{"id":"https://openalex.org/W2809883193","doi":"https://doi.org/10.1007/978-3-319-91211-0_34","title":"Semantic Segmentation of Colon Glands in\u00a0Inflammatory Bowel Disease Biopsies","display_name":"Semantic Segmentation of Colon Glands in\u00a0Inflammatory Bowel Disease Biopsies","publication_year":2018,"publication_date":"2018-06-05","ids":{"openalex":"https://openalex.org/W2809883193","doi":"https://doi.org/10.1007/978-3-319-91211-0_34","mag":"2809883193"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-91211-0_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-91211-0_34","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5053741315","display_name":"Zhaoxuan Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhaoxuan Ma","raw_affiliation_strings":["Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, USA","Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, USA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, USA","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076314803","display_name":"\u017baneta \u015awiderska-Chadaj","orcid":"https://orcid.org/0000-0003-2115-9822"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Zaneta Swiderska-Chadaj","raw_affiliation_strings":["Faculty of Electrical Engineering, Warsaw Technical University, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, Warsaw Technical University, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007730632","display_name":"Nathan Ing","orcid":null},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathan Ing","raw_affiliation_strings":["Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, USA","Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, USA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, USA","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029397257","display_name":"Hootan Salemi","orcid":null},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hootan Salemi","raw_affiliation_strings":["Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, USA","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035961257","display_name":"Dermot McGovern","orcid":"https://orcid.org/0000-0001-5621-759X"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dermot McGovern","raw_affiliation_strings":["Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, USA","Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, USA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, USA","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060130342","display_name":"Beatrice S. Knudsen","orcid":"https://orcid.org/0000-0002-7589-7591"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Beatrice Knudsen","raw_affiliation_strings":["Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, USA","Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, USA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, USA","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012620880","display_name":"Arkadiusz Gertych","orcid":"https://orcid.org/0000-0002-3107-602X"},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Arkadiusz Gertych","raw_affiliation_strings":["Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, USA","Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, USA"],"affiliations":[{"raw_affiliation_string":"Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, USA","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, USA","institution_ids":["https://openalex.org/I1282927834"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5012620880"],"corresponding_institution_ids":["https://openalex.org/I1282927834"],"apc_list":null,"apc_paid":null,"fwci":1.0875,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80668669,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"379","last_page":"392"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9980000257492065,"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":0.9980000257492065,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9923999905586243,"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"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9854999780654907,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6355801224708557},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.618491530418396},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6107156276702881},{"id":"https://openalex.org/keywords/biopsy","display_name":"Biopsy","score":0.5669424533843994},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5556986927986145},{"id":"https://openalex.org/keywords/lumen","display_name":"Lumen (anatomy)","score":0.49736931920051575},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4860139489173889},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4849086403846741},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"Digital pathology","score":0.48444536328315735},{"id":"https://openalex.org/keywords/h-e-stain","display_name":"H&E stain","score":0.4796314835548401},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.43143680691719055},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4153429865837097},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2966190576553345},{"id":"https://openalex.org/keywords/staining","display_name":"Staining","score":0.14074894785881042},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.1166178286075592}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6355801224708557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.618491530418396},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6107156276702881},{"id":"https://openalex.org/C2775934546","wikidata":"https://www.wikidata.org/wiki/Q179991","display_name":"Biopsy","level":2,"score":0.5669424533843994},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5556986927986145},{"id":"https://openalex.org/C131631996","wikidata":"https://www.wikidata.org/wiki/Q1141325","display_name":"Lumen (anatomy)","level":2,"score":0.49736931920051575},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4860139489173889},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4849086403846741},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.48444536328315735},{"id":"https://openalex.org/C125473707","wikidata":"https://www.wikidata.org/wiki/Q9914","display_name":"H&E stain","level":3,"score":0.4796314835548401},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.43143680691719055},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4153429865837097},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2966190576553345},{"id":"https://openalex.org/C74864618","wikidata":"https://www.wikidata.org/wiki/Q2332446","display_name":"Staining","level":2,"score":0.14074894785881042},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.1166178286075592},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-91211-0_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-91211-0_34","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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":21,"referenced_works":["https://openalex.org/W1820655337","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2014648620","https://openalex.org/W2124592697","https://openalex.org/W2128889398","https://openalex.org/W2155893237","https://openalex.org/W2288892845","https://openalex.org/W2338609790","https://openalex.org/W2401520370","https://openalex.org/W2432020924","https://openalex.org/W2485003330","https://openalex.org/W2519564115","https://openalex.org/W2526499595","https://openalex.org/W2561675875","https://openalex.org/W2592929672","https://openalex.org/W2675179363","https://openalex.org/W2762006829","https://openalex.org/W2792527495","https://openalex.org/W2903866590","https://openalex.org/W2963591617"],"related_works":["https://openalex.org/W2065857975","https://openalex.org/W4386103331","https://openalex.org/W3012179402","https://openalex.org/W4214718886","https://openalex.org/W3185156046","https://openalex.org/W2125942968","https://openalex.org/W4288034278","https://openalex.org/W4387618892","https://openalex.org/W2922305141","https://openalex.org/W4378952948"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-01-15T23:16:33.117629","created_date":"2025-10-10T00:00:00"}
