{"id":"https://openalex.org/W4379032003","doi":"https://doi.org/10.1007/978-3-658-41657-7_37","title":"Automated Deep-learning-based Vertebral Body Localization and Instance Segmentation for Osteoporosis Assessment using CT","display_name":"Automated Deep-learning-based Vertebral Body Localization and Instance Segmentation for Osteoporosis Assessment using CT","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4379032003","doi":"https://doi.org/10.1007/978-3-658-41657-7_37"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-658-41657-7_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-41657-7_37","pdf_url":null,"source":{"id":"https://openalex.org/S4210235615","display_name":"Informatik aktuell","issn_l":"1431-472X","issn":["1431-472X","2628-8958"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatik aktuell","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069985990","display_name":"Nicolai R. Krekiehn","orcid":"https://orcid.org/0000-0003-3317-3680"},"institutions":[{"id":"https://openalex.org/I4210112713","display_name":"University Hospital Schleswig-Holstein","ror":"https://ror.org/01tvm6f46","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210112713"]},{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Nicolai R. Krekiehn","raw_affiliation_strings":["Section Biomedical Imaging, Dept. of Radiology and Neuroradiology, University Medical Center Schleswig-Holstein (UKSH), Campus Kiel, Kiel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Section Biomedical Imaging, Dept. of Radiology and Neuroradiology, University Medical Center Schleswig-Holstein (UKSH), Campus Kiel, Kiel, Germany","institution_ids":["https://openalex.org/I4210112713","https://openalex.org/I9341345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059319509","display_name":"Eren Y\u0131lmaz","orcid":"https://orcid.org/0000-0002-5911-7268"},"institutions":[{"id":"https://openalex.org/I2799859273","display_name":"Ostfalia University of Applied Sciences","ror":"https://ror.org/01bk10867","country_code":"DE","type":"education","lineage":["https://openalex.org/I2799859273"]},{"id":"https://openalex.org/I4210112713","display_name":"University Hospital Schleswig-Holstein","ror":"https://ror.org/01tvm6f46","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210112713"]},{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eren B. Yilmaz","raw_affiliation_strings":["Dept. of Computer Science, Ostfalia University of Applied Sciences, Wolfenb\u00fcttel, Germany","Section Biomedical Imaging, Dept. of Radiology and Neuroradiology, University Medical Center Schleswig-Holstein (UKSH), Campus Kiel, Kiel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Ostfalia University of Applied Sciences, Wolfenb\u00fcttel, Germany","institution_ids":["https://openalex.org/I2799859273"]},{"raw_affiliation_string":"Section Biomedical Imaging, Dept. of Radiology and Neuroradiology, University Medical Center Schleswig-Holstein (UKSH), Campus Kiel, Kiel, Germany","institution_ids":["https://openalex.org/I4210112713","https://openalex.org/I9341345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112927492","display_name":"Hannes C. Kruse","orcid":null},"institutions":[{"id":"https://openalex.org/I2799859273","display_name":"Ostfalia University of Applied Sciences","ror":"https://ror.org/01bk10867","country_code":"DE","type":"education","lineage":["https://openalex.org/I2799859273"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hannes C. Kruse","raw_affiliation_strings":["Dept. of Computer Science, Ostfalia University of Applied Sciences, Wolfenb\u00fcttel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Ostfalia University of Applied Sciences, Wolfenb\u00fcttel, Germany","institution_ids":["https://openalex.org/I2799859273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037134235","display_name":"Carsten Meyer","orcid":"https://orcid.org/0000-0003-3927-5856"},"institutions":[{"id":"https://openalex.org/I2799859273","display_name":"Ostfalia University of Applied Sciences","ror":"https://ror.org/01bk10867","country_code":"DE","type":"education","lineage":["https://openalex.org/I2799859273"]},{"id":"https://openalex.org/I32021983","display_name":"Christian-Albrechts-Universit\u00e4t zu Kiel","ror":"https://ror.org/04v76ef78","country_code":"DE","type":"education","lineage":["https://openalex.org/I32021983"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Carsten Meyer","raw_affiliation_strings":["Dept. of Computer Science, Faculty of Engineering, Kiel University, Kiel, Germany","Dept. of Computer Science, Ostfalia University of Applied Sciences, Wolfenb\u00fcttel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science, Faculty of Engineering, Kiel University, Kiel, Germany","institution_ids":["https://openalex.org/I32021983"]},{"raw_affiliation_string":"Dept. of Computer Science, Ostfalia University of Applied Sciences, Wolfenb\u00fcttel, Germany","institution_ids":["https://openalex.org/I2799859273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111874995","display_name":"Claus C. Gl\u00fcer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112713","display_name":"University Hospital Schleswig-Holstein","ror":"https://ror.org/01tvm6f46","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210112713"]},{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Claus C. Gl\u00fcer","raw_affiliation_strings":["Section Biomedical Imaging, Dept. of Radiology and Neuroradiology, University Medical Center Schleswig-Holstein (UKSH), Campus Kiel, Kiel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Section Biomedical Imaging, Dept. of Radiology and Neuroradiology, University Medical Center Schleswig-Holstein (UKSH), Campus Kiel, Kiel, Germany","institution_ids":["https://openalex.org/I4210112713","https://openalex.org/I9341345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069985990"],"corresponding_institution_ids":["https://openalex.org/I4210112713","https://openalex.org/I9341345"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1870342,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"171","last_page":"176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9998999834060669,"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":0.9998999834060669,"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/T11363","display_name":"Dental Radiography and Imaging","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10071","display_name":"Bone health and osteoporosis research","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports Medicine"},"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/osteoporosis","display_name":"Osteoporosis","score":0.7179351449012756},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7152658700942993},{"id":"https://openalex.org/keywords/vertebral-body","display_name":"Vertebral body","score":0.6596066355705261},{"id":"https://openalex.org/keywords/hounsfield-scale","display_name":"Hounsfield scale","score":0.5901041626930237},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.5881168246269226},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5661665797233582},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5256912708282471},{"id":"https://openalex.org/keywords/bone-mineral","display_name":"Bone mineral","score":0.4866862893104553},{"id":"https://openalex.org/keywords/cancellous-bone","display_name":"Cancellous bone","score":0.4771113693714142},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.47527235746383667},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4644823968410492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3834882080554962},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.3265526294708252},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.32528504729270935},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32030391693115234},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.2560887336730957},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.1425512135028839},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1306290626525879},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.08675992488861084}],"concepts":[{"id":"https://openalex.org/C2776541429","wikidata":"https://www.wikidata.org/wiki/Q165328","display_name":"Osteoporosis","level":2,"score":0.7179351449012756},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7152658700942993},{"id":"https://openalex.org/C2993730151","wikidata":"https://www.wikidata.org/wiki/Q180323","display_name":"Vertebral body","level":2,"score":0.6596066355705261},{"id":"https://openalex.org/C187954543","wikidata":"https://www.wikidata.org/wiki/Q1501273","display_name":"Hounsfield scale","level":3,"score":0.5901041626930237},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.5881168246269226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5661665797233582},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5256912708282471},{"id":"https://openalex.org/C2776886416","wikidata":"https://www.wikidata.org/wiki/Q4941567","display_name":"Bone mineral","level":3,"score":0.4866862893104553},{"id":"https://openalex.org/C2776350087","wikidata":"https://www.wikidata.org/wiki/Q265868","display_name":"Cancellous bone","level":2,"score":0.4771113693714142},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.47527235746383667},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4644823968410492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3834882080554962},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.3265526294708252},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.32528504729270935},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32030391693115234},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.2560887336730957},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.1425512135028839},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1306290626525879},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08675992488861084},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-658-41657-7_37","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-41657-7_37","pdf_url":null,"source":{"id":"https://openalex.org/S4210235615","display_name":"Informatik aktuell","issn_l":"1431-472X","issn":["1431-472X","2628-8958"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Informatik aktuell","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W184565980","https://openalex.org/W2044178924","https://openalex.org/W2084806705","https://openalex.org/W2156414583","https://openalex.org/W2744037537","https://openalex.org/W2886735222","https://openalex.org/W2895266044","https://openalex.org/W2901559346","https://openalex.org/W2925288829","https://openalex.org/W3003184595","https://openalex.org/W3014974815","https://openalex.org/W3112346810","https://openalex.org/W3112701542","https://openalex.org/W3122571277","https://openalex.org/W3138067333","https://openalex.org/W3162570438","https://openalex.org/W3204016047","https://openalex.org/W4210583963","https://openalex.org/W4220993786"],"related_works":["https://openalex.org/W2610932499","https://openalex.org/W1984703219","https://openalex.org/W2437385367","https://openalex.org/W2758533457","https://openalex.org/W1925519877","https://openalex.org/W2119690073","https://openalex.org/W2604595514","https://openalex.org/W2269515802","https://openalex.org/W2168849728","https://openalex.org/W1964839588"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}