{"id":"https://openalex.org/W4402967439","doi":"https://doi.org/10.1007/s10278-024-01277-6","title":"Deep Learning Classification of Ischemic Stroke Territory on Diffusion-Weighted MRI: Added Value of Augmenting the Input with Image Transformations","display_name":"Deep Learning Classification of Ischemic Stroke Territory on Diffusion-Weighted MRI: Added Value of Augmenting the Input with Image Transformations","publication_year":2024,"publication_date":"2024-09-30","ids":{"openalex":"https://openalex.org/W4402967439","doi":"https://doi.org/10.1007/s10278-024-01277-6","pmid":"https://pubmed.ncbi.nlm.nih.gov/39349784"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-024-01277-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10278-024-01277-6","pdf_url":null,"source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12092885/pdf/10278_2024_Article_1277.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006725795","display_name":"\u0130lker \u00d6zg\u00fcr Koska","orcid":"https://orcid.org/0000-0003-0971-3827"},"institutions":[{"id":"https://openalex.org/I193615760","display_name":"Dokuz Eyl\u00fcl University","ror":"https://ror.org/00dbd8b73","country_code":"TR","type":"education","lineage":["https://openalex.org/I193615760"]},{"id":"https://openalex.org/I4210090359","display_name":"Dr. Beh\u00e7et Uz \u00c7ocuk Hastal\u0131klar\u0131 Hastanesi","ror":"https://ror.org/00aff0y51","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210090359"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ilker Ozgur Koska","raw_affiliation_strings":["Department of Biomedical Technologies, The Graduate School of Natural And Applied Sciences, Dokuz Eyl\u00fcl Universtiy, Izmir, Turkey. ozgurkoska@yahoo.com","Department of Radiology, Beh\u00e7et Uz Children's Hospital, Izmir, Turkey. ozgurkoska@yahoo.com"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Technologies, The Graduate School of Natural And Applied Sciences, Dokuz Eyl\u00fcl Universtiy, Izmir, Turkey. ozgurkoska@yahoo.com","institution_ids":["https://openalex.org/I193615760"]},{"raw_affiliation_string":"Department of Radiology, Beh\u00e7et Uz Children's Hospital, Izmir, Turkey. ozgurkoska@yahoo.com","institution_ids":["https://openalex.org/I4210090359"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071792338","display_name":"M. Alper Selver","orcid":"https://orcid.org/0000-0002-8445-0388"},"institutions":[{"id":"https://openalex.org/I132257509","display_name":"Izmir University","ror":"https://ror.org/013h3xr51","country_code":"TR","type":"education","lineage":["https://openalex.org/I132257509"]},{"id":"https://openalex.org/I193615760","display_name":"Dokuz Eyl\u00fcl University","ror":"https://ror.org/00dbd8b73","country_code":"TR","type":"education","lineage":["https://openalex.org/I193615760"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Alper Selver","raw_affiliation_strings":["Department of Biomedical Technologies, The Graduate School of Natural And Applied Sciences, Dokuz Eyl\u00fcl Universtiy, Izmir, Turkey","Department of Electrical and Electronics Engineering, Dokuz Eyl\u00fcl University, Adatepe Mahallesi Do\u011fu\u015f Caddesi, 35160, Buca, \u0130zmir, Turkey","Izmir Health Technologies Development and Accelerator (BioIzmir), Dokuz Eyl\u00fcl University, Izmir, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Technologies, The Graduate School of Natural And Applied Sciences, Dokuz Eyl\u00fcl Universtiy, Izmir, Turkey","institution_ids":["https://openalex.org/I193615760"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Dokuz Eyl\u00fcl University, Adatepe Mahallesi Do\u011fu\u015f Caddesi, 35160, Buca, \u0130zmir, Turkey","institution_ids":["https://openalex.org/I193615760"]},{"raw_affiliation_string":"Izmir Health Technologies Development and Accelerator (BioIzmir), Dokuz Eyl\u00fcl University, Izmir, Turkey","institution_ids":["https://openalex.org/I193615760","https://openalex.org/I132257509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039675643","display_name":"Faz\u0131l Gelal","orcid":null},"institutions":[{"id":"https://openalex.org/I250383648","display_name":"Izmir K\u00e2tip \u00c7elebi University","ror":"https://ror.org/024nx4843","country_code":"TR","type":"education","lineage":["https://openalex.org/I250383648"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Fazil Gelal","raw_affiliation_strings":["Ataturk Training and Research Hospital, Department of Radiology, Izmir Katip Celebi University, Basin Sitesi, 35360, Izmir, Turkey"],"affiliations":[{"raw_affiliation_string":"Ataturk Training and Research Hospital, Department of Radiology, Izmir Katip Celebi University, Basin Sitesi, 35360, Izmir, Turkey","institution_ids":["https://openalex.org/I250383648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063477504","display_name":"Muhsin Engin Ulu\u00e7","orcid":"https://orcid.org/0000-0002-1919-1797"},"institutions":[{"id":"https://openalex.org/I250383648","display_name":"Izmir K\u00e2tip \u00c7elebi University","ror":"https://ror.org/024nx4843","country_code":"TR","type":"education","lineage":["https://openalex.org/I250383648"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Muhsin Engin Uluc","raw_affiliation_strings":["Ataturk Training and Research Hospital, Department of Radiology, Izmir Katip Celebi University, Basin Sitesi, 35360, Izmir, Turkey"],"affiliations":[{"raw_affiliation_string":"Ataturk Training and Research Hospital, Department of Radiology, Izmir Katip Celebi University, Basin Sitesi, 35360, Izmir, Turkey","institution_ids":["https://openalex.org/I250383648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064417825","display_name":"Yusuf Kenan \u00c7etino\u011flu","orcid":"https://orcid.org/0000-0002-7878-6117"},"institutions":[{"id":"https://openalex.org/I4210090359","display_name":"Dr. Beh\u00e7et Uz \u00c7ocuk Hastal\u0131klar\u0131 Hastanesi","ror":"https://ror.org/00aff0y51","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210090359"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Yusuf Kenan \u00c7etino\u011flu","raw_affiliation_strings":["Department of Radiology, Beh\u00e7et Uz Children's Hospital, Izmir, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Beh\u00e7et Uz Children's Hospital, Izmir, Turkey","institution_ids":["https://openalex.org/I4210090359"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011067590","display_name":"Nursel Yurttutan","orcid":"https://orcid.org/0000-0002-3685-6025"},"institutions":[{"id":"https://openalex.org/I46017","display_name":"Kahramanmara\u015f S\u00fct\u00e7\u00fc \u0130mam University","ror":"https://ror.org/03gn5cg19","country_code":"TR","type":"education","lineage":["https://openalex.org/I46017"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Nursel Yurttutan","raw_affiliation_strings":["Department of Radiology, Kahramanmara\u015f S\u00fct\u00e7\u00fc \u0130mam University Hospital, Kahramanmara\u015f, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Kahramanmara\u015f S\u00fct\u00e7\u00fc \u0130mam University Hospital, Kahramanmara\u015f, Turkey","institution_ids":["https://openalex.org/I46017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082530473","display_name":"Mehmet Ser\u0131ndere","orcid":"https://orcid.org/0000-0003-1166-2467"},"institutions":[{"id":"https://openalex.org/I4210148263","display_name":"GATA Haydarpa\u015fa E\u011fitim Hastanesi","ror":"https://ror.org/04760qd13","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210148263"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet Serindere","raw_affiliation_strings":["Department of Radiology, Hatay Training and Research Hospital, G\u00fczelbur\u00e7, Hatay, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Hatay Training and Research Hospital, G\u00fczelbur\u00e7, Hatay, Turkey","institution_ids":["https://openalex.org/I4210148263"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004967932","display_name":"O\u011fuz D\u0131cle","orcid":"https://orcid.org/0000-0001-5269-4903"},"institutions":[{"id":"https://openalex.org/I193615760","display_name":"Dokuz Eyl\u00fcl University","ror":"https://ror.org/00dbd8b73","country_code":"TR","type":"education","lineage":["https://openalex.org/I193615760"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"O\u011fuz Dicle","raw_affiliation_strings":["Department of Radiology, Dokuz Eyl\u00fcl University, 15 Temmuz Sa\u011fl\u0131k Sanat Yerle\u015fkesi/\u0130nciralt\u0131, 35340, \u0130zmir, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Dokuz Eyl\u00fcl University, 15 Temmuz Sa\u011fl\u0131k Sanat Yerle\u015fkesi/\u0130nciralt\u0131, 35340, \u0130zmir, Turkey","institution_ids":["https://openalex.org/I193615760"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5006725795"],"corresponding_institution_ids":["https://openalex.org/I193615760","https://openalex.org/I4210090359"],"apc_list":null,"apc_paid":null,"fwci":0.8359,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75157424,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"38","issue":"3","first_page":"1374","last_page":"1387"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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":0.9973999857902527,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/diffusion-mri","display_name":"Diffusion MRI","score":0.6889570951461792},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5845567584037781},{"id":"https://openalex.org/keywords/ischemic-stroke","display_name":"Ischemic stroke","score":0.5514534115791321},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.53073650598526},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.5294770002365112},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5210870504379272},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.4874298870563507},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4154830574989319},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4097216725349426},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4095574617385864},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.39571166038513184},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36011385917663574},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35682016611099243},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.31588807702064514},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.20727238059043884},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17876526713371277},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15224751830101013},{"id":"https://openalex.org/keywords/ischemia","display_name":"Ischemia","score":0.1374937891960144},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0951070487499237}],"concepts":[{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.6889570951461792},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5845567584037781},{"id":"https://openalex.org/C3020199598","wikidata":"https://www.wikidata.org/wiki/Q12202","display_name":"Ischemic stroke","level":3,"score":0.5514534115791321},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.53073650598526},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.5294770002365112},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5210870504379272},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.4874298870563507},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4154830574989319},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4097216725349426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4095574617385864},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.39571166038513184},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36011385917663574},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35682016611099243},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.31588807702064514},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.20727238059043884},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17876526713371277},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15224751830101013},{"id":"https://openalex.org/C541997718","wikidata":"https://www.wikidata.org/wiki/Q188151","display_name":"Ischemia","level":2,"score":0.1374937891960144},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0951070487499237},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[{"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":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000083242","descriptor_name":"Ischemic Stroke","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000083242","descriptor_name":"Ischemic Stroke","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000083242","descriptor_name":"Ischemic Stroke","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000083242","descriptor_name":"Ischemic Stroke","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000083242","descriptor_name":"Ischemic Stroke","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D000083242","descriptor_name":"Ischemic Stroke","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D000083242","descriptor_name":"Ischemic Stroke","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D000083242","descriptor_name":"Ischemic Stroke","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"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":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","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":"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"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":"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":"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":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D038524","descriptor_name":"Diffusion Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D038524","descriptor_name":"Diffusion Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D038524","descriptor_name":"Diffusion Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D038524","descriptor_name":"Diffusion Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10278-024-01277-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10278-024-01277-6","pdf_url":null,"source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},{"id":"pmid:39349784","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39349784","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":"Journal of imaging informatics in medicine","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:12092885","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12092885","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12092885/pdf/10278_2024_Article_1277.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Imaging Inform Med","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:12092885","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12092885","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12092885/pdf/10278_2024_Article_1277.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Imaging Inform Med","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4402967439.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W2020727345","https://openalex.org/W2026616100","https://openalex.org/W2051610846","https://openalex.org/W2083540539","https://openalex.org/W2115866698","https://openalex.org/W2117340355","https://openalex.org/W2592430879","https://openalex.org/W2608876019","https://openalex.org/W2761319874","https://openalex.org/W2767776410","https://openalex.org/W2783677152","https://openalex.org/W2793084128","https://openalex.org/W2795774310","https://openalex.org/W2796438033","https://openalex.org/W2800452457","https://openalex.org/W2897064646","https://openalex.org/W2902558766","https://openalex.org/W2903804687","https://openalex.org/W2912810649","https://openalex.org/W2914040405","https://openalex.org/W2946457696","https://openalex.org/W2946948417","https://openalex.org/W2990714382","https://openalex.org/W3004022591","https://openalex.org/W3010687358","https://openalex.org/W3110356609","https://openalex.org/W3204277253","https://openalex.org/W3215280593","https://openalex.org/W4205579104","https://openalex.org/W4210973470","https://openalex.org/W4255556797","https://openalex.org/W4313890660","https://openalex.org/W4366658060","https://openalex.org/W4396808000"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W1768769760","https://openalex.org/W2413360119","https://openalex.org/W1576270090","https://openalex.org/W2611989081","https://openalex.org/W2131307089","https://openalex.org/W2356293051","https://openalex.org/W2157123855","https://openalex.org/W57104752","https://openalex.org/W2547933944"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}