{"id":"https://openalex.org/W2889631437","doi":"https://doi.org/10.1007/978-3-030-00949-6_16","title":"Automatic Detection of Tumor Budding in Colorectal Carcinoma with Deep Learning","display_name":"Automatic Detection of Tumor Budding in Colorectal Carcinoma with Deep Learning","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2889631437","doi":"https://doi.org/10.1007/978-3-030-00949-6_16","mag":"2889631437"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-00949-6_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00949-6_16","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/A5008496769","display_name":"John\u2010Melle Bokhorst","orcid":"https://orcid.org/0000-0001-7231-8833"},"institutions":[{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]},{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"John-Melle Bokhorst","raw_affiliation_strings":["Department of Pathology, Radboud University Medical Center, Nijmegen, Netherlands","Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Pathology, Radboud University Medical Center, Nijmegen, Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]},{"raw_affiliation_string":"Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045805839","display_name":"L. Lucia Rijstenberg","orcid":"https://orcid.org/0000-0001-6672-1343"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]},{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Lucia Rijstenberg","raw_affiliation_strings":["Department of Pathology, Radboud University Medical Center, Nijmegen, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Pathology, Radboud University Medical Center, Nijmegen, Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032996530","display_name":"Danny Goudkade","orcid":null},"institutions":[{"id":"https://openalex.org/I34352273","display_name":"Maastricht University","ror":"https://ror.org/02jz4aj89","country_code":"NL","type":"education","lineage":["https://openalex.org/I34352273"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Danny Goudkade","raw_affiliation_strings":["Department of Pathology, Maastricht University Medical Center, Maastricht, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Pathology, Maastricht University Medical Center, Maastricht, Netherlands","institution_ids":["https://openalex.org/I34352273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046706345","display_name":"Ir\u0131s D. Nagtegaal","orcid":"https://orcid.org/0000-0003-0887-4127"},"institutions":[{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]},{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Iris Nagtegaal","raw_affiliation_strings":["Department of Pathology, Radboud University Medical Center, Nijmegen, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Pathology, Radboud University Medical Center, Nijmegen, Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081003438","display_name":"Jeroen van der Laak","orcid":"https://orcid.org/0000-0001-7982-0754"},"institutions":[{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]},{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jeroen van der Laak","raw_affiliation_strings":["Department of Pathology, Radboud University Medical Center, Nijmegen, Netherlands","Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, Netherlands","Radboud University Medical Centre, Nijmegen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Pathology, Radboud University Medical Center, Nijmegen, Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]},{"raw_affiliation_string":"Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]},{"raw_affiliation_string":"Radboud University Medical Centre, Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002905948","display_name":"Francesco Ciompi","orcid":"https://orcid.org/0000-0001-8327-9606"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]},{"id":"https://openalex.org/I2802934949","display_name":"Radboud University Medical Center","ror":"https://ror.org/05wg1m734","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2802934949"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Francesco Ciompi","raw_affiliation_strings":["Department of Pathology, Radboud University Medical Center, Nijmegen, Netherlands","Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, Netherlands","Radboud University Medical Center, Nijmegen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Pathology, Radboud University Medical Center, Nijmegen, Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]},{"raw_affiliation_string":"Diagnostic Image Analysis Group, Radboud University Medical Center, Nijmegen, Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]},{"raw_affiliation_string":"Radboud University Medical Center, Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5008496769"],"corresponding_institution_ids":["https://openalex.org/I145872427","https://openalex.org/I2802934949"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.0875,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.81497552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"130","last_page":"138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9986000061035156,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/tumor-budding","display_name":"Tumor budding","score":0.7438504099845886},{"id":"https://openalex.org/keywords/h-e-stain","display_name":"H&E stain","score":0.6983987092971802},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.6917072534561157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6275193095207214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6228144764900208},{"id":"https://openalex.org/keywords/immunohistochemistry","display_name":"Immunohistochemistry","score":0.5711486339569092},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5523133277893066},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.5289250612258911},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49454542994499207},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.45199090242385864},{"id":"https://openalex.org/keywords/true-positive-rate","display_name":"True positive rate","score":0.431563138961792},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3464793264865875},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.2821975350379944},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10730206966400146},{"id":"https://openalex.org/keywords/metastasis","display_name":"Metastasis","score":0.10001862049102783}],"concepts":[{"id":"https://openalex.org/C2779188454","wikidata":"https://www.wikidata.org/wiki/Q16948689","display_name":"Tumor budding","level":5,"score":0.7438504099845886},{"id":"https://openalex.org/C125473707","wikidata":"https://www.wikidata.org/wiki/Q9914","display_name":"H&E stain","level":3,"score":0.6983987092971802},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.6917072534561157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6275193095207214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6228144764900208},{"id":"https://openalex.org/C204232928","wikidata":"https://www.wikidata.org/wiki/Q899285","display_name":"Immunohistochemistry","level":2,"score":0.5711486339569092},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5523133277893066},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.5289250612258911},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49454542994499207},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.45199090242385864},{"id":"https://openalex.org/C2989486834","wikidata":"https://www.wikidata.org/wiki/Q3808900","display_name":"True positive rate","level":2,"score":0.431563138961792},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3464793264865875},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.2821975350379944},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10730206966400146},{"id":"https://openalex.org/C2779013556","wikidata":"https://www.wikidata.org/wiki/Q181876","display_name":"Metastasis","level":3,"score":0.10001862049102783},{"id":"https://openalex.org/C2992571226","wikidata":"https://www.wikidata.org/wiki/Q170758","display_name":"Lymph node metastasis","level":4,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-00949-6_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00949-6_16","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:cris.maastrichtuniversity.nl:openaire_cris_publications/dc05304a-dea1-4e1c-951d-ef3753ca9b6e","is_oa":false,"landing_page_url":"https://cris.maastrichtuniversity.nl/en/publications/dc05304a-dea1-4e1c-951d-ef3753ca9b6e","pdf_url":null,"source":{"id":"https://openalex.org/S4306402616","display_name":"Research Publications (Maastricht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I34352273","host_organization_name":"Maastricht University","host_organization_lineage":["https://openalex.org/I34352273"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bokhorst, J M, Rijstenberg, L, Goudkade, D, Nagtegaal, I, van der Laak, J & Ciompi, F 2018, Automatic Detection of Tumor Budding in Colorectal Carcinoma with Deep Learning. in COMPUTATIONAL PATHOLOGY AND OPHTHALMIC MEDICAL IMAGE ANALYSIS. vol. 11039, Springer, Lecture Notes in Computer Science, vol. 11039, pp. 130-138, 1st International Workshop on Computational Pathology (COMPAY) / 5th International Workshop on Ophthalmic Medical Image Analysis (OMIA), 16/09/18. https://doi.org/10.1007/978-3-030-00949-6_16","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1686810756","https://openalex.org/W1788937818","https://openalex.org/W2006648625","https://openalex.org/W2106021780","https://openalex.org/W2593134963","https://openalex.org/W2620163964","https://openalex.org/W6602452458"],"related_works":["https://openalex.org/W2339204668","https://openalex.org/W3135543329","https://openalex.org/W1557094818","https://openalex.org/W2160907113","https://openalex.org/W4287692494","https://openalex.org/W3129715955","https://openalex.org/W3027053746","https://openalex.org/W4378952948","https://openalex.org/W3047594718","https://openalex.org/W4299651861"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
