{"id":"https://openalex.org/W3191495708","doi":"https://doi.org/10.1186/s12880-021-00657-6","title":"Efficiency of a deep learning-based artificial intelligence diagnostic system in spontaneous intracerebral hemorrhage volume measurement","display_name":"Efficiency of a deep learning-based artificial intelligence diagnostic system in spontaneous intracerebral hemorrhage volume measurement","publication_year":2021,"publication_date":"2021-08-13","ids":{"openalex":"https://openalex.org/W3191495708","doi":"https://doi.org/10.1186/s12880-021-00657-6","mag":"3191495708","pmid":"https://pubmed.ncbi.nlm.nih.gov/34388981"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-021-00657-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-021-00657-6","pdf_url":"https://bmcmedimaging.biomedcentral.com/track/pdf/10.1186/s12880-021-00657-6","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedimaging.biomedcentral.com/track/pdf/10.1186/s12880-021-00657-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100453417","display_name":"Tao Wang","orcid":"https://orcid.org/0000-0001-7887-1074"},"institutions":[{"id":"https://openalex.org/I4210127460","display_name":"Ningxia Medical University","ror":"https://ror.org/02h8a1848","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210127460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Wang","raw_affiliation_strings":["The Department of Radiology, The General Hospital of Ningxia Medical University, Yinchuan, 750004, Ningxia, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Department of Radiology, The General Hospital of Ningxia Medical University, Yinchuan, 750004, Ningxia, China","institution_ids":["https://openalex.org/I4210127460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109188020","display_name":"Na Song","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127460","display_name":"Ningxia Medical University","ror":"https://ror.org/02h8a1848","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210127460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Song","raw_affiliation_strings":["The Department of Radiology, The General Hospital of Ningxia Medical University, Yinchuan, 750004, Ningxia, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Department of Radiology, The General Hospital of Ningxia Medical University, Yinchuan, 750004, Ningxia, China","institution_ids":["https://openalex.org/I4210127460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100614786","display_name":"Lingling Liu","orcid":"https://orcid.org/0000-0001-7303-0428"},"institutions":[{"id":"https://openalex.org/I4210127460","display_name":"Ningxia Medical University","ror":"https://ror.org/02h8a1848","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210127460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingling Liu","raw_affiliation_strings":["The Department of Radiology, The General Hospital of Ningxia Medical University, Yinchuan, 750004, Ningxia, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Department of Radiology, The General Hospital of Ningxia Medical University, Yinchuan, 750004, Ningxia, China","institution_ids":["https://openalex.org/I4210127460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025695877","display_name":"Zichao Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127460","display_name":"Ningxia Medical University","ror":"https://ror.org/02h8a1848","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210127460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zichao Zhu","raw_affiliation_strings":["The Department of Radiology, The General Hospital of Ningxia Medical University, Yinchuan, 750004, Ningxia, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Department of Radiology, The General Hospital of Ningxia Medical University, Yinchuan, 750004, Ningxia, China","institution_ids":["https://openalex.org/I4210127460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443095","display_name":"Bing Chen","orcid":"https://orcid.org/0000-0002-0988-9534"},"institutions":[{"id":"https://openalex.org/I4210127460","display_name":"Ningxia Medical University","ror":"https://ror.org/02h8a1848","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210127460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Chen","raw_affiliation_strings":["The Department of Radiology, The General Hospital of Ningxia Medical University, Yinchuan, 750004, Ningxia, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Department of Radiology, The General Hospital of Ningxia Medical University, Yinchuan, 750004, Ningxia, China","institution_ids":["https://openalex.org/I4210127460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061599798","display_name":"Wenjun Yang","orcid":"https://orcid.org/0000-0001-5671-1344"},"institutions":[{"id":"https://openalex.org/I4210127460","display_name":"Ningxia Medical University","ror":"https://ror.org/02h8a1848","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210127460"]},{"id":"https://openalex.org/I4210139449","display_name":"Ningxia Medical University General Hospital","ror":"https://ror.org/049dkqr57","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210139449"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjun Yang","raw_affiliation_strings":["Key Laboratory of Fertility Preservation and Maintenance, School of Basic Medicine and the General Hospital, Ningxia Medical University, Yinchuan, 750004, China","Key Laboratory of Fertility Preservation and Maintenance, School of Basic Medicine and   the General Hospital, Ningxia Medical University, Yinchuan, 750004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Fertility Preservation and Maintenance, School of Basic Medicine and the General Hospital, Ningxia Medical University, Yinchuan, 750004, China","institution_ids":["https://openalex.org/I4210127460","https://openalex.org/I4210139449"]},{"raw_affiliation_string":"Key Laboratory of Fertility Preservation and Maintenance, School of Basic Medicine and   the General Hospital, Ningxia Medical University, Yinchuan, 750004, China","institution_ids":["https://openalex.org/I4210127460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100434672","display_name":"Zhiqiang Chen","orcid":"https://orcid.org/0000-0003-0242-6577"},"institutions":[{"id":"https://openalex.org/I4210127460","display_name":"Ningxia Medical University","ror":"https://ror.org/02h8a1848","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210127460"]},{"id":"https://openalex.org/I4210139449","display_name":"Ningxia Medical University General Hospital","ror":"https://ror.org/049dkqr57","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210139449"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiqiang Chen","raw_affiliation_strings":["The Department of Radiology, The General Hospital of Ningxia Medical University, Yinchuan, 750004, Ningxia, China. zhiqiang_chen99@163.com","The Department of Radiology, The General Hospital of Ningxia Medical University, Yinchuan, 750004, Ningxia, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Department of Radiology, The General Hospital of Ningxia Medical University, Yinchuan, 750004, Ningxia, China. zhiqiang_chen99@163.com","institution_ids":["https://openalex.org/I4210127460","https://openalex.org/I4210139449"]},{"raw_affiliation_string":"The Department of Radiology, The General Hospital of Ningxia Medical University, Yinchuan, 750004, Ningxia, China","institution_ids":["https://openalex.org/I4210127460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100434672"],"corresponding_institution_ids":["https://openalex.org/I4210127460","https://openalex.org/I4210139449"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2890},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2890},"fwci":2.4892,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.91447733,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"21","issue":"1","first_page":"125","last_page":"125"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11763","display_name":"Intracerebral and Subarachnoid Hemorrhage Research","score":0.9987000226974487,"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":0.9987000226974487,"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":0.00019999999494757503,"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/T11406","display_name":"Cerebrospinal fluid and hydrocephalus","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/intracerebral-hemorrhage","display_name":"Intracerebral hemorrhage","score":0.7704695463180542},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7678314447402954},{"id":"https://openalex.org/keywords/spontaneous-intracerebral-hemorrhage","display_name":"Spontaneous intracerebral hemorrhage","score":0.7676045894622803},{"id":"https://openalex.org/keywords/intraventricular-hemorrhage","display_name":"Intraventricular hemorrhage","score":0.7645605802536011},{"id":"https://openalex.org/keywords/concordance","display_name":"Concordance","score":0.6055899262428284},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.546358585357666},{"id":"https://openalex.org/keywords/concordance-correlation-coefficient","display_name":"Concordance correlation coefficient","score":0.4619235396385193},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.42973315715789795},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42712414264678955},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.4217257797718048},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3452675938606262},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2667568325996399},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.23889771103858948},{"id":"https://openalex.org/keywords/glasgow-coma-scale","display_name":"Glasgow Coma Scale","score":0.23743849992752075},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.15986907482147217},{"id":"https://openalex.org/keywords/gestational-age","display_name":"Gestational age","score":0.09704405069351196},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08002594113349915},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0739721953868866}],"concepts":[{"id":"https://openalex.org/C2777094939","wikidata":"https://www.wikidata.org/wiki/Q1368943","display_name":"Intracerebral hemorrhage","level":3,"score":0.7704695463180542},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7678314447402954},{"id":"https://openalex.org/C2993107136","wikidata":"https://www.wikidata.org/wiki/Q1368943","display_name":"Spontaneous intracerebral hemorrhage","level":4,"score":0.7676045894622803},{"id":"https://openalex.org/C2779252433","wikidata":"https://www.wikidata.org/wiki/Q6058597","display_name":"Intraventricular hemorrhage","level":4,"score":0.7645605802536011},{"id":"https://openalex.org/C160798450","wikidata":"https://www.wikidata.org/wiki/Q4230870","display_name":"Concordance","level":2,"score":0.6055899262428284},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.546358585357666},{"id":"https://openalex.org/C2781059462","wikidata":"https://www.wikidata.org/wiki/Q5158906","display_name":"Concordance correlation coefficient","level":2,"score":0.4619235396385193},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.42973315715789795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42712414264678955},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4217257797718048},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3452675938606262},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2667568325996399},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.23889771103858948},{"id":"https://openalex.org/C17624336","wikidata":"https://www.wikidata.org/wiki/Q461644","display_name":"Glasgow Coma Scale","level":2,"score":0.23743849992752075},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.15986907482147217},{"id":"https://openalex.org/C2778376644","wikidata":"https://www.wikidata.org/wiki/Q2253111","display_name":"Gestational age","level":3,"score":0.09704405069351196},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08002594113349915},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0739721953868866},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000074042","descriptor_name":"Cerebral Intraventricular Hemorrhage","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000074042","descriptor_name":"Cerebral Intraventricular Hemorrhage","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000074042","descriptor_name":"Cerebral Intraventricular Hemorrhage","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D000074042","descriptor_name":"Cerebral Intraventricular Hemorrhage","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D000074042","descriptor_name":"Cerebral Intraventricular Hemorrhage","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D000074042","descriptor_name":"Cerebral Intraventricular Hemorrhage","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D000074042","descriptor_name":"Cerebral Intraventricular Hemorrhage","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000074042","descriptor_name":"Cerebral Intraventricular Hemorrhage","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000074042","descriptor_name":"Cerebral Intraventricular Hemorrhage","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000208","descriptor_name":"Acute Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000208","descriptor_name":"Acute Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000208","descriptor_name":"Acute Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002543","descriptor_name":"Cerebral Hemorrhage","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002543","descriptor_name":"Cerebral Hemorrhage","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002543","descriptor_name":"Cerebral Hemorrhage","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002543","descriptor_name":"Cerebral Hemorrhage","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D002543","descriptor_name":"Cerebral Hemorrhage","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D002543","descriptor_name":"Cerebral Hemorrhage","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D002543","descriptor_name":"Cerebral Hemorrhage","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D002543","descriptor_name":"Cerebral Hemorrhage","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D002543","descriptor_name":"Cerebral Hemorrhage","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-021-00657-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-021-00657-6","pdf_url":"https://bmcmedimaging.biomedcentral.com/track/pdf/10.1186/s12880-021-00657-6","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Medical Imaging","raw_type":"journal-article"},{"id":"pmid:34388981","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34388981","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":"BMC medical imaging","raw_type":null},{"id":"pmh:oai:doaj.org/article:39857a8c369f44ef90bdcdca8bcbe0b6","is_oa":false,"landing_page_url":"https://doaj.org/article/39857a8c369f44ef90bdcdca8bcbe0b6","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Imaging, Vol 21, Iss 1, Pp 1-9 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8364089","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8364089","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,"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":"BMC Med Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12880-021-00657-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-021-00657-6","pdf_url":"https://bmcmedimaging.biomedcentral.com/track/pdf/10.1186/s12880-021-00657-6","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","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":"BMC Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6404144618","display_name":null,"funder_award_id":"NXYLXK2017A05","funder_id":"https://openalex.org/F4320322425","funder_display_name":"Ningxia Medical University"}],"funders":[{"id":"https://openalex.org/F4320322425","display_name":"Ningxia Medical University","ror":"https://ror.org/02h8a1848"},{"id":"https://openalex.org/F4320334010","display_name":"Key Research and Development Program of Ningxia","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3191495708.pdf","grobid_xml":"https://content.openalex.org/works/W3191495708.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1624268467","https://openalex.org/W1635008481","https://openalex.org/W1956771503","https://openalex.org/W1967047312","https://openalex.org/W1981194197","https://openalex.org/W2012541104","https://openalex.org/W2017797252","https://openalex.org/W2038299229","https://openalex.org/W2069722952","https://openalex.org/W2085797065","https://openalex.org/W2104076789","https://openalex.org/W2112161237","https://openalex.org/W2136587148","https://openalex.org/W2153855786","https://openalex.org/W2155070090","https://openalex.org/W2159759971","https://openalex.org/W2286710809","https://openalex.org/W2529174233","https://openalex.org/W2617669016","https://openalex.org/W2759511880","https://openalex.org/W2792253967","https://openalex.org/W2896817483","https://openalex.org/W2910391240","https://openalex.org/W2914338154","https://openalex.org/W2914368780","https://openalex.org/W2919115771","https://openalex.org/W2963853787","https://openalex.org/W2966245818","https://openalex.org/W2985804701","https://openalex.org/W2992545309","https://openalex.org/W3005128111","https://openalex.org/W3005588711","https://openalex.org/W3013299352","https://openalex.org/W3013528015","https://openalex.org/W3087446612","https://openalex.org/W3110898045","https://openalex.org/W3118235341","https://openalex.org/W3118277682","https://openalex.org/W3171831654","https://openalex.org/W4210410540"],"related_works":["https://openalex.org/W4244569836","https://openalex.org/W2791277992","https://openalex.org/W3128654497","https://openalex.org/W2380925570","https://openalex.org/W4365448304","https://openalex.org/W4231416420","https://openalex.org/W3136237836","https://openalex.org/W2773691537","https://openalex.org/W3029904856","https://openalex.org/W3191495708"],"abstract_inverted_index":{"BACKGROUND:":[0],"Accurate":[1],"measurement":[2,321],"of":[3,12,17,35,81,103,155,214,227,279,307],"hemorrhage":[4,24,46,54,133],"volume":[5,48,102,134,152,217],"is":[6,240,332],"critical":[7],"for":[8],"both":[9],"the":[10,15,31,79,104,126,136,149,159,165,170,177,190,211,215,220,228,234,319,326],"prediction":[11],"prognosis":[13],"and":[14,33,95,109,120,125,142,153,176,248,254,258,314,322],"selection":[16],"appropriate":[18],"clinical":[19],"treatment":[20],"after":[21],"spontaneous":[22,44,75,309],"intracerebral":[23,45],"(ICH).":[25],"This":[26],"study":[27],"aimed":[28],"to":[29,131,147,182,318,336],"evaluate":[30],"performance":[32],"accuracy":[34],"a":[36,112,275,333],"deep":[37,113,299],"learning-based":[38,114,300],"automated":[39,60],"segmentation":[40,65,161,192,273],"algorithm":[41,229,247],"in":[42,135,151,343],"segmenting":[43],"(ICH)":[47],"either":[49],"with":[50,62,73,96,236,311],"or":[51],"without":[52,91,138,167],"intraventricular":[53],"(IVH)":[55],"extension.":[56],"We":[57,68,329],"compared":[58,317],"this":[59,331],"pipeline":[61],"two":[63,88,105],"manual":[64],"techniques.":[66],"METHODS:":[67],"retrospectively":[69],"reviewed":[70],"105":[71],"patients":[72,84],"acute":[74,308],"ICH.":[76],"Depending":[77],"on":[78],"presence":[80],"IVH":[82,97,139,168,237],"extension,":[83],"were":[85,107,129,145,180,187,244,260],"divided":[86],"into":[87],"groups:":[89],"ICH":[90,101,137,166,171,216,235,310,341],"(n":[92,98],"=":[93,99,195,206,250,263,269,295],"56)":[94],"49).":[100],"groups":[106],"segmented":[108],"measured":[110,173,218],"using":[111,174],"artificial":[115],"intelligence":[116],"(AI)":[117],"diagnostic":[118,302],"system":[119,303],"computed":[121],"tomography-based":[122],"planimetry":[123],"(CTP),":[124],"ABC/2":[127,178,221,291,327],"score":[128,179,222,292],"used":[130,146],"measure":[132],"group.":[140],"Correlations":[141],"agreement":[143,255],"analyses":[144],"analyze":[148],"differences":[150,243],"length":[154],"processing":[156],"time":[157,280],"among":[158,189],"three":[160,191],"approaches.":[162],"RESULTS:":[163],"In":[164,233],"group,":[169,238],"volumes":[172,306],"AI":[175,259,272,301],"comparable":[181],"CTP":[183,257,282,320],"segmentation.":[184],"Strong":[185],"correlations":[186],"observed":[188],"methods":[193],"(r":[194,262],"0.994,":[196],"0.976,":[197],"0.974;":[198],"P":[199,265],"<":[200,231,266,284],"0.001;":[201,267],"concordance":[202],"correlation":[203,253],"coefficient":[204],"[CCC]":[205],"0.993,":[207],"0.968,":[208],"0.967).":[209],"But":[210],"absolute":[212],"error":[213],"by":[219],"was":[223,287],"greater":[224,315],"than":[225,281,290,325],"that":[226],"(P":[230,283,294],"0.05).":[232],"there":[239],"no":[241],"significant":[242],"found":[245],"between":[246,256],"CTP(P":[249],"0.614).":[251],"The":[252,271,298],"strong":[261],"0.996,":[264],"CCC":[268],"0.996).":[270],"took":[274],"significantly":[276],"shorter":[277],"amount":[278],"0.001),":[285],"but":[286],"slightly":[288],"longer":[289],"technique":[293],"0.002).":[296],"CONCLUSIONS:":[297],"accurately":[304,324],"quantified":[305],"high":[312],"fidelity":[313],"efficiency":[316],"more":[323],"scores.":[328],"believe":[330],"promising":[334],"tool":[335],"help":[337],"physicians":[338],"achieve":[339],"precise":[340],"quantification":[342],"practice.":[344]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}