{"id":"https://openalex.org/W4391573802","doi":"https://doi.org/10.1038/s41746-024-01007-w","title":"Uncertainty-aware deep-learning model for prediction of supratentorial hematoma expansion from admission non-contrast head computed tomography scan","display_name":"Uncertainty-aware deep-learning model for prediction of supratentorial hematoma expansion from admission non-contrast head computed tomography scan","publication_year":2024,"publication_date":"2024-02-06","ids":{"openalex":"https://openalex.org/W4391573802","doi":"https://doi.org/10.1038/s41746-024-01007-w","pmid":"https://pubmed.ncbi.nlm.nih.gov/38321131"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-024-01007-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-024-01007-w","pdf_url":"https://www.nature.com/articles/s41746-024-01007-w.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","license_id":"https://openalex.org/licenses/cc-by","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/s41746-024-01007-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008770267","display_name":"Tran Anh Tuan","orcid":"https://orcid.org/0000-0001-9994-8077"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Anh T. Tran","raw_affiliation_strings":["Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA"],"raw_orcid":"https://orcid.org/0000-0001-9994-8077","affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064608267","display_name":"Tal Zeevi","orcid":"https://orcid.org/0000-0001-8917-7061"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tal Zeevi","raw_affiliation_strings":["Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA"],"raw_orcid":"https://orcid.org/0000-0001-8917-7061","affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061882210","display_name":"Stefan P. Haider","orcid":"https://orcid.org/0000-0002-7640-3645"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Stefan P. Haider","raw_affiliation_strings":["Department of Otorhinolaryngology, University Hospital of Ludwig Maximilians Universit\u00e4t M\u00fcnchen, Munich, Germany","Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology, University Hospital of Ludwig Maximilians Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]},{"raw_affiliation_string":"Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075202982","display_name":"Gaby Abou Karam","orcid":"https://orcid.org/0009-0003-3540-7185"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gaby Abou Karam","raw_affiliation_strings":["Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA"],"raw_orcid":"https://orcid.org/0009-0003-3540-7185","affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049500238","display_name":"Elisa R. Berson","orcid":"https://orcid.org/0000-0003-0741-2270"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elisa R. Berson","raw_affiliation_strings":["Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052573340","display_name":"Hishan Tharmaseelan","orcid":"https://orcid.org/0009-0002-5680-8714"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hishan Tharmaseelan","raw_affiliation_strings":["Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020049468","display_name":"Adnan I. Qureshi","orcid":"https://orcid.org/0000-0003-4962-540X"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adnan I. Qureshi","raw_affiliation_strings":["Stroke Institute and Department of Neurology, University of Missouri, Columbia, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stroke Institute and Department of Neurology, University of Missouri, Columbia, MO, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088627565","display_name":"Pina C. Sanelli","orcid":"https://orcid.org/0000-0002-9633-3699"},"institutions":[{"id":"https://openalex.org/I1302444339","display_name":"Northwell Health","ror":"https://ror.org/02bxt4m23","country_code":"US","type":"funder","lineage":["https://openalex.org/I1302444339"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pina C. Sanelli","raw_affiliation_strings":["Department of Radiology, Northwell Health, Manhasset, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Northwell Health, Manhasset, NY, USA","institution_ids":["https://openalex.org/I1302444339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088937468","display_name":"David J. Werring","orcid":"https://orcid.org/0000-0003-2074-1861"},"institutions":[{"id":"https://openalex.org/I4210151618","display_name":"National Hospital for Neurology and Neurosurgery","ror":"https://ror.org/048b34d51","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1340918713","https://openalex.org/I4210151618"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David J. Werring","raw_affiliation_strings":["Stroke Research Centre, University College London, Queen Square Institute of Neurology, London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stroke Research Centre, University College London, Queen Square Institute of Neurology, London, UK","institution_ids":["https://openalex.org/I45129253","https://openalex.org/I4210151618"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039233998","display_name":"Ajay Malhotra","orcid":"https://orcid.org/0000-0001-9223-6640"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ajay Malhotra","raw_affiliation_strings":["Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010454283","display_name":"Nils Petersen","orcid":"https://orcid.org/0000-0001-9711-3340"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nils H. Petersen","raw_affiliation_strings":["Department of Neurology, Yale School of Medicine, New Haven, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Yale School of Medicine, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054587412","display_name":"Adam de Havenon","orcid":"https://orcid.org/0000-0001-8178-8597"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam de Havenon","raw_affiliation_strings":["Department of Neurology, Yale School of Medicine, New Haven, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Yale School of Medicine, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053098139","display_name":"Guido J. Falcone","orcid":"https://orcid.org/0000-0002-6407-0302"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guido J. Falcone","raw_affiliation_strings":["Department of Neurology, Yale School of Medicine, New Haven, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Yale School of Medicine, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056529805","display_name":"Kevin N. Sheth","orcid":"https://orcid.org/0000-0003-2003-5473"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin N. Sheth","raw_affiliation_strings":["Department of Neurology, Yale School of Medicine, New Haven, CT, USA. kevin.sheth@yale.edu","Department of Neurology, Yale School of Medicine, New Haven, CT, USA"],"raw_orcid":"https://orcid.org/0000-0003-2003-5473","affiliations":[{"raw_affiliation_string":"Department of Neurology, Yale School of Medicine, New Haven, CT, USA. kevin.sheth@yale.edu","institution_ids":["https://openalex.org/I32971472"]},{"raw_affiliation_string":"Department of Neurology, Yale School of Medicine, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057676863","display_name":"Seyedmehdi Payabvash","orcid":"https://orcid.org/0000-0003-4628-0370"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seyedmehdi Payabvash","raw_affiliation_strings":["Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA. sam.payabvash@yale.edu","Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA"],"raw_orcid":"https://orcid.org/0000-0003-4628-0370","affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA. sam.payabvash@yale.edu","institution_ids":["https://openalex.org/I32971472"]},{"raw_affiliation_string":"Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5008770267"],"corresponding_institution_ids":["https://openalex.org/I32971472"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":7.6772,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.98017443,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"7","issue":"1","first_page":"26","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11763","display_name":"Intracerebral and Subarachnoid Hemorrhage Research","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/T11763","display_name":"Intracerebral and Subarachnoid Hemorrhage Research","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/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9970999956130981,"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/T12622","display_name":"Neurosurgical Procedures and Complications","score":0.9666000008583069,"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/confidence-interval","display_name":"Confidence interval","score":0.6584348678588867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6298195123672485},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.5771237015724182},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5725976824760437},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5582284331321716},{"id":"https://openalex.org/keywords/low-confidence","display_name":"Low Confidence","score":0.5005192756652832},{"id":"https://openalex.org/keywords/hematoma","display_name":"Hematoma","score":0.4913691580295563},{"id":"https://openalex.org/keywords/intracerebral-hemorrhage","display_name":"Intracerebral hemorrhage","score":0.48198646306991577},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.45764702558517456},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4474294185638428},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.445360392332077},{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.4410875141620636},{"id":"https://openalex.org/keywords/area-under-the-curve","display_name":"Area under the curve","score":0.4110439121723175},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.394461989402771},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3361009955406189},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2673620283603668},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07257267832756042}],"concepts":[{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.6584348678588867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6298195123672485},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5771237015724182},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5725976824760437},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5582284331321716},{"id":"https://openalex.org/C2909755999","wikidata":"https://www.wikidata.org/wiki/Q4751126","display_name":"Low Confidence","level":2,"score":0.5005192756652832},{"id":"https://openalex.org/C2779662492","wikidata":"https://www.wikidata.org/wiki/Q468787","display_name":"Hematoma","level":2,"score":0.4913691580295563},{"id":"https://openalex.org/C2777094939","wikidata":"https://www.wikidata.org/wiki/Q1368943","display_name":"Intracerebral hemorrhage","level":3,"score":0.48198646306991577},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.45764702558517456},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4474294185638428},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.445360392332077},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.4410875141620636},{"id":"https://openalex.org/C76318530","wikidata":"https://www.wikidata.org/wiki/Q16833590","display_name":"Area under the curve","level":2,"score":0.4110439121723175},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.394461989402771},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3361009955406189},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2673620283603668},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07257267832756042},{"id":"https://openalex.org/C2777736543","wikidata":"https://www.wikidata.org/wiki/Q693442","display_name":"Subarachnoid hemorrhage","level":2,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1038/s41746-024-01007-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-024-01007-w","pdf_url":"https://www.nature.com/articles/s41746-024-01007-w.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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:38321131","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38321131","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:eprints.ucl.ac.uk.OAI2:10187064","is_oa":true,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10187064/","pdf_url":"https://discovery.ucl.ac.uk/10187064/1/s41746-024-01007-w.pdf","source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"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":"   NPJ Digital Medicine , 7     , Article 26. (2024)      ","raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10847454","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10847454","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10847454/pdf/41746_2024_Article_1007.pdf","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,"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":"NPJ Digit Med","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:ae72b1c7b3e345d695d5651ca7fd5eee","is_oa":true,"landing_page_url":"https://doaj.org/article/ae72b1c7b3e345d695d5651ca7fd5eee","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 7, Iss 1, Pp 1-11 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41746-024-01007-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-024-01007-w","pdf_url":"https://www.nature.com/articles/s41746-024-01007-w.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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1958721365","display_name":null,"funder_award_id":"18TPA34170180","funder_id":"https://openalex.org/F4320306230","funder_display_name":"American Heart Association"},{"id":"https://openalex.org/G3279037879","display_name":null,"funder_award_id":"18TPA34170180","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3527434181","display_name":null,"funder_award_id":"K76AG059992","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4334781274","display_name":null,"funder_award_id":"18IDDG34280056","funder_id":"https://openalex.org/F4320306230","funder_display_name":"American Heart Association"},{"id":"https://openalex.org/G5788308834","display_name":null,"funder_award_id":"K23NS118056","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6275636525","display_name":null,"funder_award_id":"U24NS107215","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6488642507","display_name":null,"funder_award_id":"R01NR018335","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6733784446","display_name":null,"funder_award_id":"U24NS107136","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6818096083","display_name":null,"funder_award_id":"P30AG021342","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6881567127","display_name":null,"funder_award_id":"P30AG021342","funder_id":"https://openalex.org/F4320308380","funder_display_name":"Yale University"},{"id":"https://openalex.org/G6936955630","display_name":null,"funder_award_id":"U01NS106513","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G748333787","display_name":null,"funder_award_id":"R03NS112859","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7542691259","display_name":null,"funder_award_id":"17CSA33550004","funder_id":"https://openalex.org/F4320306230","funder_display_name":"American Heart Association"}],"funders":[{"id":"https://openalex.org/F4320306230","display_name":"American Heart Association","ror":"https://ror.org/013kjyp64"},{"id":"https://openalex.org/F4320308380","display_name":"Yale University","ror":"https://ror.org/03v76x132"},{"id":"https://openalex.org/F4320318132","display_name":"Neurocritical Care Society","ror":null},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391573802.pdf"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W78661028","https://openalex.org/W1966921182","https://openalex.org/W1987869189","https://openalex.org/W1995875735","https://openalex.org/W2007301755","https://openalex.org/W2014187955","https://openalex.org/W2070507194","https://openalex.org/W2071881327","https://openalex.org/W2074847887","https://openalex.org/W2075849746","https://openalex.org/W2140931881","https://openalex.org/W2147199549","https://openalex.org/W2154438850","https://openalex.org/W2158698691","https://openalex.org/W2160331326","https://openalex.org/W2208682569","https://openalex.org/W2409181187","https://openalex.org/W2486187203","https://openalex.org/W2754673026","https://openalex.org/W2761279809","https://openalex.org/W2782692875","https://openalex.org/W2786706109","https://openalex.org/W2792616505","https://openalex.org/W2848312316","https://openalex.org/W2904422658","https://openalex.org/W2905307056","https://openalex.org/W2918793543","https://openalex.org/W2932580657","https://openalex.org/W2943644689","https://openalex.org/W2945349193","https://openalex.org/W2964749322","https://openalex.org/W2969397400","https://openalex.org/W3006110199","https://openalex.org/W3013135790","https://openalex.org/W3014549660","https://openalex.org/W3029589626","https://openalex.org/W3042826867","https://openalex.org/W3101235444","https://openalex.org/W3108582022","https://openalex.org/W3118929067","https://openalex.org/W3119739830","https://openalex.org/W3126042408","https://openalex.org/W3128876534","https://openalex.org/W3164633738","https://openalex.org/W3165290676","https://openalex.org/W3177271099","https://openalex.org/W3184316454","https://openalex.org/W4200555717","https://openalex.org/W4210501746","https://openalex.org/W4280492922","https://openalex.org/W4283588740","https://openalex.org/W4286491155","https://openalex.org/W4293900296","https://openalex.org/W4307347371","https://openalex.org/W4308149258","https://openalex.org/W4312000414","https://openalex.org/W4385994551"],"related_works":["https://openalex.org/W2363036762","https://openalex.org/W2527580942","https://openalex.org/W2373172825","https://openalex.org/W3028992631","https://openalex.org/W3029407644","https://openalex.org/W2373333360","https://openalex.org/W1968727802","https://openalex.org/W2385082563","https://openalex.org/W2791647472","https://openalex.org/W3169313649"],"abstract_inverted_index":{"Abstract":[0],"Hematoma":[1],"expansion":[2,209],"(HE)":[3],"is":[4],"a":[5,10,102],"modifiable":[6],"risk":[7,63,205],"factor":[8],"and":[9,24,47,58,123,132,152,181,219],"potential":[11],"treatment":[12],"target":[13],"in":[14],"patients":[15,60,106,203],"with":[16,66,86,216],"intracerebral":[17],"hemorrhage":[18],"(ICH).":[19],"We":[20,99,121],"aimed":[21],"to":[22],"train":[23],"validate":[25],"deep-learning":[26,50,82,138,199],"models":[27,88,126,139,169,200],"for":[28,127,145,156,173,185],"high-confidence":[29,146],"prediction":[30,84,128,147,157],"of":[31,49,64,93,105,129,148,158,206],"supratentorial":[32,207],"ICH":[33,135,208],"expansion,":[34],"based":[35,89,210],"on":[36,90,211],"admission":[37,212],"non-contrast":[38,213],"head":[39,214],"Computed":[40],"Tomography":[41],"(CT).":[42],"Applying":[43],"Monte":[44],"Carlo":[45],"dropout":[46],"entropy":[48],"model":[51,56,83],"predictions,":[52],"we":[53,79],"estimated":[54],"the":[55,70,76,81],"uncertainty":[57],"identified":[59],"at":[61,204],"high":[62,67,217],"HE":[65,94,149,159,174,186],"confidence.":[68],"Using":[69],"receiver":[71],"operating":[72],"characteristics":[73],"area":[74],"under":[75],"curve":[77],"(AUC),":[78],"compared":[80],"performance":[85],"multivariable":[87],"visual":[91,167,224],"markers":[92],"determined":[95],"by":[96],"expert":[97],"reviewers.":[98],"randomly":[100],"split":[101],"multicentric":[103],"dataset":[104],"(4-to-1)":[107],"into":[108],"training/cross-validation":[109],"(":[110,116,177,189],"n":[111,117],"=":[112,118,143,154,171,179,183,191],"634)":[113],"versus":[114],"test":[115],"159)":[119],"cohorts.":[120],"trained":[122],"tested":[124],"separate":[125],"\u22656":[130,150,175],"mL":[131,134,151,161,176,188],"\u22653":[133,160,187],"expansion.":[136],"The":[137],"achieved":[140],"an":[141],"AUC":[142,153,170,182],"0.81":[144],"0.80":[155],",":[162],"which":[163],"were":[164],"higher":[165],"than":[166,222],"maker":[168],"0.69":[172],"p":[178,190],"0.036)":[180],"0.68":[184],"0.043).":[192],"Our":[193],"results":[194],"show":[195],"that":[196],"fully":[197],"automated":[198],"can":[201],"identify":[202],"CT,":[215],"confidence,":[218],"more":[220],"accurately":[221],"benchmark":[223],"markers.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":6}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}