{"id":"https://openalex.org/W3036829886","doi":"https://doi.org/10.1007/978-3-030-59719-1_54","title":"Scale-Space Autoencoders for Unsupervised Anomaly Segmentation in Brain MRI","display_name":"Scale-Space Autoencoders for Unsupervised Anomaly Segmentation in Brain MRI","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3036829886","doi":"https://doi.org/10.1007/978-3-030-59719-1_54","mag":"3036829886"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-59719-1_54","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59719-1_54","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2006.12852","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081270742","display_name":"Christoph Baur","orcid":"https://orcid.org/0000-0002-4262-5864"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christoph Baur","raw_affiliation_strings":["Computer Aided Medical Procedures (CAMP), TU Munich, Munich, Germany","[Computer Aided Medical Procedures (CAMP), TU Munich, Munich, Germany]"],"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures (CAMP), TU Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"[Computer Aided Medical Procedures (CAMP), TU Munich, Munich, Germany]","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039985608","display_name":"Benedikt Wiestler","orcid":"https://orcid.org/0000-0002-2963-7772"},"institutions":[{"id":"https://openalex.org/I2802619606","display_name":"Klinikum rechts der Isar","ror":"https://ror.org/04jc43x05","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802619606","https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benedikt Wiestler","raw_affiliation_strings":["Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, TU Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, TU Munich, Munich, Germany","institution_ids":["https://openalex.org/I2802619606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038615871","display_name":"Shadi Albarqouni","orcid":"https://orcid.org/0000-0003-2157-2211"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["CH","DE"],"is_corresponding":false,"raw_author_name":"Shadi Albarqouni","raw_affiliation_strings":["Computer Aided Medical Procedures (CAMP), TU Munich, Munich, Germany","Computer Vision Laboratory, ETH Zurich, Zurich, Switzerland","[Computer Aided Medical Procedures (CAMP), TU Munich, Munich, Germany]"],"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures (CAMP), TU Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Computer Vision Laboratory, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"[Computer Aided Medical Procedures (CAMP), TU Munich, Munich, Germany]","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046896448","display_name":"Nassir Navab","orcid":"https://orcid.org/0000-0002-6032-5611"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]},{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Nassir Navab","raw_affiliation_strings":["Computer Aided Medical Procedures (CAMP), TU Munich, Munich, Germany","Whiting School of Engineering, Johns Hopkins University, Baltimore, USA","[Computer Aided Medical Procedures (CAMP), TU Munich, Munich, Germany]"],"affiliations":[{"raw_affiliation_string":"Computer Aided Medical Procedures (CAMP), TU Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Whiting School of Engineering, Johns Hopkins University, Baltimore, USA","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"[Computer Aided Medical Procedures (CAMP), TU Munich, Munich, Germany]","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081270742"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8241,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74895419,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"552","last_page":"561"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9758999943733215,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7258044481277466},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7142782211303711},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6441728472709656},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6374198794364929},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.514956533908844},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.47239965200424194},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.42566585540771484},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39381614327430725},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.17487850785255432},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13368159532546997}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7258044481277466},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7142782211303711},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6441728472709656},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6374198794364929},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.514956533908844},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.47239965200424194},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.42566585540771484},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39381614327430725},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.17487850785255432},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13368159532546997},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-59719-1_54","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59719-1_54","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:2006.12852","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2006.12852","pdf_url":"https://arxiv.org/pdf/2006.12852","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:3036829886","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/2006.12852.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.2006.12852","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2006.12852","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:2006.12852","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2006.12852","pdf_url":"https://arxiv.org/pdf/2006.12852","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2106235379","https://openalex.org/W2145661921","https://openalex.org/W2599354622","https://openalex.org/W2765961644","https://openalex.org/W2772211716","https://openalex.org/W2796762894","https://openalex.org/W2904300281","https://openalex.org/W2911059780","https://openalex.org/W2914570111","https://openalex.org/W2966312874","https://openalex.org/W2979688502","https://openalex.org/W3034625979","https://openalex.org/W3196898581","https://openalex.org/W6600018615"],"related_works":["https://openalex.org/W3095223219","https://openalex.org/W3200457825","https://openalex.org/W2796762894","https://openalex.org/W2914820351","https://openalex.org/W3178092667","https://openalex.org/W2918626637","https://openalex.org/W2210423413","https://openalex.org/W3200339938","https://openalex.org/W2784389611","https://openalex.org/W2984254165","https://openalex.org/W2889799978","https://openalex.org/W2137132878","https://openalex.org/W3131181705","https://openalex.org/W2965760498","https://openalex.org/W2541709064","https://openalex.org/W3018093250","https://openalex.org/W3104455982","https://openalex.org/W3130567554","https://openalex.org/W2525510104","https://openalex.org/W3004774287"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2022-07-26T00:00:00"}