{"id":"https://openalex.org/W3093523747","doi":"https://doi.org/10.1109/isbi48211.2021.9434126","title":"Deep Sequential Learning For Cervical Spine Fracture Detection On Computed Tomography Imaging","display_name":"Deep Sequential Learning For Cervical Spine Fracture Detection On Computed Tomography Imaging","publication_year":2021,"publication_date":"2021-04-13","ids":{"openalex":"https://openalex.org/W3093523747","doi":"https://doi.org/10.1109/isbi48211.2021.9434126","mag":"3093523747"},"language":"en","primary_location":{"id":"doi:10.1109/isbi48211.2021.9434126","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi48211.2021.9434126","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2010.13336","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035444332","display_name":"Hojjat Salehinejad","orcid":"https://orcid.org/0000-0002-9636-863X"},"institutions":[{"id":"https://openalex.org/I4399598460","display_name":"Unity Health Toronto","ror":"https://ror.org/012x5xb44","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4399598460"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I1297363086","display_name":"St. Michael's Hospital","ror":"https://ror.org/04skqfp25","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1297363086","https://openalex.org/I4399598460"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Hojjat Salehinejad","raw_affiliation_strings":["LKS-CHART, St. Michael\u2019s Hospital, Toronto, Canada","St. Michael\u2019s Hospital, Unity Health Toronto, Toronto, Canada","University of Toronto, Toronto, Canada","St. Michael\u2019s Hospital,LKS-CHART,Toronto,Canada"],"affiliations":[{"raw_affiliation_string":"LKS-CHART, St. Michael\u2019s Hospital, Toronto, Canada","institution_ids":["https://openalex.org/I1297363086"]},{"raw_affiliation_string":"St. Michael\u2019s Hospital, Unity Health Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I1297363086","https://openalex.org/I4399598460"]},{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"St. Michael\u2019s Hospital,LKS-CHART,Toronto,Canada","institution_ids":["https://openalex.org/I1297363086"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060306098","display_name":"Edward Ho","orcid":"https://orcid.org/0000-0002-1360-0086"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Edward Ho","raw_affiliation_strings":["University of Toronto, Toronto, Canada","University of Toronto,Department of Medical Imaging,Toronto,Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"University of Toronto,Department of Medical Imaging,Toronto,Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100928690","display_name":"Hui-Ming Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hui-Ming Lin","raw_affiliation_strings":["University of Toronto, Toronto, Canada","University of Toronto,Department of Medical Imaging,Toronto,Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"University of Toronto,Department of Medical Imaging,Toronto,Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066992956","display_name":"Priscila Crivellaro","orcid":"https://orcid.org/0000-0003-1600-034X"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Priscila Crivellaro","raw_affiliation_strings":["University of Toronto, Toronto, Canada","University of Toronto,Department of Medical Imaging,Toronto,Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"University of Toronto,Department of Medical Imaging,Toronto,Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062658769","display_name":"Oleksandra Samorodova","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Oleksandra Samorodova","raw_affiliation_strings":["University of Toronto, Toronto, Canada","University of Toronto,Department of Medical Imaging,Toronto,Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"University of Toronto,Department of Medical Imaging,Toronto,Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041025858","display_name":"Monica Tafur Arciniegas","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Monica Tafur Arciniegas","raw_affiliation_strings":["University of Toronto, Toronto, Canada","University of Toronto,Department of Medical Imaging,Toronto,Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"University of Toronto,Department of Medical Imaging,Toronto,Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047429131","display_name":"Zamir Merali","orcid":"https://orcid.org/0000-0002-6667-3035"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Zamir Merali","raw_affiliation_strings":["Division of Neurosurgery, University of Toronto, Toronto, Canada","University of Toronto,Division of Neurosurgery,Department of Surgery,Toronto,Canada"],"affiliations":[{"raw_affiliation_string":"Division of Neurosurgery, University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"University of Toronto,Division of Neurosurgery,Department of Surgery,Toronto,Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081754015","display_name":"Suradech Suthiphosuwan","orcid":"https://orcid.org/0000-0002-8171-0164"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Suradech Suthiphosuwan","raw_affiliation_strings":["University of Toronto, Toronto, Canada","University of Toronto,Department of Medical Imaging,Toronto,Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"University of Toronto,Department of Medical Imaging,Toronto,Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011655988","display_name":"Aditya Bharatha","orcid":"https://orcid.org/0000-0002-7923-7865"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Aditya Bharatha","raw_affiliation_strings":["University of Toronto, Toronto, Canada","University of Toronto,Department of Medical Imaging,Toronto,Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"University of Toronto,Department of Medical Imaging,Toronto,Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011081136","display_name":"Kristen W. Yeom","orcid":"https://orcid.org/0000-0001-9860-3368"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristen Yeom","raw_affiliation_strings":["Stanford University, Stanford, California, USA","Stanford University,Department of Radiology,Stanford,California,USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, California, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Stanford University,Department of Radiology,Stanford,California,USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065468510","display_name":"Muhammad Mamdani","orcid":"https://orcid.org/0000-0001-5199-6344"},"institutions":[{"id":"https://openalex.org/I4399598460","display_name":"Unity Health Toronto","ror":"https://ror.org/012x5xb44","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4399598460"]},{"id":"https://openalex.org/I1297363086","display_name":"St. Michael's Hospital","ror":"https://ror.org/04skqfp25","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1297363086","https://openalex.org/I4399598460"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Muhammad Mamdani","raw_affiliation_strings":["LKS-CHART, St. Michael\u2019s Hospital, Toronto, Canada","St. Michael\u2019s Hospital, Unity Health Toronto, Toronto, Canada","Temerty Faculty of Medicine, University of Toronto, Toronto, Canada","St. Michael\u2019s Hospital,LKS-CHART,Toronto,Canada"],"affiliations":[{"raw_affiliation_string":"LKS-CHART, St. Michael\u2019s Hospital, Toronto, Canada","institution_ids":["https://openalex.org/I1297363086"]},{"raw_affiliation_string":"St. Michael\u2019s Hospital, Unity Health Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I1297363086","https://openalex.org/I4399598460"]},{"raw_affiliation_string":"Temerty Faculty of Medicine, University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"St. Michael\u2019s Hospital,LKS-CHART,Toronto,Canada","institution_ids":["https://openalex.org/I1297363086"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068463426","display_name":"Jefferson R. Wilson","orcid":"https://orcid.org/0000-0001-5965-0305"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jefferson Wilson","raw_affiliation_strings":["Division of Neurosurgery, University of Toronto, Toronto, Canada","University of Toronto,Division of Neurosurgery,Department of Surgery,Toronto,Canada"],"affiliations":[{"raw_affiliation_string":"Division of Neurosurgery, University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"University of Toronto,Division of Neurosurgery,Department of Surgery,Toronto,Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054411765","display_name":"Errol Colak","orcid":"https://orcid.org/0000-0002-3771-7975"},"institutions":[{"id":"https://openalex.org/I1297363086","display_name":"St. Michael's Hospital","ror":"https://ror.org/04skqfp25","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1297363086","https://openalex.org/I4399598460"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Errol Colak","raw_affiliation_strings":["LKS-CHART, St. Michael\u2019s Hospital, Toronto, Canada","University of Toronto, Toronto, Canada","St. Michael\u2019s Hospital,LKS-CHART,Toronto,Canada"],"affiliations":[{"raw_affiliation_string":"LKS-CHART, St. Michael\u2019s Hospital, Toronto, Canada","institution_ids":["https://openalex.org/I1297363086"]},{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"St. Michael\u2019s Hospital,LKS-CHART,Toronto,Canada","institution_ids":["https://openalex.org/I1297363086"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5035444332"],"corresponding_institution_ids":["https://openalex.org/I1297363086","https://openalex.org/I185261750","https://openalex.org/I4399598460"],"apc_list":null,"apc_paid":null,"fwci":0.1692,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.42472552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1911","last_page":"1914"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10776","display_name":"Spinal Fractures and Fixation Techniques","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T12154","display_name":"Pelvic and Acetabular Injuries","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/cervical-spine","display_name":"Cervical spine","score":0.7275943756103516},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.6603086590766907},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6074503064155579},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6002553701400757},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5358235836029053},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.5231950283050537},{"id":"https://openalex.org/keywords/cervical-vertebrae","display_name":"Cervical vertebrae","score":0.43577560782432556},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40595531463623047},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2971995770931244},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.1602216362953186}],"concepts":[{"id":"https://openalex.org/C2985379065","wikidata":"https://www.wikidata.org/wiki/Q900457","display_name":"Cervical spine","level":2,"score":0.7275943756103516},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.6603086590766907},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6074503064155579},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6002553701400757},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5358235836029053},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5231950283050537},{"id":"https://openalex.org/C2776944266","wikidata":"https://www.wikidata.org/wiki/Q900457","display_name":"Cervical vertebrae","level":2,"score":0.43577560782432556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40595531463623047},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2971995770931244},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.1602216362953186}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/isbi48211.2021.9434126","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi48211.2021.9434126","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2010.13336","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2010.13336","pdf_url":"https://arxiv.org/pdf/2010.13336","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3093523747","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/2010.13336.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2010.13336","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2010.13336","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2010.13336","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2010.13336","pdf_url":"https://arxiv.org/pdf/2010.13336","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.7599999904632568,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3093523747.pdf"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2041832588","https://openalex.org/W2194775991","https://openalex.org/W2274287116","https://openalex.org/W2577805760","https://openalex.org/W2759340569","https://openalex.org/W2781626870","https://openalex.org/W2894275259","https://openalex.org/W2901030517","https://openalex.org/W2962744952","https://openalex.org/W2962858109","https://openalex.org/W3114427951","https://openalex.org/W6631190155","https://openalex.org/W6694260854","https://openalex.org/W6747417605"],"related_works":["https://openalex.org/W3149145962","https://openalex.org/W2800043213","https://openalex.org/W3204016047","https://openalex.org/W3162804940","https://openalex.org/W3117160428","https://openalex.org/W2725497823","https://openalex.org/W3125777994","https://openalex.org/W2981941315","https://openalex.org/W3131544162","https://openalex.org/W3123688728","https://openalex.org/W2063394702","https://openalex.org/W2790078031","https://openalex.org/W3138324361","https://openalex.org/W3155264285","https://openalex.org/W3127191370","https://openalex.org/W2555522077","https://openalex.org/W3207711392","https://openalex.org/W2890725961","https://openalex.org/W3131535664","https://openalex.org/W2761701131"],"abstract_inverted_index":{"Fractures":[0],"of":[1,57,70,93],"the":[2,54,84,99],"cervical":[3,58],"spine":[4,59],"are":[5],"a":[6,39,46,90],"medical":[7],"emergency":[8],"and":[9,15,76,82,95,103,107,111],"may":[10],"lead":[11],"to":[12,31,80],"permanent":[13],"paralysis":[14],"even":[16],"death.":[17],"Accurate":[18],"diagnosis":[19],"in":[20,61],"patients":[21],"with":[22,45],"suspected":[23],"fractures":[24,60],"by":[25],"computed":[26],"tomography":[27],"(CT)":[28],"is":[29],"critical":[30],"patient":[32],"management.":[33],"In":[34],"this":[35],"paper,":[36],"we":[37],"propose":[38],"deep":[40],"convolutional":[41],"neural":[42],"network":[43],"(DCNN)":[44],"bidirectional":[47],"long-short":[48],"term":[49],"memory":[50],"(BLSTM)":[51],"layer":[52],"for":[53],"automated":[55],"detection":[56],"CT":[62,72],"axial":[63],"images.":[64],"We":[65],"used":[66],"an":[67],"annotated":[68],"dataset":[69],"3,666":[71],"scans":[73],"(729":[74],"positive":[75,102,110],"2,937":[77],"negative":[78,105,113],"cases)":[79,106,114],"train":[81],"validate":[83],"model.":[85],"The":[86],"validation":[87],"results":[88],"show":[89],"classification":[91],"accuracy":[92],"70.92%":[94],"79.":[96],"18%":[97],"on":[98],"balanced":[100],"(104":[101,109],"104":[104],"imbalanced":[108],"419":[112],"test":[115],"datasets,":[116],"respectively.":[117]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2022-07-25T00:00:00"}
