{"id":"https://openalex.org/W7117995529","doi":"https://doi.org/10.1007/978-3-032-12840-9_22","title":"Assessing Foundation Models for\u00a0Mold Colony Detection with\u00a0Limited Training Data","display_name":"Assessing Foundation Models for\u00a0Mold Colony Detection with\u00a0Limited Training Data","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7117995529","doi":"https://doi.org/10.1007/978-3-032-12840-9_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-12840-9_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-12840-9_22","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/A5121772962","display_name":"Henrik Pichler","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107206","display_name":"Biobyte Solutions (Germany)","ror":"https://ror.org/01r8nn991","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210107206"]},{"id":"https://openalex.org/I4210113249","display_name":"BioTeSys (Germany)","ror":"https://ror.org/0266fnb18","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210113249"]},{"id":"https://openalex.org/I913140155","display_name":"Offenburg University of Applied Sciences","ror":"https://ror.org/03zh5eq96","country_code":"DE","type":"education","lineage":["https://openalex.org/I913140155"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Henrik Pichler","raw_affiliation_strings":["BioStates GmbH, Baden-Baden, Germany","Offenburg University of Applied Sciences, Offenburg, Germany"],"affiliations":[{"raw_affiliation_string":"BioStates GmbH, Baden-Baden, Germany","institution_ids":["https://openalex.org/I4210113249","https://openalex.org/I4210107206"]},{"raw_affiliation_string":"Offenburg University of Applied Sciences, Offenburg, Germany","institution_ids":["https://openalex.org/I913140155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083785142","display_name":"Janis Keuper","orcid":"https://orcid.org/0000-0002-1327-1243"},"institutions":[{"id":"https://openalex.org/I913140155","display_name":"Offenburg University of Applied Sciences","ror":"https://ror.org/03zh5eq96","country_code":"DE","type":"education","lineage":["https://openalex.org/I913140155"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Janis Keuper","raw_affiliation_strings":["Offenburg University of Applied Sciences, Offenburg, Germany"],"affiliations":[{"raw_affiliation_string":"Offenburg University of Applied Sciences, Offenburg, Germany","institution_ids":["https://openalex.org/I913140155"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065647350","display_name":"Matthew J. Copping","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107206","display_name":"Biobyte Solutions (Germany)","ror":"https://ror.org/01r8nn991","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210107206"]},{"id":"https://openalex.org/I4210113249","display_name":"BioTeSys (Germany)","ror":"https://ror.org/0266fnb18","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210113249"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthew Copping","raw_affiliation_strings":["BioStates GmbH, Baden-Baden, Germany"],"affiliations":[{"raw_affiliation_string":"BioStates GmbH, Baden-Baden, Germany","institution_ids":["https://openalex.org/I4210113249","https://openalex.org/I4210107206"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5121772962"],"corresponding_institution_ids":["https://openalex.org/I4210107206","https://openalex.org/I4210113249","https://openalex.org/I913140155"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21052632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"337","last_page":"352"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9406999945640564,"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"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9406999945640564,"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"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.00559999980032444,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10593","display_name":"Bacterial biofilms and quorum sensing","score":0.0032999999821186066,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/benchmark","display_name":"Benchmark (surveying)","score":0.6453999876976013},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5785999894142151},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5590000152587891},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5511999726295471},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.5358999967575073},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.37779998779296875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.906000018119812},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6453999876976013},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5785999894142151},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5590000152587891},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5511999726295471},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.5358999967575073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5149999856948853},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4528999924659729},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.37779998779296875},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.37529999017715454},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.36000001430511475},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.334199994802475},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.3280999958515167},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.31679999828338623},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30300000309944153},{"id":"https://openalex.org/C2779982483","wikidata":"https://www.wikidata.org/wiki/Q6094420","display_name":"Iterative refinement","level":2,"score":0.2856999933719635},{"id":"https://openalex.org/C143587482","wikidata":"https://www.wikidata.org/wiki/Q1543216","display_name":"Iterative and incremental development","level":2,"score":0.28360000252723694}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-032-12840-9_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-12840-9_22","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:opus.hs-offenburg.de:11830","is_oa":false,"landing_page_url":"https://opus.hs-offenburg.de/frontdoor/index/index/docId/11830","pdf_url":null,"source":{"id":"https://openalex.org/S4377196587","display_name":"Opus-HSO (Offenburg University of Applied Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I913140155","host_organization_name":"Offenburg University of Applied Sciences","host_organization_lineage":["https://openalex.org/I913140155"],"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":"doc-type:conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2108598243","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2612573399","https://openalex.org/W2755092768","https://openalex.org/W2910453440","https://openalex.org/W2962835968","https://openalex.org/W2963150697","https://openalex.org/W3004173949","https://openalex.org/W3195577433","https://openalex.org/W4223899585","https://openalex.org/W4229042118","https://openalex.org/W4281709991","https://openalex.org/W4289241719","https://openalex.org/W4308831279","https://openalex.org/W4311862077","https://openalex.org/W4312443924","https://openalex.org/W4366779562","https://openalex.org/W4386071535","https://openalex.org/W4388823657","https://openalex.org/W4401307635","https://openalex.org/W4403770406","https://openalex.org/W4404460707","https://openalex.org/W4404694076"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-02T23:15:32.796280","created_date":"2026-01-02T00:00:00"}
