{"id":"https://openalex.org/W3190792744","doi":null,"title":"Digital Pathology and Artificial Intelligence Integration: Creating Images for Convolutional Neural Networks using the digital image analysis software QuPath.","display_name":"Digital Pathology and Artificial Intelligence Integration: Creating Images for Convolutional Neural Networks using the digital image analysis software QuPath.","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W3190792744","mag":"3190792744"},"language":"en","primary_location":{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/be37f90a-33e0-4fea-a16b-e83fcaff28df","doi":null,"is_oa":false,"landing_page_url":"https://pure.qub.ac.uk/en/publications/be37f90a-33e0-4fea-a16b-e83fcaff28df","pdf_url":null,"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,"listed_in":[],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"James, J, McCombe, K, Craig, S, Rajendran, S, Quezada-Marin, J, Viratham Pulsawatdi, A, Humphries, M, Bingham, V, McQuaid, S, Salto-Tellez, M & Gault, R 2019, 'Digital pathology and artificial intelligence integration: creating images for convolutional neural networks using the digital image analysis software QuPath', 6th Digital Pathology and AI Congress: Europe 2019, London, United Kingdom, 05/12/2019 - 06/12/2019.","raw_type":"info:eu-repo/semantics/conferenceObject"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"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/A5053522042","display_name":"Jacqueline A. James","orcid":"https://orcid.org/0000-0002-6945-6060","observed_orcids":["https://orcid.org/0000-0002-6945-6060"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jacqueline A. James","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089624798","display_name":"Kris D. McCombe","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kris McCombe","raw_affiliation_strings":["School of Medicine, Dentistry and Biomedical Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Dentistry and Biomedical Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001468607","display_name":"Stephanie G. Craig","orcid":"https://orcid.org/0000-0002-5476-751X","observed_orcids":["https://orcid.org/0000-0002-5476-751X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stephanie G. Craig","raw_affiliation_strings":["School of Medicine, Dentistry and Biomedical Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Dentistry and Biomedical Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Simon Rajendran","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Simon Rajendran","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055396594","display_name":"Javier I. Quezada-Mar\u00edn","orcid":"https://orcid.org/0000-0003-3112-3559","observed_orcids":["https://orcid.org/0000-0003-3112-3559"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Javier I. Quezada-Mar\u00edn","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-3112-3559","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075900630","display_name":"Am\u00e9lie Viratham Pulsawatdi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Am\u00e9lie Viratham Pulsawatdi","raw_affiliation_strings":["School of Medicine, Dentistry and Biomedical Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Dentistry and Biomedical Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035699760","display_name":"Matt Humphries","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matt Humphries","raw_affiliation_strings":["School of Medicine, Dentistry and Biomedical Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Dentistry and Biomedical Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066381223","display_name":"Victoria Bingham","orcid":"https://orcid.org/0000-0002-2617-0345","observed_orcids":["https://orcid.org/0000-0002-2617-0345"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Victoria Bingham","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-2617-0345","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048652049","display_name":"Stephen McQuaid","orcid":"https://orcid.org/0000-0003-0794-8569","observed_orcids":["https://orcid.org/0000-0003-0794-8569"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stephen McQuaid","raw_affiliation_strings":["School of Medicine, Dentistry and Biomedical Sciences"],"raw_orcid":"https://orcid.org/0000-0003-0794-8569","affiliations":[{"raw_affiliation_string":"School of Medicine, Dentistry and Biomedical Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045420024","display_name":"Manuel Salto\u2010Tellez","orcid":"https://orcid.org/0000-0001-8586-282X","observed_orcids":["https://orcid.org/0000-0001-8586-282X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manuel Salto\u2010Tellez","raw_affiliation_strings":["School of Medicine, Dentistry and Biomedical Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, Dentistry and Biomedical Sciences","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034054812","display_name":"Richard Gault","orcid":"https://orcid.org/0000-0001-6097-8981","observed_orcids":["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":["School of Electronics, Electrical Engineering and Computer Science"],"raw_orcid":"https://orcid.org/0000-0001-6097-8981","affiliations":[{"raw_affiliation_string":"School of Electronics, Electrical Engineering and Computer Science","institution_ids":["https://openalex.org/I126231945"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9994999766349792,"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":0.9994999766349792,"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/T12859","display_name":"Cell Image Analysis Techniques","score":9.999999747378752e-05,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-pathology","display_name":"digital pathology","score":0.9980000257492065},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.9369999766349792},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9700000286102295},{"id":"https://openalex.org/keywords/qupath","display_name":"QuPath","score":0.9150000214576721},{"id":"https://openalex.org/keywords/image-annotation","display_name":"image annotation","score":0.5450000166893005},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"image segmentation","score":0.36000001430511475},{"id":"https://openalex.org/keywords/histopathological-image-analysis","display_name":"histopathology image analysis","score":0.5640000104904175}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7636457681655884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6894254684448242},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6596707105636597},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.6470293402671814},{"id":"https://openalex.org/C2909954168","wikidata":"https://www.wikidata.org/wiki/Q860755","display_name":"Digital image analysis","level":2,"score":0.6042258143424988},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5967241525650024},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5689778923988342},{"id":"https://openalex.org/C28435686","wikidata":"https://www.wikidata.org/wiki/Q860755","display_name":"Image analysis","level":5,"score":0.559727668762207},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.5482571125030518},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5137122869491577},{"id":"https://openalex.org/C112416745","wikidata":"https://www.wikidata.org/wiki/Q974213","display_name":"Digital imaging","level":5,"score":0.47545525431632996},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44955310225486755},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4073235094547272},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.40490424633026123},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/be37f90a-33e0-4fea-a16b-e83fcaff28df","doi":null,"is_oa":false,"landing_page_url":"https://pure.qub.ac.uk/en/publications/be37f90a-33e0-4fea-a16b-e83fcaff28df","pdf_url":null,"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,"listed_in":[],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"James, J, McCombe, K, Craig, S, Rajendran, S, Quezada-Marin, J, Viratham Pulsawatdi, A, Humphries, M, Bingham, V, McQuaid, S, Salto-Tellez, M & Gault, R 2019, 'Digital pathology and artificial intelligence integration: creating images for convolutional neural networks using the digital image analysis software QuPath', 6th Digital Pathology and AI Congress: Europe 2019, London, United Kingdom, 05/12/2019 - 06/12/2019.","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"mag:3190792744","doi":null,"is_oa":false,"landing_page_url":"https://pure.qub.ac.uk/en/publications/digital-pathology-and-artificial-intelligence-integration-creatin","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"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/W4368249125","https://openalex.org/W2967385525","https://openalex.org/W2902468316","https://openalex.org/W2952481429","https://openalex.org/W6989488260","https://openalex.org/W3159976995","https://openalex.org/W7140120795","https://openalex.org/W2955698927","https://openalex.org/W7162291476","https://openalex.org/W7162781372"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2021-08-16T00:00:00"}
