{"id":"https://openalex.org/W2955570969","doi":"https://doi.org/10.1007/978-3-030-23937-4_8","title":"Automated Segmentation of DCIS in Whole Slide Images","display_name":"Automated Segmentation of DCIS in Whole Slide Images","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2955570969","doi":"https://doi.org/10.1007/978-3-030-23937-4_8","mag":"2955570969"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-23937-4_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-23937-4_8","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://utoronto.scholaris.ca/bitstreams/25acf376-230a-4cb0-b103-acc71cd44ba7/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112415403","display_name":"Nikhil Seth","orcid":null},"institutions":[{"id":"https://openalex.org/I4210167439","display_name":"Sunnybrook Hospital","ror":"https://ror.org/008kn1a71","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1323843004","https://openalex.org/I4210167439"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I4391768120","display_name":"Sunnybrook Research Institute","ror":"https://ror.org/05n0tzs53","country_code":null,"type":"facility","lineage":["https://openalex.org/I1323843004","https://openalex.org/I185261750","https://openalex.org/I4391768120"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Nikhil Seth","raw_affiliation_strings":["Department of Medical Biophysics, University of Toronto, Toronto, Canada","Sunnybrook Research Institute, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Medical Biophysics, University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Sunnybrook Research Institute, Toronto, Canada","institution_ids":["https://openalex.org/I4210167439","https://openalex.org/I4391768120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102885086","display_name":"Shazia Akbar","orcid":"https://orcid.org/0000-0002-1843-3301"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I4391768120","display_name":"Sunnybrook Research Institute","ror":"https://ror.org/05n0tzs53","country_code":null,"type":"facility","lineage":["https://openalex.org/I1323843004","https://openalex.org/I185261750","https://openalex.org/I4391768120"]},{"id":"https://openalex.org/I4210167439","display_name":"Sunnybrook Hospital","ror":"https://ror.org/008kn1a71","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1323843004","https://openalex.org/I4210167439"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shazia Akbar","raw_affiliation_strings":["Department of Medical Biophysics, University of Toronto, Toronto, Canada","Sunnybrook Research Institute, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Medical Biophysics, University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Sunnybrook Research Institute, Toronto, Canada","institution_ids":["https://openalex.org/I4210167439","https://openalex.org/I4391768120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030395215","display_name":"Sharon Nofech\u2010Mozes","orcid":"https://orcid.org/0000-0001-5450-9986"},"institutions":[{"id":"https://openalex.org/I4391768120","display_name":"Sunnybrook Research Institute","ror":"https://ror.org/05n0tzs53","country_code":null,"type":"facility","lineage":["https://openalex.org/I1323843004","https://openalex.org/I185261750","https://openalex.org/I4391768120"]},{"id":"https://openalex.org/I4210167439","display_name":"Sunnybrook Hospital","ror":"https://ror.org/008kn1a71","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1323843004","https://openalex.org/I4210167439"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sharon Nofech-Mozes","raw_affiliation_strings":["Sunnybrook Research Institute, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Sunnybrook Research Institute, Toronto, Canada","institution_ids":["https://openalex.org/I4210167439","https://openalex.org/I4391768120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060263118","display_name":"Sherine Salama","orcid":null},"institutions":[{"id":"https://openalex.org/I4210167439","display_name":"Sunnybrook Hospital","ror":"https://ror.org/008kn1a71","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1323843004","https://openalex.org/I4210167439"]},{"id":"https://openalex.org/I4391768120","display_name":"Sunnybrook Research Institute","ror":"https://ror.org/05n0tzs53","country_code":null,"type":"facility","lineage":["https://openalex.org/I1323843004","https://openalex.org/I185261750","https://openalex.org/I4391768120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sherine Salama","raw_affiliation_strings":["Sunnybrook Research Institute, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Sunnybrook Research Institute, Toronto, Canada","institution_ids":["https://openalex.org/I4210167439","https://openalex.org/I4391768120"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029260213","display_name":"Anne L. Martel","orcid":"https://orcid.org/0000-0003-1375-5501"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I4391768120","display_name":"Sunnybrook Research Institute","ror":"https://ror.org/05n0tzs53","country_code":null,"type":"facility","lineage":["https://openalex.org/I1323843004","https://openalex.org/I185261750","https://openalex.org/I4391768120"]},{"id":"https://openalex.org/I4210167439","display_name":"Sunnybrook Hospital","ror":"https://ror.org/008kn1a71","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1323843004","https://openalex.org/I4210167439"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Anne L. Martel","raw_affiliation_strings":["Department of Medical Biophysics, University of Toronto, Toronto, Canada","Sunnybrook Research Institute, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Medical Biophysics, University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Sunnybrook Research Institute, Toronto, Canada","institution_ids":["https://openalex.org/I4210167439","https://openalex.org/I4391768120"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5112415403"],"corresponding_institution_ids":["https://openalex.org/I185261750","https://openalex.org/I4210167439","https://openalex.org/I4391768120"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.7573,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.92410066,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"67","last_page":"74"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9993000030517578,"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":0.9993000030517578,"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/T10307","display_name":"Head and Neck Cancer Studies","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2733","display_name":"Otorhinolaryngology"},"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/T10885","display_name":"Gene expression and cancer classification","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8432362675666809},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7554543614387512},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.645682156085968},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6280995607376099},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5129003524780273},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4717954993247986},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4671594202518463},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.4650042951107025},{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.42234736680984497}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8432362675666809},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7554543614387512},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.645682156085968},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6280995607376099},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5129003524780273},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4717954993247986},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4671594202518463},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.4650042951107025},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.42234736680984497},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-23937-4_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-23937-4_8","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:utoronto.scholaris.ca:1807/95689","is_oa":true,"landing_page_url":"http://hdl.handle.net/1807/95689","pdf_url":"https://utoronto.scholaris.ca/bitstreams/25acf376-230a-4cb0-b103-acc71cd44ba7/download","source":{"id":"https://openalex.org/S7407055458","display_name":"TSpace","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article Pre-Print"}],"best_oa_location":{"id":"pmh:oai:utoronto.scholaris.ca:1807/95689","is_oa":true,"landing_page_url":"http://hdl.handle.net/1807/95689","pdf_url":"https://utoronto.scholaris.ca/bitstreams/25acf376-230a-4cb0-b103-acc71cd44ba7/download","source":{"id":"https://openalex.org/S7407055458","display_name":"TSpace","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article Pre-Print"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2955570969.pdf","grobid_xml":"https://content.openalex.org/works/W2955570969.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2097998348","https://openalex.org/W2110243528","https://openalex.org/W2766877747","https://openalex.org/W2949117887","https://openalex.org/W2963285578","https://openalex.org/W2964121744"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W2912321008","https://openalex.org/W3037187668","https://openalex.org/W2324368075","https://openalex.org/W1998607122","https://openalex.org/W2972032537","https://openalex.org/W338149487","https://openalex.org/W2112693048","https://openalex.org/W3154107650","https://openalex.org/W4388446985"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5}],"updated_date":"2026-03-17T17:19:04.345684","created_date":"2025-10-10T00:00:00"}
