{"id":"https://openalex.org/W4414350491","doi":"https://doi.org/10.1007/978-3-032-04984-1_55","title":"Training State-of-the-Art Pathology Foundation Models with\u00a0Orders of\u00a0Magnitude Less Data","display_name":"Training State-of-the-Art Pathology Foundation Models with\u00a0Orders of\u00a0Magnitude Less Data","publication_year":2025,"publication_date":"2025-09-19","ids":{"openalex":"https://openalex.org/W4414350491","doi":"https://doi.org/10.1007/978-3-032-04984-1_55"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-04984-1_55","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-04984-1_55","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/A5085609478","display_name":"Mikhail Karasikov","orcid":"https://orcid.org/0000-0001-6200-5972"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mikhail Karasikov","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008757361","display_name":"Joost van Doorn","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joost van Doorn","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095886639","display_name":"Nicolas K\u00e4nzig","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nicolas K\u00e4nzig","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119675838","display_name":"Melis Erdal Cesur","orcid":"https://orcid.org/0000-0001-8841-1768"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Melis Erdal Cesur","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043980504","display_name":"Hugo M. Horlings","orcid":"https://orcid.org/0000-0003-4782-8828"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hugo Mark Horlings","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Robert Berke","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Robert Berke","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112502245","display_name":"Fei Tang","orcid":"https://orcid.org/0009-0005-4353-3629"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fei Tang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5038717324","display_name":"Sebastian Ot\u00e1lora","orcid":"https://orcid.org/0000-0003-2125-8476"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sebastian Ot\u00e1lora","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5085609478"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":8.0171,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.97624329,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"573","last_page":"583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9945999979972839,"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":0.9391000270843506,"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/training","display_name":"Training (meteorology)","score":0.6115000247955322},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.5554999709129333},{"id":"https://openalex.org/keywords/magnitude","display_name":"Magnitude (astronomy)","score":0.5422000288963318},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.335099995136261}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7903000116348267},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6115000247955322},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.5554999709129333},{"id":"https://openalex.org/C126691448","wikidata":"https://www.wikidata.org/wiki/Q2028919","display_name":"Magnitude (astronomy)","level":2,"score":0.5422000288963318},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4487999975681305},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.335099995136261},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2915000021457672},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2759000062942505},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2637999951839447},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.26170000433921814}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-04984-1_55","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-04984-1_55","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":19,"referenced_works":["https://openalex.org/W1533942137","https://openalex.org/W2329674354","https://openalex.org/W2344480160","https://openalex.org/W2772723798","https://openalex.org/W2806857275","https://openalex.org/W2949226441","https://openalex.org/W2969278648","https://openalex.org/W2974825848","https://openalex.org/W3159481202","https://openalex.org/W3165215947","https://openalex.org/W3173898803","https://openalex.org/W3208642176","https://openalex.org/W3211074487","https://openalex.org/W3214733388","https://openalex.org/W4205900565","https://openalex.org/W4207066074","https://openalex.org/W4386075535","https://openalex.org/W4392947521","https://openalex.org/W4406186620"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}