{"id":"https://openalex.org/W3037205206","doi":"https://doi.org/10.1007/978-3-030-50402-1_15","title":"Digital Image Analysis in Pathology Using DNA Stain: Contributions in Cancer Diagnostics and Development of Prognostic and Theranostic Biomarkers","display_name":"Digital Image Analysis in Pathology Using DNA Stain: Contributions in Cancer Diagnostics and Development of Prognostic and Theranostic Biomarkers","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3037205206","doi":"https://doi.org/10.1007/978-3-030-50402-1_15","mag":"3037205206"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-50402-1_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-50402-1_15","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/A5060395415","display_name":"Soufiane El Hallani","orcid":"https://orcid.org/0009-0009-8414-4151"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Soufiane El Hallani","raw_affiliation_strings":["Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015304965","display_name":"Calum MacAulay","orcid":"https://orcid.org/0000-0003-4440-2792"},"institutions":[{"id":"https://openalex.org/I4210110979","display_name":"Occupational Cancer Research Centre","ror":"https://ror.org/01vs1wb25","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210110979"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Calum MacAulay","raw_affiliation_strings":["British Columbia Cancer Research Centre, Integrative Oncology \u2013 Cancer Imaging Unit, Vancouver, BC, Canada"],"affiliations":[{"raw_affiliation_string":"British Columbia Cancer Research Centre, Integrative Oncology \u2013 Cancer Imaging Unit, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I4210110979"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074008006","display_name":"Martial Guillaud","orcid":"https://orcid.org/0000-0001-8982-2489"},"institutions":[{"id":"https://openalex.org/I4210110979","display_name":"Occupational Cancer Research Centre","ror":"https://ror.org/01vs1wb25","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210110979"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Martial Guillaud","raw_affiliation_strings":["British Columbia Cancer Research Centre, Integrative Oncology \u2013 Cancer Imaging Unit, Vancouver, BC, Canada"],"affiliations":[{"raw_affiliation_string":"British Columbia Cancer Research Centre, Integrative Oncology \u2013 Cancer Imaging Unit, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I4210110979"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060395415"],"corresponding_institution_ids":["https://openalex.org/I154425047"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09742705,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"246","last_page":"263"},"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/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T11970","display_name":"Molecular Biology Techniques and Applications","score":0.986299991607666,"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/digital-pathology","display_name":"Digital pathology","score":0.7336221933364868},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.566132128238678},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.5434184670448303},{"id":"https://openalex.org/keywords/stain","display_name":"Stain","score":0.53557950258255},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5094719529151917},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.5082530379295349},{"id":"https://openalex.org/keywords/chromatin","display_name":"Chromatin","score":0.5071890354156494},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.5007116794586182},{"id":"https://openalex.org/keywords/epigenetics","display_name":"Epigenetics","score":0.44441407918930054},{"id":"https://openalex.org/keywords/histopathology","display_name":"Histopathology","score":0.44283273816108704},{"id":"https://openalex.org/keywords/h-e-stain","display_name":"H&E stain","score":0.43379244208335876},{"id":"https://openalex.org/keywords/fixative","display_name":"Fixative","score":0.4265727996826172},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.35200992226600647},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.34072208404541016},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33595138788223267},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.255026251077652},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23032209277153015},{"id":"https://openalex.org/keywords/dna","display_name":"DNA","score":0.16621875762939453},{"id":"https://openalex.org/keywords/immunohistochemistry","display_name":"Immunohistochemistry","score":0.16062816977500916},{"id":"https://openalex.org/keywords/staining","display_name":"Staining","score":0.14643028378486633},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09547942876815796},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.09520512819290161}],"concepts":[{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.7336221933364868},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.566132128238678},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.5434184670448303},{"id":"https://openalex.org/C2781294515","wikidata":"https://www.wikidata.org/wiki/Q2733470","display_name":"Stain","level":3,"score":0.53557950258255},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5094719529151917},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.5082530379295349},{"id":"https://openalex.org/C83640560","wikidata":"https://www.wikidata.org/wiki/Q180951","display_name":"Chromatin","level":3,"score":0.5071890354156494},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.5007116794586182},{"id":"https://openalex.org/C41091548","wikidata":"https://www.wikidata.org/wiki/Q26939","display_name":"Epigenetics","level":3,"score":0.44441407918930054},{"id":"https://openalex.org/C544855455","wikidata":"https://www.wikidata.org/wiki/Q1070952","display_name":"Histopathology","level":2,"score":0.44283273816108704},{"id":"https://openalex.org/C125473707","wikidata":"https://www.wikidata.org/wiki/Q9914","display_name":"H&E stain","level":3,"score":0.43379244208335876},{"id":"https://openalex.org/C2780848204","wikidata":"https://www.wikidata.org/wiki/Q3127040","display_name":"Fixative","level":3,"score":0.4265727996826172},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.35200992226600647},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.34072208404541016},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33595138788223267},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.255026251077652},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23032209277153015},{"id":"https://openalex.org/C552990157","wikidata":"https://www.wikidata.org/wiki/Q7430","display_name":"DNA","level":2,"score":0.16621875762939453},{"id":"https://openalex.org/C204232928","wikidata":"https://www.wikidata.org/wiki/Q899285","display_name":"Immunohistochemistry","level":2,"score":0.16062816977500916},{"id":"https://openalex.org/C74864618","wikidata":"https://www.wikidata.org/wiki/Q2332446","display_name":"Staining","level":2,"score":0.14643028378486633},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09547942876815796},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.09520512819290161},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-50402-1_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-50402-1_15","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":47,"referenced_works":["https://openalex.org/W172541795","https://openalex.org/W1571792083","https://openalex.org/W1594598895","https://openalex.org/W1856375891","https://openalex.org/W1969660903","https://openalex.org/W1972955523","https://openalex.org/W1995988902","https://openalex.org/W2010399610","https://openalex.org/W2012620812","https://openalex.org/W2016171602","https://openalex.org/W2017507808","https://openalex.org/W2017627183","https://openalex.org/W2078173826","https://openalex.org/W2084422956","https://openalex.org/W2110243528","https://openalex.org/W2111752828","https://openalex.org/W2122474673","https://openalex.org/W2129020851","https://openalex.org/W2129207518","https://openalex.org/W2137167481","https://openalex.org/W2141817946","https://openalex.org/W2160377567","https://openalex.org/W2267844613","https://openalex.org/W2308535929","https://openalex.org/W2329903557","https://openalex.org/W2371560858","https://openalex.org/W2394297301","https://openalex.org/W2410285223","https://openalex.org/W2416896899","https://openalex.org/W2429433653","https://openalex.org/W2432643356","https://openalex.org/W2460590548","https://openalex.org/W2465077057","https://openalex.org/W2509521644","https://openalex.org/W2530952499","https://openalex.org/W2581385317","https://openalex.org/W2759004613","https://openalex.org/W2771113036","https://openalex.org/W2772866754","https://openalex.org/W2774124979","https://openalex.org/W2794803511","https://openalex.org/W2803811188","https://openalex.org/W2807132016","https://openalex.org/W2901946084","https://openalex.org/W2937848504","https://openalex.org/W2953216366","https://openalex.org/W4256713236"],"related_works":["https://openalex.org/W4313339129","https://openalex.org/W2070841971","https://openalex.org/W2892853321","https://openalex.org/W4233735989","https://openalex.org/W4384826841","https://openalex.org/W4310665281","https://openalex.org/W4390098721","https://openalex.org/W4311305828","https://openalex.org/W2331959202","https://openalex.org/W2063882352"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
