{"id":"https://openalex.org/W2886060607","doi":"https://doi.org/10.1007/978-3-030-00949-6_7","title":"Capturing Global Spatial Context for Accurate Cell Classification in Skin Cancer Histology","display_name":"Capturing Global Spatial Context for Accurate Cell Classification in Skin Cancer Histology","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2886060607","doi":"https://doi.org/10.1007/978-3-030-00949-6_7","mag":"2886060607"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-00949-6_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00949-6_7","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/A5073182931","display_name":"Konstantinos Zormpas\u2010Petridis","orcid":"https://orcid.org/0000-0002-3371-2915"},"institutions":[{"id":"https://openalex.org/I142947616","display_name":"Institute of Cancer Research","ror":"https://ror.org/043jzw605","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I142947616"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Konstantinos Zormpas-Petridis","raw_affiliation_strings":["Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK"],"affiliations":[{"raw_affiliation_string":"Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK","institution_ids":["https://openalex.org/I142947616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023389345","display_name":"Henrik Failmezger","orcid":null},"institutions":[{"id":"https://openalex.org/I142947616","display_name":"Institute of Cancer Research","ror":"https://ror.org/043jzw605","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I142947616"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Henrik Failmezger","raw_affiliation_strings":["Division of Molecular Pathology, The Institute of Cancer Research, London, UK"],"affiliations":[{"raw_affiliation_string":"Division of Molecular Pathology, The Institute of Cancer Research, London, UK","institution_ids":["https://openalex.org/I142947616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102951270","display_name":"Ioannis Roxanis","orcid":"https://orcid.org/0000-0002-0450-2206"},"institutions":[{"id":"https://openalex.org/I169248724","display_name":"Royal Free London NHS Foundation Trust","ror":"https://ror.org/04rtdp853","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I169248724"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ioannis Roxanis","raw_affiliation_strings":["Royal Free London, NHS, London, UK"],"affiliations":[{"raw_affiliation_string":"Royal Free London, NHS, London, UK","institution_ids":["https://openalex.org/I169248724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019134004","display_name":"Matthew Blackledge","orcid":"https://orcid.org/0000-0001-8117-9003"},"institutions":[{"id":"https://openalex.org/I142947616","display_name":"Institute of Cancer Research","ror":"https://ror.org/043jzw605","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I142947616"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matthew Blackledge","raw_affiliation_strings":["Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK"],"affiliations":[{"raw_affiliation_string":"Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK","institution_ids":["https://openalex.org/I142947616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090563561","display_name":"Yann Jamin","orcid":"https://orcid.org/0000-0003-0350-3757"},"institutions":[{"id":"https://openalex.org/I142947616","display_name":"Institute of Cancer Research","ror":"https://ror.org/043jzw605","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I142947616"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yann Jamin","raw_affiliation_strings":["Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK"],"affiliations":[{"raw_affiliation_string":"Division of Radiotherapy and Imaging, The Institute of Cancer Research, London, UK","institution_ids":["https://openalex.org/I142947616"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011555338","display_name":"Yinyin Yuan","orcid":"https://orcid.org/0000-0002-8556-4707"},"institutions":[{"id":"https://openalex.org/I142947616","display_name":"Institute of Cancer Research","ror":"https://ror.org/043jzw605","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I142947616"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yinyin Yuan","raw_affiliation_strings":["Division of Molecular Pathology, The Institute of Cancer Research, London, UK"],"affiliations":[{"raw_affiliation_string":"Division of Molecular Pathology, The Institute of Cancer Research, London, UK","institution_ids":["https://openalex.org/I142947616"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5073182931"],"corresponding_institution_ids":["https://openalex.org/I142947616"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8121,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.77672956,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"52","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9994999766349792,"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/T10862","display_name":"AI in cancer detection","score":0.9991999864578247,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7813869714736938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6381960511207581},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5552336573600769},{"id":"https://openalex.org/keywords/skin-cancer","display_name":"Skin cancer","score":0.5063148736953735},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"Digital pathology","score":0.4981851577758789},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.45104289054870605},{"id":"https://openalex.org/keywords/melanoma","display_name":"Melanoma","score":0.4493558406829834},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3977752923965454},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.37283164262771606},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36242783069610596},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1815803050994873},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11310374736785889},{"id":"https://openalex.org/keywords/cancer-research","display_name":"Cancer research","score":0.08526310324668884}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7813869714736938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6381960511207581},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5552336573600769},{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.5063148736953735},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.4981851577758789},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.45104289054870605},{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.4493558406829834},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3977752923965454},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.37283164262771606},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36242783069610596},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1815803050994873},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11310374736785889},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.08526310324668884},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-00949-6_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00949-6_7","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1927957397","https://openalex.org/W1980848032","https://openalex.org/W2020239141","https://openalex.org/W2044465660","https://openalex.org/W2057114171","https://openalex.org/W2103243046","https://openalex.org/W2105739910","https://openalex.org/W2110243528","https://openalex.org/W2118246710","https://openalex.org/W2129112648","https://openalex.org/W2150461375","https://openalex.org/W2164765928","https://openalex.org/W2294868278","https://openalex.org/W2302517508","https://openalex.org/W2312404985","https://openalex.org/W2505324173","https://openalex.org/W2606310481","https://openalex.org/W2620578070","https://openalex.org/W2952481429","https://openalex.org/W6640448963"],"related_works":["https://openalex.org/W4290320799","https://openalex.org/W2408887968","https://openalex.org/W2563096758","https://openalex.org/W4386053843","https://openalex.org/W2002004870","https://openalex.org/W3158004940","https://openalex.org/W2972035100","https://openalex.org/W2167582322","https://openalex.org/W3200179079","https://openalex.org/W2742991909"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
