{"id":"https://openalex.org/W4401592524","doi":"https://doi.org/10.1007/978-3-031-67285-9_17","title":"Using GANs to\u00a0Visualise Class-Specific Features in\u00a0Digital Histopathology Images","display_name":"Using GANs to\u00a0Visualise Class-Specific Features in\u00a0Digital Histopathology Images","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401592524","doi":"https://doi.org/10.1007/978-3-031-67285-9_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-67285-9_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-67285-9_17","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":true,"oa_status":"green","oa_url":"https://pureadmin.qub.ac.uk/ws/files/592793422/PathologyAC_GAN_AIIH_AAM.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056300174","display_name":"Catherine A. Little","orcid":"https://orcid.org/0000-0001-6720-943X"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Catherine Little","raw_affiliation_strings":["Queen\u2019s University, Belfast, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen\u2019s University, Belfast, UK","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034054812","display_name":"Richard Gault","orcid":"https://orcid.org/0000-0001-6097-8981"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard Gault","raw_affiliation_strings":["Queen\u2019s University, Belfast, UK"],"raw_orcid":"https://orcid.org/0000-0001-6097-8981","affiliations":[{"raw_affiliation_string":"Queen\u2019s University, Belfast, UK","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001468607","display_name":"Stephanie G. Craig","orcid":"https://orcid.org/0000-0002-5476-751X"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stephanie Craig","raw_affiliation_strings":["Queen\u2019s University, Belfast, UK"],"raw_orcid":"https://orcid.org/0000-0002-5476-751X","affiliations":[{"raw_affiliation_string":"Queen\u2019s University, Belfast, UK","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053522042","display_name":"Jacqueline A. James","orcid":null},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jacqueline James","raw_affiliation_strings":["Queen\u2019s University, Belfast, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen\u2019s University, Belfast, UK","institution_ids":["https://openalex.org/I126231945"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5056300174"],"corresponding_institution_ids":["https://openalex.org/I126231945"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.749,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71000958,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"235","last_page":"247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9914000034332275,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9746000170707703,"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":0.8311262130737305},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6340364813804626},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.5558096170425415},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5515536665916443},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5219211578369141},{"id":"https://openalex.org/keywords/digital-image","display_name":"Digital image","score":0.4448970854282379},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32064223289489746},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2715083956718445},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2064521610736847}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8311262130737305},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6340364813804626},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.5558096170425415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5515536665916443},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5219211578369141},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.4448970854282379},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32064223289489746},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2715083956718445},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2064521610736847}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-67285-9_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-67285-9_17","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:pure.qub.ac.uk/portal:openaire/3fd9e98c-4e22-4499-84ae-9330c404c0d4","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/3fd9e98c-4e22-4499-84ae-9330c404c0d4","pdf_url":"https://pureadmin.qub.ac.uk/ws/files/592793422/PathologyAC_GAN_AIIH_AAM.pdf","source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Little, C, Gault, R, Craig, S & James, J 2024, Using GANs to visualise class-specific features in digital histopathology images. in AIiH 2024: International Conference on AI in Healthcare: Proceedings. Springer Lecture Notes in Computer Science, vol. 14976, Springer, pp. 235-247, AIiH 2024: International Conference on AI in Healthcare, Swansea, United Kingdom, 04/09/2024. https://doi.org/10.1007/978-3-031-67285-9_17","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:pure.qub.ac.uk/portal:openaire/3fd9e98c-4e22-4499-84ae-9330c404c0d4","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/3fd9e98c-4e22-4499-84ae-9330c404c0d4","pdf_url":"https://pureadmin.qub.ac.uk/ws/files/592793422/PathologyAC_GAN_AIIH_AAM.pdf","source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Little, C, Gault, R, Craig, S & James, J 2024, Using GANs to visualise class-specific features in digital histopathology images. in AIiH 2024: International Conference on AI in Healthcare: Proceedings. Springer Lecture Notes in Computer Science, vol. 14976, Springer, pp. 235-247, AIiH 2024: International Conference on AI in Healthcare, Swansea, United Kingdom, 04/09/2024. https://doi.org/10.1007/978-3-031-67285-9_17","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401592524.pdf","grobid_xml":"https://content.openalex.org/works/W4401592524.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W2506561330","https://openalex.org/W2571330898","https://openalex.org/W2770931834","https://openalex.org/W2925261789","https://openalex.org/W2962770929","https://openalex.org/W4297398347","https://openalex.org/W6608993855"],"related_works":["https://openalex.org/W2755342338","https://openalex.org/W2775347418","https://openalex.org/W2779427294","https://openalex.org/W2625805835","https://openalex.org/W2079911747","https://openalex.org/W3116076068","https://openalex.org/W2069885731","https://openalex.org/W2563206327","https://openalex.org/W2108687567","https://openalex.org/W2368454205"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
