{"id":"https://openalex.org/W4396973670","doi":"https://doi.org/10.7554/elife.105782.3","title":"Predictive modeling of hematoma expansion from non-contrast computed tomography in spontaneous intracerebral hemorrhage patients","display_name":"Predictive modeling of hematoma expansion from non-contrast computed tomography in spontaneous intracerebral hemorrhage patients","publication_year":2025,"publication_date":"2025-12-23","ids":{"openalex":"https://openalex.org/W4396973670","doi":"https://doi.org/10.7554/elife.105782.3","pmid":"https://pubmed.ncbi.nlm.nih.gov/40950428","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/12424899"},"language":"en","primary_location":{"id":"doi:10.7554/elife.105782.3","doi":"https://doi.org/10.7554/elife.105782.3","is_oa":true,"landing_page_url":"https://doi.org/10.7554/elife.105782.3","pdf_url":null,"source":{"id":"https://openalex.org/S1336409049","display_name":"eLife","issn_l":"2050-084X","issn":["2050-084X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","jufo-2","ki-jl-2","medline","norway-2","oarl","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311710","host_organization_name":"eLife Sciences Publications Ltd","host_organization_lineage":["https://openalex.org/P4310311710"],"host_organization_lineage_names":["eLife Sciences Publications Ltd"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"eLife","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.7554/elife.105782.3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031553336","display_name":"Natasha T. Ironside","orcid":"https://orcid.org/0000-0002-9390-1574","observed_orcids":["https://orcid.org/0000-0002-9390-1574","https://orcid.org/0009-0006-3130-5829"]},"institutions":[{"id":"https://openalex.org/I2799765794","display_name":"University of Virginia Health System","ror":"https://ror.org/00wn7d965","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799765794"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Natasha Ironside","raw_affiliation_strings":["Department of Neurological Surgery, University of Virginia Health System","University of Virginia Health System, UNITED STATES"],"raw_orcid":"https://orcid.org/0009-0006-3130-5829","affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of Virginia Health System","institution_ids":["https://openalex.org/I2799765794"]},{"raw_affiliation_string":"University of Virginia Health System, UNITED STATES","institution_ids":["https://openalex.org/I2799765794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033476635","display_name":"Kareem El Naamani","orcid":"https://orcid.org/0000-0001-5294-1003","observed_orcids":["https://orcid.org/0000-0001-5294-1003"]},"institutions":[{"id":"https://openalex.org/I149251103","display_name":"Thomas Jefferson University","ror":"https://ror.org/00ysqcn41","country_code":"US","type":"education","lineage":["https://openalex.org/I149251103"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kareem El Naamani","raw_affiliation_strings":["Department of Neurological Surgery, Thomas Jefferson University","Thomas Jefferson University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, Thomas Jefferson University","institution_ids":["https://openalex.org/I149251103"]},{"raw_affiliation_string":"Thomas Jefferson University","institution_ids":["https://openalex.org/I149251103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000496319","display_name":"Tanvir Rizvi","orcid":"https://orcid.org/0000-0002-0335-8310","observed_orcids":["https://orcid.org/0000-0002-0335-8310"]},"institutions":[{"id":"https://openalex.org/I2799765794","display_name":"University of Virginia Health System","ror":"https://ror.org/00wn7d965","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799765794"]},{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tanvir Rizvi","raw_affiliation_strings":["Department of Radiology, University of Virginia Health System","University of Virginia, UNITED STATES"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of Virginia Health System","institution_ids":["https://openalex.org/I2799765794"]},{"raw_affiliation_string":"University of Virginia, UNITED STATES","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121077877","display_name":"Mohammed Shifat El-Rabbi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]},{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["BD","US"],"is_corresponding":false,"raw_author_name":"Mohammed Shifat El-Rabbi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, North South University","University of Virginia, UNITED STATES"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, North South University","institution_ids":["https://openalex.org/I157386601"]},{"raw_affiliation_string":"University of Virginia, UNITED STATES","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073839820","display_name":"Shinjini Kundu","orcid":"https://orcid.org/0000-0003-4930-1851","observed_orcids":["https://orcid.org/0000-0003-4930-1851"]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shinjini Kundu","raw_affiliation_strings":["Department of Radiology, Washington University in St. Louis","Johns Hopkins University, UNITED STATES"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Washington University in St. Louis","institution_ids":["https://openalex.org/I204465549"]},{"raw_affiliation_string":"Johns Hopkins University, UNITED STATES","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098666815","display_name":"Andrea Becceril-Gaitan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrea Becceril-Gaitan","raw_affiliation_strings":["Department of Neurological Surgery, University of Louisville","The University of Texas Health Science Center, UNITED STATES"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, University of Louisville","institution_ids":["https://openalex.org/I142740786"]},{"raw_affiliation_string":"The University of Texas Health Science Center, UNITED STATES","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048577569","display_name":"Kristofor E. Pas","orcid":"https://orcid.org/0000-0003-3751-0867","observed_orcids":["https://orcid.org/0000-0003-3751-0867"]},"institutions":[{"id":"https://openalex.org/I2799765794","display_name":"University of Virginia Health System","ror":"https://ror.org/00wn7d965","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799765794"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristofor Pas","raw_affiliation_strings":["Department of Biomedical Engineering, University of Virginia Health System"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Virginia Health System","institution_ids":["https://openalex.org/I2799765794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022962824","display_name":"M. Harrison Snyder","orcid":"https://orcid.org/0000-0001-5740-2615","observed_orcids":["https://orcid.org/0000-0001-5740-2615"]},"institutions":[{"id":"https://openalex.org/I121934306","display_name":"Tufts University","ror":"https://ror.org/05wvpxv85","country_code":"US","type":"education","lineage":["https://openalex.org/I121934306"]},{"id":"https://openalex.org/I1290900354","display_name":"Tufts Medical Center","ror":"https://ror.org/002hsbm82","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1290900354"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M Harrison Snyder","raw_affiliation_strings":["Department of Neurological Surgery, Tufts University Medical Center"],"raw_orcid":"https://orcid.org/0000-0001-5740-2615","affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, Tufts University Medical Center","institution_ids":["https://openalex.org/I121934306","https://openalex.org/I1290900354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059303705","display_name":"Ching\u2010Jen Chen","orcid":"https://orcid.org/0000-0002-7830-9273","observed_orcids":["https://orcid.org/0000-0002-7830-9273"]},"institutions":[{"id":"https://openalex.org/I2802797007","display_name":"Catholic Health Initiatives","ror":"https://ror.org/011kd6273","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2802797007"]},{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ching-Jen Chen","raw_affiliation_strings":["Department of Neurosurgery, Catholic Health Initiative","The University of Texas Houston Health Science Center, UNITED STATES"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, Catholic Health Initiative","institution_ids":["https://openalex.org/I2802797007"]},{"raw_affiliation_string":"The University of Texas Houston Health Science Center, UNITED STATES","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030650722","display_name":"Carl D. Langefeld","orcid":"https://orcid.org/0000-0002-4266-6949","observed_orcids":["https://orcid.org/0000-0002-4266-6949"]},"institutions":[{"id":"https://openalex.org/I4405269449","display_name":"Wake Forest University Health Sciences","ror":"https://ror.org/046r1r105","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4405269449","https://openalex.org/I47251452"]},{"id":"https://openalex.org/I47251452","display_name":"Wake Forest University","ror":"https://ror.org/0207ad724","country_code":"US","type":"education","lineage":["https://openalex.org/I47251452"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carl Langefeld","raw_affiliation_strings":["Department of Biostatistics and Data Science, Wake Forest University School of Medicine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Data Science, Wake Forest University School of Medicine","institution_ids":["https://openalex.org/I4405269449","https://openalex.org/I47251452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010722813","display_name":"Daniel Woo","orcid":"https://orcid.org/0000-0002-2466-7155","observed_orcids":["https://orcid.org/0000-0002-2466-7155"]},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Woo","raw_affiliation_strings":["Department of Neurology, University of Buffalo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, University of Buffalo","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001908694","display_name":"Stephan A. Mayer","orcid":"https://orcid.org/0000-0002-1272-6277","observed_orcids":["https://orcid.org/0000-0002-1272-6277"]},"institutions":[{"id":"https://openalex.org/I1321686444","display_name":"Westchester Medical Center","ror":"https://ror.org/03fcgva33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1321686444"]},{"id":"https://openalex.org/I181190671","display_name":"New York Medical College","ror":"https://ror.org/03dkvy735","country_code":"US","type":"education","lineage":["https://openalex.org/I181190671"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephan A Mayer","raw_affiliation_strings":["Department of Neurology, Westchester Medical Center","New York Medical College, UNITED STATES"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Westchester Medical Center","institution_ids":["https://openalex.org/I1321686444"]},{"raw_affiliation_string":"New York Medical College, UNITED STATES","institution_ids":["https://openalex.org/I181190671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033495424","display_name":"Edward Sander Connolly","orcid":"https://orcid.org/0000-0002-6877-3371","observed_orcids":["https://orcid.org/0000-0002-6877-3371"]},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E Sander Connolly","raw_affiliation_strings":["Department of Neurological Surgery, Vagelos College of Physicians and Surgeons, Columbia University","Columbia University, UNITED STATES"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurological Surgery, Vagelos College of Physicians and Surgeons, Columbia University","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Columbia University, UNITED STATES","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041274548","display_name":"Gustavo Kunde Rohde","orcid":"https://orcid.org/0000-0003-1703-9035","observed_orcids":["https://orcid.org/0000-0003-1703-9035"]},"institutions":[{"id":"https://openalex.org/I2799765794","display_name":"University of Virginia Health System","ror":"https://ror.org/00wn7d965","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799765794"]},{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gustavo Kunde Rohde","raw_affiliation_strings":["Department of Biomedical Engineering, University of Virginia Health System","Department of Electrical and Computer Engineering, University of Virginia","University of Virginia, UNITED STATES"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Virginia Health System","institution_ids":["https://openalex.org/I2799765794"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Virginia","institution_ids":["https://openalex.org/I51556381"]},{"raw_affiliation_string":"University of Virginia, UNITED STATES","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5158294540","display_name":"VISTA-ICH","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"VISTA-ICH","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":17,"corresponding_author_ids":["https://openalex.org/A5031553336"],"corresponding_institution_ids":["https://openalex.org/I2799765794"],"apc_list":{"value":3000,"currency":"USD","value_usd":2500},"apc_paid":{"value":3000,"currency":"USD","value_usd":2500},"fwci":0.5492,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.57471363,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"14","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11763","display_name":"Intracerebral and Subarachnoid Hemorrhage Research","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical 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/T11763","display_name":"Intracerebral and Subarachnoid Hemorrhage Research","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical 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/T10420","display_name":"Intracranial Aneurysms: Treatment and Complications","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Clinical 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/T10227","display_name":"Acute Ischemic Stroke Management","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hematoma-expansion","display_name":"hematoma expansion","score":0.9739999771118164},{"id":"https://openalex.org/keywords/spontaneous-intracerebral-hemorrhage","display_name":"spontaneous intracerebral hemorrhage","score":0.984000027179718},{"id":"https://openalex.org/keywords/non-contrast-ct","display_name":"non-contrast CT","score":0.9150000214576721},{"id":"https://openalex.org/keywords/risk-stratification","display_name":"risk stratification","score":0.8889999985694885}],"concepts":[{"id":"https://openalex.org/C2779662492","wikidata":"https://www.wikidata.org/wiki/Q468787","display_name":"Hematoma","level":2,"score":0.7312385439872742},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.7236578464508057},{"id":"https://openalex.org/C2777094939","wikidata":"https://www.wikidata.org/wiki/Q1368943","display_name":"Intracerebral hemorrhage","level":3,"score":0.7078309059143066},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5926755666732788},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5163249373435974},{"id":"https://openalex.org/C2993107136","wikidata":"https://www.wikidata.org/wiki/Q1368943","display_name":"Spontaneous intracerebral hemorrhage","level":4,"score":0.45281121134757996},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.45161157846450806},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2344357669353485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22574716806411743},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.18324211239814758},{"id":"https://openalex.org/C2777736543","wikidata":"https://www.wikidata.org/wiki/Q693442","display_name":"Subarachnoid hemorrhage","level":2,"score":0.1091715395450592}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.7554/elife.105782.3","doi":"https://doi.org/10.7554/elife.105782.3","is_oa":true,"landing_page_url":"https://doi.org/10.7554/elife.105782.3","pdf_url":null,"source":{"id":"https://openalex.org/S1336409049","display_name":"eLife","issn_l":"2050-084X","issn":["2050-084X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","jufo-2","ki-jl-2","medline","norway-2","oarl","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311710","host_organization_name":"eLife Sciences Publications Ltd","host_organization_lineage":["https://openalex.org/P4310311710"],"host_organization_lineage_names":["eLife Sciences Publications Ltd"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"eLife","raw_type":"journal-article"},{"id":"doi:10.1101/2024.05.14.24307384","doi":"https://doi.org/10.1101/2024.05.14.24307384","is_oa":true,"landing_page_url":"https://doi.org/10.1101/2024.05.14.24307384","pdf_url":null,"source":{"id":"https://openalex.org/S3005729997","display_name":"medRxiv","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":["https://openalex.org/P4310315909"],"host_organization_lineage_names":["Cold Spring Harbor Laboratory Press"],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"medRxiv","raw_type":"posted-content"},{"id":"pmid:40950428","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40950428","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"medRxiv : the preprint server for health sciences","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12424899","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12424899/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"medRxiv","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.7554/elife.105782.3","doi":"https://doi.org/10.7554/elife.105782.3","is_oa":true,"landing_page_url":"https://doi.org/10.7554/elife.105782.3","pdf_url":null,"source":{"id":"https://openalex.org/S1336409049","display_name":"eLife","issn_l":"2050-084X","issn":["2050-084X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","jufo-2","ki-jl-2","medline","norway-2","oarl","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311710","host_organization_name":"eLife Sciences Publications Ltd","host_organization_lineage":["https://openalex.org/P4310311710"],"host_organization_lineage_names":["eLife Sciences Publications Ltd"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"eLife","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9537000060081482,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G9000860936","display_name":"Transport transforms for biomedical data modeling, estimation, and classification","funder_award_id":"R01GM130825","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G9000908629","display_name":"Interdisciplinary Training in Systems & Biomolecular Data Science","funder_award_id":"T32GM145443","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"}],"funders":[{"id":"https://openalex.org/F4320308403","display_name":"Neurosurgery Research and Education Foundation","ror":"https://ror.org/04fp9ma57"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W25275278","https://openalex.org/W1753775462","https://openalex.org/W1968517907","https://openalex.org/W1983823082","https://openalex.org/W2007301755","https://openalex.org/W2070507194","https://openalex.org/W2086993697","https://openalex.org/W2094100343","https://openalex.org/W2114589114","https://openalex.org/W2118775574","https://openalex.org/W2148330009","https://openalex.org/W2616032077","https://openalex.org/W2735418187","https://openalex.org/W2800240522","https://openalex.org/W2802048939","https://openalex.org/W2806321425","https://openalex.org/W2810515062","https://openalex.org/W2887567733","https://openalex.org/W2905483812","https://openalex.org/W2948422685","https://openalex.org/W2964749322","https://openalex.org/W2981398180","https://openalex.org/W2985804701","https://openalex.org/W3002697659","https://openalex.org/W3005215616","https://openalex.org/W3047789435","https://openalex.org/W3080226789","https://openalex.org/W3087326040","https://openalex.org/W3133973162","https://openalex.org/W3148485711","https://openalex.org/W3194931195","https://openalex.org/W3196664550","https://openalex.org/W3207368002","https://openalex.org/W4220762950","https://openalex.org/W4280492922","https://openalex.org/W4283778483","https://openalex.org/W4286491155","https://openalex.org/W4294991467","https://openalex.org/W4307571138","https://openalex.org/W4327598993","https://openalex.org/W4392737370","https://openalex.org/W4395077393"],"related_works":["https://openalex.org/W3034031750","https://openalex.org/W4220762950","https://openalex.org/W4220977074","https://openalex.org/W7160180695","https://openalex.org/W4304183174","https://openalex.org/W4328053467","https://openalex.org/W2208682569","https://openalex.org/W2966601466","https://openalex.org/W3094257800","https://openalex.org/W2901102832"],"abstract_inverted_index":{"Hematoma":[0],"expansion":[1,201,248,270],"is":[2,31],"a":[3,32,38,107,183,193,234,255,278],"consistent":[4,160],"predictor":[5],"of":[6,20,89,110,117,138,164,173,195,243,246,261],"poor":[7],"neurological":[8],"outcome":[9],"and":[10,44,74,154,189,212,236,241],"mortality":[11],"after":[12],"spontaneous":[13,78],"intracerebral":[14],"hemorrhage":[15],"(ICH).":[16],"An":[17],"incomplete":[18],"understanding":[19],"its":[21,259],"biophysiology":[22],"has":[23,254,273],"limited":[24],"early":[25],"preventative":[26],"intervention.":[27],"Transport-based":[28],"morphometry":[29],"(TBM)":[30],"mathematical":[33],"modeling":[34,260],"technique":[35],"that":[36,49,60,170,218],"uses":[37],"physically":[39],"meaningful":[40],"metric":[41],"to":[42,54,134],"quantify":[43],"visualize":[45],"discriminating":[46],"image":[47,133],"features":[48,137,143,163,221,264],"are":[50],"not":[51],"readily":[52],"perceptible":[53],"the":[55,83,114,168,174,204],"human":[56],"eye.":[57],"We":[58],"hypothesized":[59],"TBM":[61,146,219,253],"could":[62],"discover":[63],"relationships":[64],"between":[65],"hematoma":[66,75,132,142,165,175,200,247,263,269],"morphology":[67],"on":[68,106],"initial":[69],"Non-Contrast":[70],"Computed":[71],"Tomography":[72],"(NCCT)":[73],"expansion.":[76,139],"170":[77,111],"ICH":[79,250],"patients":[80,112],"enrolled":[81],"in":[82,203,249],"multi-center":[84],"international":[85],"Virtual":[86],"International":[87],"Trials":[88],"Stroke":[90],"Archive":[91],"(VISTA-ICH)":[92],"with":[93,161,222],"time-series":[94],"NCCT":[95,131,244,262],"data":[96],"were":[97,147,159],"used":[98],"for":[99,197,239,268],"model":[100,185],"derivation.":[101],"Its":[102],"performance":[103],"was":[104,126],"assessed":[105],"test":[108,205],"dataset":[109],"from":[113,128],"Ethnic/Racial":[115],"Variations":[116],"Intracerebral":[118],"Hemorrhage":[119],"(ERICH)":[120],"study.":[121],"A":[122],"unique":[123],"transport-based":[124],"representation":[125],"produced":[127],"each":[129],"presentation":[130],"identify":[135],"morphological":[136,171],"The":[140],"principal":[141],"identified":[144],"by":[145,226],"larger":[148],"size,":[149],"density":[150,156],"heterogeneity,":[151],"shape":[152],"irregularity":[153],"peripheral":[155],"distribution.":[157],"These":[158],"clinician-identified":[162],"expansion,":[166],"corroborating":[167],"hypothesis":[169],"characteristics":[172],"promote":[176],"future":[177,275],"growth.":[178],"Incorporating":[179],"these":[180],"traits":[181],"into":[182],"multivariable":[184],"comprising":[186],"morphological,":[187],"spatial":[188],"clinical":[190,279],"information":[191],"achieved":[192],"AUROC":[194],"0.71":[196],"quantifying":[198],"24-hour":[199],"risk":[202,280],"dataset.":[206],"This":[207,230],"outperformed":[208],"existing":[209],"clinician":[210],"protocols":[211],"alternate":[213],"machine":[214],"learning":[215],"methods,":[216],"suggesting":[217],"detected":[220],"improved":[223],"precision":[224],"than":[225],"visual":[227],"inspection":[228],"alone.":[229],"pre-clinical":[231],"study":[232],"presents":[233],"quantitative":[235],"interpretable":[237],"method":[238],"discovery":[240],"visualization":[242],"biomarkers":[245],"patients.":[251],"Because":[252],"direct":[256],"physical":[257],"meaning,":[258],"can":[265],"inform":[266],"hypotheses":[267],"mechanisms.":[271],"It":[272],"potential":[274],"application":[276],"as":[277],"stratification":[281],"tool.":[282]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-05-17T00:00:00"}
