{"id":"https://openalex.org/W2911249309","doi":"https://doi.org/10.1007/978-3-658-25326-4_11","title":"Segmentation of Vertebral Metastases in MRI Using an U-Net like Convolutional Neural Network","display_name":"Segmentation of Vertebral Metastases in MRI Using an U-Net like Convolutional Neural Network","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2911249309","doi":"https://doi.org/10.1007/978-3-658-25326-4_11","mag":"2911249309"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-658-25326-4_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-25326-4_11","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/A5072678613","display_name":"Georg Hille","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Georg Hille","raw_affiliation_strings":["Department of and Graphics, University of Magdeburg, Magdeburg, Deutschland"],"affiliations":[{"raw_affiliation_string":"Department of and Graphics, University of Magdeburg, Magdeburg, Deutschland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064109494","display_name":"Max D\u00fcnnwald","orcid":"https://orcid.org/0000-0003-3838-3345"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Max D\u00fcnnwald","raw_affiliation_strings":["Department of and Graphics, University of Magdeburg, Magdeburg, Deutschland"],"affiliations":[{"raw_affiliation_string":"Department of and Graphics, University of Magdeburg, Magdeburg, Deutschland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113835030","display_name":"Mathias Becker","orcid":"https://orcid.org/0000-0003-3998-7108"},"institutions":[{"id":"https://openalex.org/I4210138551","display_name":"University Hospital Magdeburg","ror":"https://ror.org/03m04df46","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210138551"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mathias Becker","raw_affiliation_strings":["Department of Neuroradiology, University Hospital of Magdeburg, Magdeburg, Deutschland"],"affiliations":[{"raw_affiliation_string":"Department of Neuroradiology, University Hospital of Magdeburg, Magdeburg, Deutschland","institution_ids":["https://openalex.org/I4210138551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022716769","display_name":"Johannes Steffen","orcid":"https://orcid.org/0000-0002-0647-4157"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Johannes Steffen","raw_affiliation_strings":["Department of and Graphics, University of Magdeburg, Magdeburg, Deutschland"],"affiliations":[{"raw_affiliation_string":"Department of and Graphics, University of Magdeburg, Magdeburg, Deutschland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019302177","display_name":"Sylvia Saalfeld","orcid":"https://orcid.org/0000-0002-7002-7917"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sylvia Saalfeld","raw_affiliation_strings":["Department of and Graphics, University of Magdeburg, Magdeburg, Deutschland"],"affiliations":[{"raw_affiliation_string":"Department of and Graphics, University of Magdeburg, Magdeburg, Deutschland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109243131","display_name":"Klaus T\u00f6nnies","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Klaus T\u00f6nnies","raw_affiliation_strings":["Department of and Graphics, University of Magdeburg, Magdeburg, Deutschland"],"affiliations":[{"raw_affiliation_string":"Department of and Graphics, University of Magdeburg, Magdeburg, Deutschland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5072678613"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.02025545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"31","last_page":"36"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9988999962806702,"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"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9959999918937683,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.702376127243042},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.682086706161499},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6353029012680054},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6056974530220032},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5686261057853699},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.5174456238746643},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.44768714904785156},{"id":"https://openalex.org/keywords/t2-weighted","display_name":"T2 weighted","score":0.41309306025505066},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3782152831554413},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.3643046021461487},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36331021785736084},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1031419038772583}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.702376127243042},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.682086706161499},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6353029012680054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6056974530220032},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5686261057853699},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.5174456238746643},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.44768714904785156},{"id":"https://openalex.org/C3017936213","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"T2 weighted","level":3,"score":0.41309306025505066},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3782152831554413},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.3643046021461487},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36331021785736084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1031419038772583},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-658-25326-4_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-658-25326-4_11","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1815337875","https://openalex.org/W1884191083","https://openalex.org/W1940034754","https://openalex.org/W1996444128","https://openalex.org/W2159546843","https://openalex.org/W2301358467","https://openalex.org/W2464708700","https://openalex.org/W2592329056","https://openalex.org/W2593467706","https://openalex.org/W2885065241","https://openalex.org/W2964227007"],"related_works":["https://openalex.org/W3104750253","https://openalex.org/W3021239166","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3167935049","https://openalex.org/W3103566983","https://openalex.org/W3029198973"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
