{"id":"https://openalex.org/W1993760967","doi":"https://doi.org/10.1109/tmi.2013.2265334","title":"Prostate Histopathology: Learning Tissue Component Histograms for Cancer Detection and Classification","display_name":"Prostate Histopathology: Learning Tissue Component Histograms for Cancer Detection and Classification","publication_year":2013,"publication_date":"2013-05-31","ids":{"openalex":"https://openalex.org/W1993760967","doi":"https://doi.org/10.1109/tmi.2013.2265334","mag":"1993760967","pmid":"https://pubmed.ncbi.nlm.nih.gov/23739794"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2013.2265334","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2013.2265334","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5052815414","display_name":"Lena Gorelick","orcid":null},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Lena Gorelick","raw_affiliation_strings":["Departments of Computer Science and Medical Biophysics, and the Robarts Research Institute, University of Western Ontario, London, ONT, Canada","Depts. of Comput. Sci. & Med. Biophys., Univ. of Western Ontario, London, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Computer Science and Medical Biophysics, and the Robarts Research Institute, University of Western Ontario, London, ONT, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Depts. of Comput. Sci. & Med. Biophys., Univ. of Western Ontario, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020352214","display_name":"Olga Veksler","orcid":"https://orcid.org/0000-0002-9664-6601"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Olga Veksler","raw_affiliation_strings":["Department of Computer Science, University of Western Ontario, London, ONT, Canada","Department of Computer Science, University of Western, Ontario, London, ON, Canada#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Western Ontario, London, ONT, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Department of Computer Science, University of Western, Ontario, London, ON, Canada#TAB#","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060699372","display_name":"Mena Gaed","orcid":null},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mena Gaed","raw_affiliation_strings":["Robarts Research Institute, University of Western Ontario, London, ONT, Canada","Robarts Research Institute, University of Western Ontario, London ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robarts Research Institute, University of Western Ontario, London, ONT, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Robarts Research Institute, University of Western Ontario, London ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071439377","display_name":"Jos\u00e9 A. G\u00f3mez","orcid":"https://orcid.org/0000-0001-8148-8308"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jose A. Gomez","raw_affiliation_strings":["Department of Pathology, University of Western Ontario, London, ONT, Canada","Dept. of Pathology, Univ. of Western Ontario, London, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, University of Western Ontario, London, ONT, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Dept. of Pathology, Univ. of Western Ontario, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055091318","display_name":"Madeleine Moussa","orcid":"https://orcid.org/0000-0003-4786-6226"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Madeleine Moussa","raw_affiliation_strings":["Department of Pathology, University of Western Ontario, London, ONT, Canada","Dept. of Pathology, Univ. of Western Ontario, London, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, University of Western Ontario, London, ONT, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Dept. of Pathology, Univ. of Western Ontario, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019768466","display_name":"Glenn Bauman","orcid":"https://orcid.org/0000-0002-5279-7360"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Glenn Bauman","raw_affiliation_strings":["Western University, London, ON, CA","Department of Oncology, University of Western Ontario, London, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western University, London, ON, CA","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Department of Oncology, University of Western Ontario, London, ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045857875","display_name":"Aaron Fenster","orcid":null},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Aaron Fenster","raw_affiliation_strings":["Western University, London, ON, CA","Robarts Research Institute, University of Western Ontario, London ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Western University, London, ON, CA","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Robarts Research Institute, University of Western Ontario, London ON, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113914224","display_name":"Aaron D. Ward","orcid":null},"institutions":[{"id":"https://openalex.org/I131944076","display_name":"Lawson Health Research Institute","ror":"https://ror.org/051gsh239","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I131944076"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Aaron D. Ward","raw_affiliation_strings":["Lawson Health Research Institute, London, ON, CA","Lawson Health Research Institute; London, ON Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawson Health Research Institute, London, ON, CA","institution_ids":[]},{"raw_affiliation_string":"Lawson Health Research Institute; London, ON Canada","institution_ids":["https://openalex.org/I131944076"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.1428,"has_fulltext":false,"cited_by_count":120,"citation_normalized_percentile":{"value":0.98619209,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"32","issue":"10","first_page":"1804","last_page":"1818"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9997000098228455,"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":0.9997000098228455,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/prostatectomy","display_name":"Prostatectomy","score":0.855783224105835},{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"Prostate cancer","score":0.782410740852356},{"id":"https://openalex.org/keywords/histopathology","display_name":"Histopathology","score":0.7493529319763184},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"Digital pathology","score":0.6742371320724487},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6382389664649963},{"id":"https://openalex.org/keywords/prostate","display_name":"Prostate","score":0.5674165487289429},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4992225170135498},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.4984278678894043},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.4499474763870239},{"id":"https://openalex.org/keywords/h-e-stain","display_name":"H&E stain","score":0.4494195580482483},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.410497784614563},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3636058568954468},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.346164345741272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.33218222856521606},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.19133388996124268},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.10204723477363586},{"id":"https://openalex.org/keywords/immunohistochemistry","display_name":"Immunohistochemistry","score":0.07522806525230408}],"concepts":[{"id":"https://openalex.org/C2779466945","wikidata":"https://www.wikidata.org/wiki/Q1765251","display_name":"Prostatectomy","level":4,"score":0.855783224105835},{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.782410740852356},{"id":"https://openalex.org/C544855455","wikidata":"https://www.wikidata.org/wiki/Q1070952","display_name":"Histopathology","level":2,"score":0.7493529319763184},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.6742371320724487},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6382389664649963},{"id":"https://openalex.org/C2776235491","wikidata":"https://www.wikidata.org/wiki/Q9625","display_name":"Prostate","level":3,"score":0.5674165487289429},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4992225170135498},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.4984278678894043},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.4499474763870239},{"id":"https://openalex.org/C125473707","wikidata":"https://www.wikidata.org/wiki/Q9914","display_name":"H&E stain","level":3,"score":0.4494195580482483},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.410497784614563},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3636058568954468},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.346164345741272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33218222856521606},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.19133388996124268},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.10204723477363586},{"id":"https://openalex.org/C204232928","wikidata":"https://www.wikidata.org/wiki/Q899285","display_name":"Immunohistochemistry","level":2,"score":0.07522806525230408},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006652","descriptor_name":"Histological Techniques","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006652","descriptor_name":"Histological Techniques","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006652","descriptor_name":"Histological Techniques","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011467","descriptor_name":"Prostate","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D011467","descriptor_name":"Prostate","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D011467","descriptor_name":"Prostate","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D011467","descriptor_name":"Prostate","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D011467","descriptor_name":"Prostate","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D011467","descriptor_name":"Prostate","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D011468","descriptor_name":"Prostatectomy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011468","descriptor_name":"Prostatectomy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011468","descriptor_name":"Prostatectomy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/tmi.2013.2265334","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2013.2265334","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:23739794","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23739794","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on medical imaging","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.674.6022","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.674.6022","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.csd.uwo.ca/faculty/olga/Papers/TMI_2013_Prostate.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.722.279","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.722.279","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.csd.uwo.ca/%7Eygorelic/TMIsubmission.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334506","display_name":"Canadian Institutes of Health Research","ror":"https://ror.org/01gavpb45"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W48715220","https://openalex.org/W1548953334","https://openalex.org/W1576235636","https://openalex.org/W1578197944","https://openalex.org/W1973693867","https://openalex.org/W1999478155","https://openalex.org/W2003295161","https://openalex.org/W2007359749","https://openalex.org/W2009685382","https://openalex.org/W2030041075","https://openalex.org/W2049032356","https://openalex.org/W2058792133","https://openalex.org/W2060762784","https://openalex.org/W2067191022","https://openalex.org/W2089127932","https://openalex.org/W2089580584","https://openalex.org/W2103658758","https://openalex.org/W2104125540","https://openalex.org/W2105365768","https://openalex.org/W2110248298","https://openalex.org/W2113137767","https://openalex.org/W2119300483","https://openalex.org/W2121947440","https://openalex.org/W2134993189","https://openalex.org/W2142746229","https://openalex.org/W2142827986","https://openalex.org/W2143503452","https://openalex.org/W2143516773","https://openalex.org/W2144730204","https://openalex.org/W2145073242","https://openalex.org/W2146655125","https://openalex.org/W2151103935","https://openalex.org/W2155871590","https://openalex.org/W2156398782","https://openalex.org/W2160738726","https://openalex.org/W2162253476","https://openalex.org/W2164598857","https://openalex.org/W2169517070","https://openalex.org/W2171621204","https://openalex.org/W2237393532","https://openalex.org/W2538088403","https://openalex.org/W2545985378","https://openalex.org/W4233127461","https://openalex.org/W4285719527","https://openalex.org/W6601992809","https://openalex.org/W6632792525","https://openalex.org/W6634759621","https://openalex.org/W6634886587","https://openalex.org/W6681651645","https://openalex.org/W6728620832"],"related_works":["https://openalex.org/W1986945230","https://openalex.org/W3055032190","https://openalex.org/W3039673966","https://openalex.org/W2065857975","https://openalex.org/W4386103331","https://openalex.org/W3012179402","https://openalex.org/W4214718886","https://openalex.org/W2125942968","https://openalex.org/W4288034278","https://openalex.org/W4387618892"],"abstract_inverted_index":{"Radical":[0],"prostatectomy":[1,18,149],"is":[2,65],"performed":[3],"on":[4,57,180],"approximately":[5],"40%":[6],"of":[7,72,88,95,105,121,142,154],"men":[8],"with":[9],"organ-confined":[10],"prostate":[11,52,181],"cancer.":[12,129],"Pathologic":[13],"information":[14,23,82],"obtained":[15],"from":[16,138,147],"the":[17,69,77,84,113,159,188],"specimen":[19],"provides":[20,100],"important":[21],"prognostic":[22],"and":[24,46,55,76,86,125,156,163],"guides":[25],"recommendations":[26],"for":[27,50,79,158,190],"adjuvant":[28],"treatment.":[29],"The":[30,98,110],"current":[31],"pathology":[32,140],"protocol":[33],"in":[34],"most":[35],"centers":[36],"involves":[37],"primarily":[38],"qualitative":[39],"assessment.":[40],"In":[41],"this":[42],"paper,":[43],"we":[44],"describe":[45],"evaluate":[47],"our":[48,132],"system":[49,91,133,171],"automatic":[51],"cancer":[53,122,160,178],"detection":[54],"grading":[56],"hematoxylin":[58],"&":[59],"eosin-stained":[60],"tissue":[61,81,102,114,145],"images.":[62],"Our":[63,90],"approach":[64],"intended":[66],"to":[67,117],"address":[68],"dual":[70],"challenges":[71],"large":[73],"data":[74],"size":[75],"need":[78],"high-level":[80,101],"about":[83],"locations":[85],"grades":[87],"tumors.":[89],"uses":[92,112],"two":[93],"stages":[94],"AdaBoost-based":[96],"classification.":[97],"first":[99,174],"component":[103,115],"labeling":[104,116],"a":[106,119,173],"superpixel":[107],"image":[108],"partitioning.":[109],"second":[111],"provide":[118],"classification":[120,167],"versus":[123,127,161,165],"noncancer,":[124],"low-grade":[126,166],"high-grade":[128,164],"We":[130,151],"evaluated":[131],"using":[134],"991":[135],"sub-images":[136],"extracted":[137],"digital":[139,182],"images":[141],"50":[143],"whole-mount":[144],"sections":[146],"15":[148],"patients.":[150],"measured":[152],"accuracies":[153],"90%":[155],"85%":[157],"noncancer":[162],"tasks,":[168],"respectively.":[169],"This":[170],"represents":[172],"step":[175],"toward":[176],"automated":[177],"quantification":[179],"histopathology":[183],"imaging,":[184],"which":[185],"could":[186],"pave":[187],"way":[189],"more":[191],"accurately":[192],"informed":[193],"postprostatectomy":[194],"patient":[195],"care.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":19},{"year":2016,"cited_by_count":13},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}