{"id":"https://openalex.org/W3041309819","doi":"https://doi.org/10.1007/978-3-030-59722-1_34","title":"StyPath: Style-Transfer Data Augmentation for Robust Histology Image Classification","display_name":"StyPath: Style-Transfer Data Augmentation for Robust Histology Image Classification","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3041309819","doi":"https://doi.org/10.1007/978-3-030-59722-1_34","mag":"3041309819"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-59722-1_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59722-1_34","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2007.05008","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060060936","display_name":"Pietro Antonio Cicalese","orcid":"https://orcid.org/0000-0002-6620-2911"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Pietro Antonio Cicalese","raw_affiliation_strings":["Department of Biomedical Engineering, University of Houston, Houston, USA","Department of Electrical Engineering, University of Houston, Houston, USA","University of Houston"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Houston, Houston, USA","institution_ids":["https://openalex.org/I44461941"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of Houston, Houston, USA","institution_ids":["https://openalex.org/I44461941"]},{"raw_affiliation_string":"University of Houston","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080296240","display_name":"Aryan Mobiny","orcid":"https://orcid.org/0000-0002-6040-4264"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aryan Mobiny","raw_affiliation_strings":["Department of Electrical Engineering, University of Houston, Houston, USA","Dept of Electrical Engineering, University of Houston, Houston, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Houston, Houston, USA","institution_ids":["https://openalex.org/I44461941"]},{"raw_affiliation_string":"Dept of Electrical Engineering, University of Houston, Houston, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077363470","display_name":"Pengyu Yuan","orcid":"https://orcid.org/0000-0002-9589-411X"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pengyu Yuan","raw_affiliation_strings":["Department of Electrical Engineering, University of Houston, Houston, USA","Dept of Electrical Engineering, University of Houston, Houston, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Houston, Houston, USA","institution_ids":["https://openalex.org/I44461941"]},{"raw_affiliation_string":"Dept of Electrical Engineering, University of Houston, Houston, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050600090","display_name":"Jan U. Becker","orcid":"https://orcid.org/0000-0003-2929-8085"},"institutions":[{"id":"https://openalex.org/I4210153755","display_name":"University Hospital Cologne","ror":"https://ror.org/05mxhda18","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210153755"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Becker","raw_affiliation_strings":["Institute of Pathology, University Hospital of Cologne, Cologne, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Pathology, University Hospital of Cologne, Cologne, Germany","institution_ids":["https://openalex.org/I4210153755"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042585597","display_name":"Chandra Mohan","orcid":"https://orcid.org/0000-0001-7896-5740"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chandra Mohan","raw_affiliation_strings":["Department of Biomedical Engineering, University of Houston, Houston, USA","Department of biomedical engineering, University of Houston, Houston, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Houston, Houston, USA","institution_ids":["https://openalex.org/I44461941"]},{"raw_affiliation_string":"Department of biomedical engineering, University of Houston, Houston, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101985554","display_name":"Hien Van Nguyen","orcid":"https://orcid.org/0000-0001-7280-2182"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hien Van Nguyen","raw_affiliation_strings":["Department of Electrical Engineering, University of Houston, Houston, USA","Dept of Electrical Engineering, University of Houston, Houston, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Houston, Houston, USA","institution_ids":["https://openalex.org/I44461941"]},{"raw_affiliation_string":"Dept of Electrical Engineering, University of Houston, Houston, USA","institution_ids":["https://openalex.org/I44461941"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5060060936"],"corresponding_institution_ids":["https://openalex.org/I44461941"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8241,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75277139,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"351","last_page":"361"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9991000294685364,"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":0.9991000294685364,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.994700014591217,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9940000176429749,"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":0.6987086534500122},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5970995426177979},{"id":"https://openalex.org/keywords/stain","display_name":"Stain","score":0.5930749177932739},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5020725727081299},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4681791365146637},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4157485365867615},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3256390690803528},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.22818154096603394},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17440670728683472}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6987086534500122},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5970995426177979},{"id":"https://openalex.org/C2781294515","wikidata":"https://www.wikidata.org/wiki/Q2733470","display_name":"Stain","level":3,"score":0.5930749177932739},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5020725727081299},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4681791365146637},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4157485365867615},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3256390690803528},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.22818154096603394},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17440670728683472},{"id":"https://openalex.org/C74864618","wikidata":"https://www.wikidata.org/wiki/Q2332446","display_name":"Staining","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-59722-1_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59722-1_34","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:arXiv.org:2007.05008","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2007.05008","pdf_url":"https://arxiv.org/pdf/2007.05008","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"mag:3041309819","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2007.05008.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2007.05008","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2007.05008","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2007.05008","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2007.05008","pdf_url":"https://arxiv.org/pdf/2007.05008","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W601603264","https://openalex.org/W1563795667","https://openalex.org/W1567512734","https://openalex.org/W1686810756","https://openalex.org/W1924619199","https://openalex.org/W1998493994","https://openalex.org/W2054219598","https://openalex.org/W2132162500","https://openalex.org/W2139659795","https://openalex.org/W2264887978","https://openalex.org/W2557283755","https://openalex.org/W2772926238","https://openalex.org/W2802170880","https://openalex.org/W2950968959","https://openalex.org/W2952610664","https://openalex.org/W2953374819","https://openalex.org/W2962788215","https://openalex.org/W2962793691","https://openalex.org/W2962858109","https://openalex.org/W2963920537","https://openalex.org/W2964059111","https://openalex.org/W2968600287","https://openalex.org/W2969278648","https://openalex.org/W6601781608"],"related_works":["https://openalex.org/W3093389376","https://openalex.org/W3092224781","https://openalex.org/W3041449742","https://openalex.org/W2883569951","https://openalex.org/W2962793691","https://openalex.org/W3203878718","https://openalex.org/W3082317190","https://openalex.org/W3199608254","https://openalex.org/W3195127593","https://openalex.org/W3044196349","https://openalex.org/W3091429308","https://openalex.org/W3089691371","https://openalex.org/W2679674811","https://openalex.org/W2974732713","https://openalex.org/W3029616705","https://openalex.org/W2575678364","https://openalex.org/W2737485754","https://openalex.org/W2915660515","https://openalex.org/W3132104402","https://openalex.org/W2883286195"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2022-07-26T00:00:00"}
