{"id":"https://openalex.org/W4297828509","doi":"https://doi.org/10.1007/978-3-031-16452-1_4","title":"Diffusion Models for\u00a0Medical Anomaly Detection","display_name":"Diffusion Models for\u00a0Medical Anomaly Detection","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4297828509","doi":"https://doi.org/10.1007/978-3-031-16452-1_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-16452-1_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16452-1_4","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":"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/A5033937723","display_name":"Julia Wolleb","orcid":"https://orcid.org/0000-0003-4087-5920"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Julia Wolleb","raw_affiliation_strings":["Department of Biomedical Engineering, University of Basel, Allschwil, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Basel, Allschwil, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006114006","display_name":"Florentin Bieder","orcid":null},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Florentin Bieder","raw_affiliation_strings":["Department of Biomedical Engineering, University of Basel, Allschwil, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Basel, Allschwil, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045712610","display_name":"Robin Sandk\u00fchler","orcid":null},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Robin Sandk\u00fchler","raw_affiliation_strings":["Department of Biomedical Engineering, University of Basel, Allschwil, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Basel, Allschwil, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048965835","display_name":"Philippe C. Cattin","orcid":"https://orcid.org/0000-0001-8785-2713"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Philippe C. Cattin","raw_affiliation_strings":["Department of Biomedical Engineering, University of Basel, Allschwil, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Basel, Allschwil, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033937723"],"corresponding_institution_ids":["https://openalex.org/I1850255"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":123.6208,"has_fulltext":false,"cited_by_count":281,"citation_normalized_percentile":{"value":1.0,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"35","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9987999796867371,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9915000200271606,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.797285795211792},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7361589074134827},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6653442978858948},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6376821398735046},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5017554759979248},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4988408088684082},{"id":"https://openalex.org/keywords/image-denoising","display_name":"Image denoising","score":0.4497529864311218},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.40677958726882935},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.2980400323867798}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.797285795211792},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7361589074134827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6653442978858948},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6376821398735046},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5017554759979248},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4988408088684082},{"id":"https://openalex.org/C2983327147","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Image denoising","level":3,"score":0.4497529864311218},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.40677958726882935},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2980400323867798}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-16452-1_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-16452-1_4","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1641498739","https://openalex.org/W2133059825","https://openalex.org/W2743138268","https://openalex.org/W2751069891","https://openalex.org/W2963466845","https://openalex.org/W2963635991","https://openalex.org/W2981988113","https://openalex.org/W3048123412","https://openalex.org/W3092187688","https://openalex.org/W3159648608","https://openalex.org/W3165699580","https://openalex.org/W3191805365","https://openalex.org/W3200457825","https://openalex.org/W3212516020","https://openalex.org/W4206566734","https://openalex.org/W4210307546","https://openalex.org/W4225370003","https://openalex.org/W4313041966","https://openalex.org/W6600018615","https://openalex.org/W6600223405","https://openalex.org/W6602344735","https://openalex.org/W6635014315"],"related_works":["https://openalex.org/W4287995534","https://openalex.org/W2998168123","https://openalex.org/W2897995864","https://openalex.org/W2292254049","https://openalex.org/W2592385986","https://openalex.org/W4376852344","https://openalex.org/W4281924768","https://openalex.org/W3044458868","https://openalex.org/W2076520961","https://openalex.org/W2092619848"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":108},{"year":2024,"cited_by_count":107},{"year":2023,"cited_by_count":52},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}