https://openalex.org/I100357981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024344776","display_name":"Chao Zhang","orcid":"https://orcid.org/0000-0003-1100-2899"},"institutions":[{"id":"https://openalex.org/I4210167381","display_name":"First Affiliated Hospital of Wannan Medical College","ror":"https://ror.org/05wbpaf14","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210167381"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Zhang","raw_affiliation_strings":["Department of Radiology, First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China","institution_ids":["https://openalex.org/I4210167381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038907190","display_name":"Yongxiang Tang","orcid":"https://orcid.org/0000-0003-3987-8702"},"institutions":[{"id":"https://openalex.org/I4210111682","display_name":"The People's Hospital Tongling","ror":"https://ror.org/01pbexw16","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210111682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongxiang Tang","raw_affiliation_strings":["Department of Radiology, Tongling People's Hospital, Tongling, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Tongling People's Hospital, Tongling, Anhui, China","institution_ids":["https://openalex.org/I4210111682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069998643","display_name":"Xiankuo Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123932","display_name":"Fuyang Maternity and Child Health Care Hospital","ror":"https://ror.org/02x760e19","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210123932"]},{"id":"https://openalex.org/I4210165691","display_name":"Fuyang Second People's Hospital","ror":"https://ror.org/00e52k684","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210165691"]},{"id":"https://openalex.org/I4210095059","display_name":"Fuyang City People's Hospital","ror":"https://ror.org/00p1jee13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210095059"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiankuo Hu","raw_affiliation_strings":["Department of Radiology, Fuyang People's Hospital, Fuyang, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Fuyang People's Hospital, Fuyang, Anhui, China","institution_ids":["https://openalex.org/I4210165691","https://openalex.org/I4210123932","https://openalex.org/I4210095059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108856648","display_name":"Hongmin Shu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136596","display_name":"First Affiliated Hospital of Anhui Medical University","ror":"https://ror.org/03t1yn780","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210136596"]},{"id":"https://openalex.org/I197869895","display_name":"Anhui Medical University","ror":"https://ror.org/03xb04968","country_code":"CN","type":"education","lineage":["https://openalex.org/I197869895"]},{"id":"https://openalex.org/I4210127729","display_name":"Anhui Provincial Center for Disease Control and Prevention","ror":"https://ror.org/03ddz1316","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127729"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongmin Shu","raw_affiliation_strings":["Department of Radiology, the First Affiliated Hospital of Anhui Medical University; Research Center of Clinical Medical Imaging; Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","Department of Radiology, the First Affiliated Hospital of Anhui Medical University","Research Center of Clinical Medical Imaging"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, the First Affiliated Hospital of Anhui Medical University; Research Center of Clinical Medical Imaging; Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","institution_ids":["https://openalex.org/I4210136596","https://openalex.org/I197869895"]},{"raw_affiliation_string":"Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","institution_ids":["https://openalex.org/I4210127729"]},{"raw_affiliation_string":"Department of Radiology, the First Affiliated Hospital of Anhui Medical University","institution_ids":["https://openalex.org/I4210136596","https://openalex.org/I197869895"]},{"raw_affiliation_string":"Research Center of Clinical Medical Imaging","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100384686","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0002-1305-5735"},"institutions":[{"id":"https://openalex.org/I4210136596","display_name":"First Affiliated Hospital of Anhui Medical University","ror":"https://ror.org/03t1yn780","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210136596"]},{"id":"https://openalex.org/I100357981","display_name":"Wannan Medical College","ror":"https://ror.org/037ejjy86","country_code":"CN","type":"education","lineage":["https://openalex.org/I100357981"]},{"id":"https://openalex.org/I197869895","display_name":"Anhui Medical University","ror":"https://ror.org/03xb04968","country_code":"CN","type":"education","lineage":["https://openalex.org/I197869895"]},{"id":"https://openalex.org/I4210127729","display_name":"Anhui Provincial Center for Disease Control and Prevention","ror":"https://ror.org/03ddz1316","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127729"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["Department of Radiology, the First Affiliated Hospital of Anhui Medical University; Research Center of Clinical Medical Imaging; Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","School of Information, Wannan Medical College, Wuhu, Anhui, China","Department of Radiology, the First Affiliated Hospital of Anhui Medical University","Research Center of Clinical Medical Imaging","Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, the First Affiliated Hospital of Anhui Medical University; Research Center of Clinical Medical Imaging; Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","institution_ids":["https://openalex.org/I4210136596","https://openalex.org/I197869895"]},{"raw_affiliation_string":"School of Information, Wannan Medical College, Wuhu, Anhui, China","institution_ids":["https://openalex.org/I100357981"]},{"raw_affiliation_string":"Department of Radiology, the First Affiliated Hospital of Anhui Medical University","institution_ids":["https://openalex.org/I4210136596","https://openalex.org/I197869895"]},{"raw_affiliation_string":"Research Center of Clinical Medical Imaging","institution_ids":[]},{"raw_affiliation_string":"Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","institution_ids":["https://openalex.org/I4210127729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100395534","display_name":"Bin Liu","orcid":"https://orcid.org/0000-0002-8588-8744"},"institutions":[{"id":"https://openalex.org/I197869895","display_name":"Anhui Medical University","ror":"https://ror.org/03xb04968","country_code":"CN","type":"education","lineage":["https://openalex.org/I197869895"]},{"id":"https://openalex.org/I4210127729","display_name":"Anhui Provincial Center for Disease Control and Prevention","ror":"https://ror.org/03ddz1316","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127729"]},{"id":"https://openalex.org/I4210136596","display_name":"First Affiliated Hospital of Anhui Medical University","ror":"https://ror.org/03t1yn780","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210136596"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Liu","raw_affiliation_strings":["Department of Radiology, the First Affiliated Hospital of Anhui Medical University; Research Center of Clinical Medical Imaging; Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","Research Center of Clinical Medical Imaging","Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","Department of Radiology, the First Affiliated Hospital of Anhui Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, the First Affiliated Hospital of Anhui Medical University; Research Center of Clinical Medical Imaging; Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","institution_ids":["https://openalex.org/I4210136596","https://openalex.org/I197869895"]},{"raw_affiliation_string":"Research Center of Clinical Medical Imaging","institution_ids":[]},{"raw_affiliation_string":"Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","institution_ids":["https://openalex.org/I4210127729"]},{"raw_affiliation_string":"Department of Radiology, the First Affiliated Hospital of Anhui Medical University","institution_ids":["https://openalex.org/I4210136596","https://openalex.org/I197869895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032918506","display_name":"Yongqiang Yu","orcid":"https://orcid.org/0000-0001-8977-2215"},"institutions":[{"id":"https://openalex.org/I197869895","display_name":"Anhui Medical University","ror":"https://ror.org/03xb04968","country_code":"CN","type":"education","lineage":["https://openalex.org/I197869895"]},{"id":"https://openalex.org/I4210136596","display_name":"First Affiliated Hospital of Anhui Medical University","ror":"https://ror.org/03t1yn780","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210136596"]},{"id":"https://openalex.org/I4210127729","display_name":"Anhui Provincial Center for Disease Control and Prevention","ror":"https://ror.org/03ddz1316","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127729"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongqiang Yu","raw_affiliation_strings":["Department of Radiology, the First Affiliated Hospital of Anhui Medical University; Research Center of Clinical Medical Imaging; Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","Research Center of Clinical Medical Imaging","Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","Department of Radiology, the First Affiliated Hospital of Anhui Medical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, the First Affiliated Hospital of Anhui Medical University; Research Center of Clinical Medical Imaging; Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","institution_ids":["https://openalex.org/I4210136596","https://openalex.org/I197869895"]},{"raw_affiliation_string":"Research Center of Clinical Medical Imaging","institution_ids":[]},{"raw_affiliation_string":"Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","institution_ids":["https://openalex.org/I4210127729"]},{"raw_affiliation_string":"Department of Radiology, the First Affiliated Hospital of Anhui Medical University","institution_ids":["https://openalex.org/I4210136596","https://openalex.org/I197869895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101858640","display_name":"Yunfeng Zhou","orcid":"https://orcid.org/0000-0001-5260-3071"},"institutions":[{"id":"https://openalex.org/I4210167381","display_name":"First Affiliated Hospital of Wannan Medical College","ror":"https://ror.org/05wbpaf14","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210167381"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfeng Zhou","raw_affiliation_strings":["Department of Radiology, First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China. zhouyunfeng808@163.com","Department of Radiology, First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China. zhouyunfeng808@163.com","institution_ids":[]},{"raw_affiliation_string":"Department of Radiology, First Affiliated Hospital of Wannan Medical College, Wuhu, Anhui, China","institution_ids":["https://openalex.org/I4210167381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100631867","display_name":"Xiaohu Li","orcid":"https://orcid.org/0000-0001-9448-631X"},"institutions":[{"id":"https://openalex.org/I197869895","display_name":"Anhui Medical University","ror":"https://ror.org/03xb04968","country_code":"CN","type":"education","lineage":["https://openalex.org/I197869895"]},{"id":"https://openalex.org/I4210127729","display_name":"Anhui Provincial Center for Disease Control and Prevention","ror":"https://ror.org/03ddz1316","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127729"]},{"id":"https://openalex.org/I4210136596","display_name":"First Affiliated Hospital of Anhui Medical University","ror":"https://ror.org/03t1yn780","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210136596"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohu Li","raw_affiliation_strings":["Department of Radiology, the First Affiliated Hospital of Anhui Medical University; Research Center of Clinical Medical Imaging; Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China. lixiaohu@ahmu.edu.cn","Research Center of Clinical Medical Imaging","Department of Radiology, the First Affiliated Hospital of Anhui Medical University","Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, the First Affiliated Hospital of Anhui Medical University; Research Center of Clinical Medical Imaging; Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China. lixiaohu@ahmu.edu.cn","institution_ids":[]},{"raw_affiliation_string":"Research Center of Clinical Medical Imaging","institution_ids":[]},{"raw_affiliation_string":"Department of Radiology, the First Affiliated Hospital of Anhui Medical University","institution_ids":["https://openalex.org/I4210136596","https://openalex.org/I197869895"]},{"raw_affiliation_string":"Anhui Province Clinical Image Quality Control Center, Hefei, Anhui, China","institution_ids":["https://openalex.org/I4210127729"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5064298216"],"corresponding_institution_ids":["https://openalex.org/I197869895","https://openalex.org/I4210127729","https://openalex.org/I4210136596"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":2.3402,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89304459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"8","issue":"1","first_page":"542","last_page":"542"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10420","display_name":"Intracranial Aneurysms: Treatment and Complications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10420","display_name":"Intracranial Aneurysms: Treatment and Complications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T12622","display_name":"Neurosurgical Procedures and Complications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/subarachnoid-hemorrhage","display_name":"Subarachnoid hemorrhage","score":0.8298883438110352},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7316412925720215},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.437782883644104},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.2742522954940796}],"concepts":[{"id":"https://openalex.org/C2777736543","wikidata":"https://www.wikidata.org/wiki/Q693442","display_name":"Subarachnoid hemorrhage","level":2,"score":0.8298883438110352},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7316412925720215},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.437782883644104},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.2742522954940796}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1038/s41746-025-01953-z","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01953-z","pdf_url":"https://www.nature.com/articles/s41746-025-01953-z.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:40849351","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40849351","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":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:doaj.org/article:b000dde2b41d4e6485a10c6c5759be09","is_oa":true,"landing_page_url":"https://doaj.org/article/b000dde2b41d4e6485a10c6c5759be09","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":"npj Digital Medicine, Vol 8, Iss 1, Pp 1-11 (2025)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:11185756","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12375127","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,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-025-01953-z","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01953-z","pdf_url":"https://www.nature.com/articles/s41746-025-01953-z.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2993869215","display_name":null,"funder_award_id":"2022AH020071","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320336125","display_name":"National Science Fund for Distinguished Young Scholars","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413472940.pdf","grobid_xml":"https://content.openalex.org/works/W4413472940.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W2080730978","https://openalex.org/W2111062482","https://openalex.org/W2127391567","https://openalex.org/W2135046866","https://openalex.org/W2137299577","https://openalex.org/W2157006832","https://openalex.org/W2157724112","https://openalex.org/W2465540875","https://openalex.org/W2519938029","https://openalex.org/W2571918371","https://openalex.org/W2786238001","https://openalex.org/W2795650841","https://openalex.org/W2808077388","https://openalex.org/W2900380128","https://openalex.org/W2919115771","https://openalex.org/W2921514027","https://openalex.org/W3091607483","https://openalex.org/W3093216846","https://openalex.org/W3139236016","https://openalex.org/W3163202442","https://openalex.org/W3182576621","https://openalex.org/W3183660339","https://openalex.org/W4210468761","https://openalex.org/W4210623616","https://openalex.org/W4224289711","https://openalex.org/W4224434024","https://openalex.org/W4384663996","https://openalex.org/W4385186010","https://openalex.org/W4385737360","https://openalex.org/W4385878161","https://openalex.org/W4387564501","https://openalex.org/W4390103857","https://openalex.org/W4390744012","https://openalex.org/W4390863621","https://openalex.org/W4392284497","https://openalex.org/W4393241094","https://openalex.org/W4394684447","https://openalex.org/W4400182972","https://openalex.org/W4401103290","https://openalex.org/W4402499135","https://openalex.org/W4402922003","https://openalex.org/W4403429673","https://openalex.org/W4403616289","https://openalex.org/W4406613206"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725"],"abstract_inverted_index":{"Aneurysmal":[0],"subarachnoid":[1],"hemorrhage":[2],"(aSAH)":[3],"is":[4,14],"a":[5,46,104,141],"life-threatening":[6],"condition,":[7],"and":[8,32,52,82,91,110,137],"accurate":[9,132],"prediction":[10,133],"of":[11,25,108,116,134],"functional":[12],"outcomes":[13,136],"critical":[15],"for":[16],"optimizing":[17],"patient":[18],"management":[19],"within":[20],"the":[21,99,114,119],"initial":[22],"3":[23],"days":[24],"presentation.":[26],"However,":[27],"existing":[28],"clinical":[29,39,59],"scoring":[30],"systems":[31],"imaging":[33,57],"assessments":[34],"do":[35],"not":[36],"fully":[37],"capture":[38],"variability":[40],"in":[41,69,118,146],"predicting":[42],"outcomes.":[43],"We":[44],"developed":[45],"deep":[47,128],"learning":[48,129],"model":[49,96,130],"integrating":[50],"pre-":[51],"postoperative":[53],"noncontrast":[54],"CT":[55],"(NCCT)":[56],"with":[58],"data":[60,73],"to":[61],"predict":[62],"3-month":[63,135],"modified":[64],"Rankin":[65],"Scale":[66],"(mRS)":[67],"scores":[68],"aSAH":[70,147],"patients.":[71],"Using":[72],"from":[74],"1850":[75],"patients":[76],"across":[77],"four":[78],"hospitals,":[79],"we":[80],"constructed":[81],"validated":[83],"five":[84],"models:":[85],"preoperative,":[86],"postoperative,":[87],"stacking":[88],"imaging,":[89],"clinical,":[90],"fusion":[92,95],"models.":[93],"The":[94],"significantly":[97],"outperformed":[98],"others":[100],"(all":[101],"p<0.001),":[102],"achieving":[103],"mean":[105],"absolute":[106],"error":[107],"0.79":[109],"an":[111],"area":[112],"under":[113],"curve":[115],"0.92":[117],"external":[120],"test.":[121],"These":[122],"findings":[123],"demonstrate":[124],"that":[125],"this":[126],"integrated":[127],"enables":[131],"may":[138],"serve":[139],"as":[140],"prognostic":[142],"support":[143],"tool":[144],"early":[145],"care.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
