{"id":"https://openalex.org/W4403942605","doi":"https://doi.org/10.1007/978-3-031-73226-3_14","title":"Style-Extracting Diffusion Models for\u00a0Semi-supervised Histopathology Segmentation","display_name":"Style-Extracting Diffusion Models for\u00a0Semi-supervised Histopathology Segmentation","publication_year":2024,"publication_date":"2024-10-31","ids":{"openalex":"https://openalex.org/W4403942605","doi":"https://doi.org/10.1007/978-3-031-73226-3_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-73226-3_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73226-3_14","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/A5091851660","display_name":"Mathias \u00d6ttl","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Mathias \u00d6ttl","raw_affiliation_strings":["Department Artificial Intelligence in Biomedical Engineering, FAU, Erlangen, Germany","Pattern Recognition Lab, Friedrich-Alexander-Universit\u00e4t (FAU) Erlangen-N\u00fcrnberg, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Department Artificial Intelligence in Biomedical Engineering, FAU, Erlangen, Germany","institution_ids":[]},{"raw_affiliation_string":"Pattern Recognition Lab, Friedrich-Alexander-Universit\u00e4t (FAU) Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057284684","display_name":"Frauke Wilm","orcid":"https://orcid.org/0000-0002-9065-0554"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frauke Wilm","raw_affiliation_strings":["Department Artificial Intelligence in Biomedical Engineering, FAU, Erlangen, Germany","Pattern Recognition Lab, Friedrich-Alexander-Universit\u00e4t (FAU) Erlangen-N\u00fcrnberg, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Department Artificial Intelligence in Biomedical Engineering, FAU, Erlangen, Germany","institution_ids":[]},{"raw_affiliation_string":"Pattern Recognition Lab, Friedrich-Alexander-Universit\u00e4t (FAU) Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092820698","display_name":"Jana Steenpass","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088053","display_name":"Universit\u00e4tsklinikum Erlangen","ror":"https://ror.org/0030f2a11","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210088053"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jana Steenpass","raw_affiliation_strings":["Institute of Pathology, University Hospital Erlangen, FAU, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Pathology, University Hospital Erlangen, FAU, Erlangen, Germany","institution_ids":["https://openalex.org/I4210088053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081539874","display_name":"Jingna Qiu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jingna Qiu","raw_affiliation_strings":["Department Artificial Intelligence in Biomedical Engineering, FAU, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Department Artificial Intelligence in Biomedical Engineering, FAU, Erlangen, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113853115","display_name":"Matthias R\u00fcbner","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088053","display_name":"Universit\u00e4tsklinikum Erlangen","ror":"https://ror.org/0030f2a11","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210088053"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias R\u00fcbner","raw_affiliation_strings":["Department of Gynecology and Obstetrics, University Hospital Erlangen, FAU, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Gynecology and Obstetrics, University Hospital Erlangen, FAU, Erlangen, Germany","institution_ids":["https://openalex.org/I4210088053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049585448","display_name":"Arndt Hartmann","orcid":"https://orcid.org/0000-0002-4860-4626"},"institutions":[{"id":"https://openalex.org/I4210088053","display_name":"Universit\u00e4tsklinikum Erlangen","ror":"https://ror.org/0030f2a11","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210088053"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Arndt Hartmann","raw_affiliation_strings":["Institute of Pathology, University Hospital Erlangen, FAU, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Pathology, University Hospital Erlangen, FAU, Erlangen, Germany","institution_ids":["https://openalex.org/I4210088053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044421523","display_name":"Matthias W. Beckmann","orcid":"https://orcid.org/0000-0002-8441-693X"},"institutions":[{"id":"https://openalex.org/I4210088053","display_name":"Universit\u00e4tsklinikum Erlangen","ror":"https://ror.org/0030f2a11","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210088053"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Beckmann","raw_affiliation_strings":["Department of Gynecology and Obstetrics, University Hospital Erlangen, FAU, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Gynecology and Obstetrics, University Hospital Erlangen, FAU, Erlangen, Germany","institution_ids":["https://openalex.org/I4210088053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017728105","display_name":"Peter A. Fasching","orcid":"https://orcid.org/0000-0003-4885-8471"},"institutions":[{"id":"https://openalex.org/I4210088053","display_name":"Universit\u00e4tsklinikum Erlangen","ror":"https://ror.org/0030f2a11","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210088053"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Fasching","raw_affiliation_strings":["Department of Gynecology and Obstetrics, University Hospital Erlangen, FAU, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Gynecology and Obstetrics, University Hospital Erlangen, FAU, Erlangen, Germany","institution_ids":["https://openalex.org/I4210088053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101619735","display_name":"Andreas Maier","orcid":"https://orcid.org/0000-0002-9550-5284"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Maier","raw_affiliation_strings":["Pattern Recognition Lab, Friedrich-Alexander-Universit\u00e4t (FAU) Erlangen-N\u00fcrnberg, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Pattern Recognition Lab, Friedrich-Alexander-Universit\u00e4t (FAU) Erlangen-N\u00fcrnberg, Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089383800","display_name":"Ramona Erber","orcid":"https://orcid.org/0000-0003-0315-1229"},"institutions":[{"id":"https://openalex.org/I4210088053","display_name":"Universit\u00e4tsklinikum Erlangen","ror":"https://ror.org/0030f2a11","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210088053"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ramona Erber","raw_affiliation_strings":["Institute of Pathology, University Hospital Erlangen, FAU, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Pathology, University Hospital Erlangen, FAU, Erlangen, Germany","institution_ids":["https://openalex.org/I4210088053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078127596","display_name":"Bernhard Kainz","orcid":"https://orcid.org/0000-0002-7813-5023"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bernhard Kainz","raw_affiliation_strings":["Department Artificial Intelligence in Biomedical Engineering, FAU, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Department Artificial Intelligence in Biomedical Engineering, FAU, Erlangen, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025681380","display_name":"Katharina Breininger","orcid":"https://orcid.org/0000-0001-7600-5869"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Katharina Breininger","raw_affiliation_strings":["Center for AI and Data Science (CAIDAS), Universit\u00e4t W\u00fcrzburg, W\u00fcrzburg, Germany","Department Artificial Intelligence in Biomedical Engineering, FAU, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Center for AI and Data Science (CAIDAS), Universit\u00e4t W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]},{"raw_affiliation_string":"Department Artificial Intelligence in Biomedical Engineering, FAU, Erlangen, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5091851660"],"corresponding_institution_ids":["https://openalex.org/I181369854"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.406,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.9047733,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"236","last_page":"252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9994999766349792,"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/T10862","display_name":"AI in cancer detection","score":0.9994999766349792,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9872000217437744,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.7851285934448242},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.5915891528129578},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.589741051197052},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5747835636138916},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.41957294940948486},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3956672251224518}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7851285934448242},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.5915891528129578},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.589741051197052},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5747835636138916},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.41957294940948486},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3956672251224518},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-73226-3_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73226-3_14","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2114705035","https://openalex.org/W2533598788","https://openalex.org/W2560406314","https://openalex.org/W2604721644","https://openalex.org/W2772926238","https://openalex.org/W2963920537","https://openalex.org/W3109497814","https://openalex.org/W3121523901","https://openalex.org/W4205206005","https://openalex.org/W4297324618","https://openalex.org/W4312349930","https://openalex.org/W4312933868","https://openalex.org/W4319299947","https://openalex.org/W4386362546","https://openalex.org/W4387602994","https://openalex.org/W4390874260","https://openalex.org/W6600864179","https://openalex.org/W6780043386"],"related_works":["https://openalex.org/W2356229341","https://openalex.org/W2349768204","https://openalex.org/W4313326281","https://openalex.org/W574867512","https://openalex.org/W2387271333","https://openalex.org/W581389233","https://openalex.org/W2361120309","https://openalex.org/W632157940","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}