{"id":"https://openalex.org/W7130709494","doi":"https://doi.org/10.1016/j.pathol.2026.01.311","title":"Transfer learning for image-based classification of filamentous fungi using culture morphology and microscopy images","display_name":"Transfer learning for image-based classification of filamentous fungi using culture morphology and microscopy images","publication_year":2026,"publication_date":"2026-02-01","ids":{"openalex":"https://openalex.org/W7130709494","doi":"https://doi.org/10.1016/j.pathol.2026.01.311"},"language":"en","primary_location":{"id":"doi:10.1016/j.pathol.2026.01.311","doi":"https://doi.org/10.1016/j.pathol.2026.01.311","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.pathol.2026.01.311","pdf_url":null,"source":{"id":"https://openalex.org/S159118581","display_name":"Pathology","issn_l":"0031-3025","issn":["0031-3025","1465-3931"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pathology","raw_type":"journal-article"},"volume":null,"type":"article","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/A5004129192","display_name":"Susy Mathew","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2799732068","display_name":"Royal Prince Alfred Hospital","ror":"https://ror.org/05gpvde20","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I2799732068"]},{"id":"https://openalex.org/I4405270359","display_name":"NSW Health Pathology","ror":"https://ror.org/00hwmnh71","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4405270359"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Susy Mathew","raw_affiliation_strings":["NSW Health Pathology, Royal Prince Alfred Hospital, Sydney, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NSW Health Pathology, Royal Prince Alfred Hospital, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I2799732068","https://openalex.org/I4405270359"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126510971","display_name":"Jon Davis","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1303474014","display_name":"Defence Science and Technology Group","ror":"https://ror.org/05ddrvt52","country_code":"AU","type":"government","lineage":["https://openalex.org/I1303474014","https://openalex.org/I2801453606","https://openalex.org/I3139952251"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jon Davis","raw_affiliation_strings":["Defence Science and Technology Group, Edinburgh, SA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Defence Science and Technology Group, Edinburgh, SA, Australia","institution_ids":["https://openalex.org/I1303474014"]}]},{"author_position":"last","author":{"id":null,"display_name":"Rebecca Davis","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2799732068","display_name":"Royal Prince Alfred Hospital","ror":"https://ror.org/05gpvde20","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I2799732068"]},{"id":"https://openalex.org/I4405270359","display_name":"NSW Health Pathology","ror":"https://ror.org/00hwmnh71","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4405270359"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rebecca Davis","raw_affiliation_strings":["NSW Health Pathology, Royal Prince Alfred Hospital, Sydney, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NSW Health Pathology, Royal Prince Alfred Hospital, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I2799732068","https://openalex.org/I4405270359"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3600,"currency":"USD","value_usd":3600},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09166766,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"58","issue":null,"first_page":"S72","last_page":"S72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.6288999915122986,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.6288999915122986,"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"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.12319999933242798,"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/T10616","display_name":"Smart Agriculture and AI","score":0.03750000149011612,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/filamentous-fungi","display_name":"filamentous fungi","score":0.9200000166893005},{"id":"https://openalex.org/keywords/mold-identification","display_name":"mold identification","score":0.9129999876022339},{"id":"https://openalex.org/keywords/cultural-morphology","display_name":"culture morphology","score":0.8809999823570251},{"id":"https://openalex.org/keywords/microscopy-images","display_name":"microscopic images","score":0.9760000109672546},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.8029999732971191},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9739999771118164},{"id":"https://openalex.org/keywords/automatic-image-classification","display_name":"automated image classification","score":0.7350000143051147},{"id":"https://openalex.org/keywords/fungal-identification","display_name":"fungal identification","score":0.6269999742507935}],"concepts":[{"id":"https://openalex.org/C499950583","wikidata":"https://www.wikidata.org/wiki/Q183252","display_name":"Morphology (biology)","level":2,"score":0.7269999980926514},{"id":"https://openalex.org/C147080431","wikidata":"https://www.wikidata.org/wiki/Q1074953","display_name":"Microscopy","level":2,"score":0.5753999948501587},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.39469999074935913},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.38679999113082886},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.3693000078201294},{"id":"https://openalex.org/C14764753","wikidata":"https://www.wikidata.org/wiki/Q905225","display_name":"Bright-field microscopy","level":3,"score":0.3416999876499176},{"id":"https://openalex.org/C77017923","wikidata":"https://www.wikidata.org/wiki/Q912313","display_name":"Optical microscope","level":3,"score":0.25529998540878296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2459000051021576},{"id":"https://openalex.org/C151193507","wikidata":"https://www.wikidata.org/wiki/Q898815","display_name":"Phase contrast microscopy","level":2,"score":0.2387000024318695},{"id":"https://openalex.org/C12554922","wikidata":"https://www.wikidata.org/wiki/Q7100","display_name":"Biophysics","level":1,"score":0.23100000619888306}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.pathol.2026.01.311","doi":"https://doi.org/10.1016/j.pathol.2026.01.311","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.pathol.2026.01.311","pdf_url":null,"source":{"id":"https://openalex.org/S159118581","display_name":"Pathology","issn_l":"0031-3025","issn":["0031-3025","1465-3931"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pathology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Zero hunger","score":0.5298529267311096,"id":"https://metadata.un.org/sdg/2"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4285295225","https://openalex.org/W4403390954","https://openalex.org/W4410568024","https://openalex.org/W4413469489","https://openalex.org/W6885108398","https://openalex.org/W4296477225","https://openalex.org/W3210462808","https://openalex.org/W4402744425","https://openalex.org/W3115431593","https://openalex.org/W7163805071"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-09-27T08:07:27.782135","created_date":"2026-02-21T00:00:00"}