{"id":"https://openalex.org/W7135038018","doi":"https://doi.org/10.1007/978-3-658-51100-5_86","title":"Comparison of Modern Transformer Architectures and CNN-based Models for MRI-based Age Estimation of the Knee","display_name":"Comparison of Modern Transformer Architectures and CNN-based Models for MRI-based Age Estimation of the Knee","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7135038018","doi":"https://doi.org/10.1007/978-3-658-51100-5_86"},"language":"de","primary_location":{"id":"doi:10.1007/978-3-658-51100-5_86","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-51100-5_86","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":"conference-paper","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/A5128829094","display_name":"Marco Paw\u0142owski","orcid":null},"institutions":[{"id":"https://openalex.org/I113463164","display_name":"University of Applied Sciences Wedel","ror":"https://ror.org/00bwfj843","country_code":"DE","type":"education","lineage":["https://openalex.org/I113463164"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marco Paw\u0142owski","raw_affiliation_strings":["Fachhochschule Wedel, Wedel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fachhochschule Wedel, Wedel, Germany","institution_ids":["https://openalex.org/I113463164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128805389","display_name":"Dennis S\u00e4ring","orcid":null},"institutions":[{"id":"https://openalex.org/I113463164","display_name":"University of Applied Sciences Wedel","ror":"https://ror.org/00bwfj843","country_code":"DE","type":"education","lineage":["https://openalex.org/I113463164"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dennis S\u00e4ring","raw_affiliation_strings":["Fachhochschule Wedel, Wedel, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fachhochschule Wedel, Wedel, Germany","institution_ids":["https://openalex.org/I113463164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027060423","display_name":"Jochen Herrmann","orcid":"https://orcid.org/0000-0002-0329-4863"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I4210108711","display_name":"University Medical Center Hamburg-Eppendorf","ror":"https://ror.org/01zgy1s35","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I159176309","https://openalex.org/I4210108711"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jochen Herrmann","raw_affiliation_strings":["UKE Eppendorf, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UKE Eppendorf, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I4210108711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037741738","display_name":"Eilin Jopp-van Well","orcid":"https://orcid.org/0000-0002-8588-7338"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I4210108711","display_name":"University Medical Center Hamburg-Eppendorf","ror":"https://ror.org/01zgy1s35","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I159176309","https://openalex.org/I4210108711"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eilin Jopp-van Well","raw_affiliation_strings":["UKE Eppendorf, Hamburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UKE Eppendorf, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I4210108711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013972125","display_name":"Heinz Handels","orcid":"https://orcid.org/0000-0002-3499-4328"},"institutions":[{"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":"Heinz Handels","raw_affiliation_strings":["Institut f\u00fcr Medizinische Informatik, Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Schleswig-Holstein, Deutschland","Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Medizinische Informatik, Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Schleswig-Holstein, Deutschland","institution_ids":["https://openalex.org/I9341345"]},{"raw_affiliation_string":"Universit\u00e4t zu L\u00fcbeck, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I9341345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5128829094"],"corresponding_institution_ids":["https://openalex.org/I113463164"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24106231,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"436","last_page":"442"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10992","display_name":"Forensic Anthropology and Bioarchaeology Studies","score":0.7257000207901001,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10992","display_name":"Forensic Anthropology and Bioarchaeology Studies","score":0.7257000207901001,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.08070000261068344,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.05609999969601631,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6305999755859375},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6234999895095825},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.5004000067710876},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.4578000009059906},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3894999921321869},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.33550000190734863}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6305999755859375},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6234999895095825},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5389999747276306},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.51419997215271},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.5004000067710876},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.4578000009059906},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3894999921321869},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3449999988079071},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.33550000190734863},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32600000500679016},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3183000087738037},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.30559998750686646},{"id":"https://openalex.org/C133770746","wikidata":"https://www.wikidata.org/wiki/Q856535","display_name":"Current transformer","level":4,"score":0.2630999982357025},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.25619998574256897}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-658-51100-5_86","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-51100-5_86","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":5,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W3138516171","https://openalex.org/W3198401109","https://openalex.org/W3200379731","https://openalex.org/W4405372490"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2026-03-13T00:00:00"}