{"id":"https://openalex.org/W3046260843","doi":"https://doi.org/10.1007/978-3-030-59713-9_31","title":"CorrSigNet: Learning CORRelated Prostate Cancer SIGnatures from Radiology and Pathology Images for Improved Computer Aided Diagnosis","display_name":"CorrSigNet: Learning CORRelated Prostate Cancer SIGnatures from Radiology and Pathology Images for Improved Computer Aided Diagnosis","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3046260843","doi":"https://doi.org/10.1007/978-3-030-59713-9_31","mag":"3046260843"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-59713-9_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59713-9_31","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://pure.au.dk/portal/en/publications/0e3cc1e6-ef8c-460b-b425-17f14f4f94f7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067806540","display_name":"Indrani Bhattacharya","orcid":"https://orcid.org/0000-0003-1557-6961"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Indrani Bhattacharya","raw_affiliation_strings":["Department of Radiology, School of Medicine, Stanford University, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, School of Medicine, Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038397423","display_name":"Arun Seetharaman","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arun Seetharaman","raw_affiliation_strings":["Department of Electrical Engineering, Stanford University, Stanford, USA","Dept. of Electrical Eng., Stanford University, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Dept. of Electrical Eng., Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080641513","display_name":"Wei Shao","orcid":"https://orcid.org/0000-0003-4931-4839"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Shao","raw_affiliation_strings":["Department of Radiology, School of Medicine, Stanford University, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, School of Medicine, Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014944483","display_name":"Rewa Sood","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rewa Sood","raw_affiliation_strings":["Department of Electrical Engineering, Stanford University, Stanford, USA","Dept. of Electrical Eng., Stanford University, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Dept. of Electrical Eng., Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067101935","display_name":"Christian A. Kunder","orcid":"https://orcid.org/0000-0003-1514-7550"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christian A. Kunder","raw_affiliation_strings":["Department of Pathology, School of Medicine, Stanford University, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Pathology, School of Medicine, Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063971801","display_name":"Richard E. Fan","orcid":"https://orcid.org/0000-0001-7716-0377"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard E. Fan","raw_affiliation_strings":["Department of Urology, School of Medicine, Stanford University, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Urology, School of Medicine, Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015490045","display_name":"Simon John Christoph Soerensen","orcid":"https://orcid.org/0000-0002-5763-8297"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["DK","US"],"is_corresponding":false,"raw_author_name":"Simon John Christoph Soerensen","raw_affiliation_strings":["Department of Urology, Aarhus University, Aarhus, Denmark","Department of Urology, School of Medicine, Stanford University, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Urology, Aarhus University, Aarhus, Denmark","institution_ids":["https://openalex.org/I204337017"]},{"raw_affiliation_string":"Department of Urology, School of Medicine, Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081763257","display_name":"Jeffrey B. Wang","orcid":"https://orcid.org/0000-0002-8933-9822"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey B. Wang","raw_affiliation_strings":["Department of Radiology, School of Medicine, Stanford University, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, School of Medicine, Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000304926","display_name":"Pejman Ghanouni","orcid":"https://orcid.org/0000-0002-6393-0964"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pejman Ghanouni","raw_affiliation_strings":["Department of Radiology, School of Medicine, Stanford University, Stanford, USA","Department of Urology, School of Medicine, Stanford University, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, School of Medicine, Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Department of Urology, School of Medicine, Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012967644","display_name":"Nikola C. Teslovich","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nikola C. Teslovich","raw_affiliation_strings":["Department of Urology, School of Medicine, Stanford University, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Urology, School of Medicine, Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022762690","display_name":"James D. Brooks","orcid":"https://orcid.org/0000-0003-4521-7505"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James D. Brooks","raw_affiliation_strings":["Department of Urology, School of Medicine, Stanford University, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Urology, School of Medicine, Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051120030","display_name":"Geoffrey A. Sonn","orcid":"https://orcid.org/0000-0002-0850-1956"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Geoffrey A. Sonn","raw_affiliation_strings":["Department of Radiology, School of Medicine, Stanford University, Stanford, USA","Department of Urology, School of Medicine, Stanford University, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, School of Medicine, Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Department of Urology, School of Medicine, Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049258203","display_name":"Mirabela Rusu","orcid":"https://orcid.org/0000-0002-0372-0367"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mirabela Rusu","raw_affiliation_strings":["Department of Radiology, School of Medicine, Stanford University, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, School of Medicine, Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5067806540"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":6.9019,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.96833713,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"315","last_page":"325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10124","display_name":"Prostate Cancer Diagnosis and Treatment","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10124","display_name":"Prostate Cancer Diagnosis and Treatment","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.991100013256073,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9889000058174133,"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/prostate-cancer","display_name":"Prostate cancer","score":0.8550502061843872},{"id":"https://openalex.org/keywords/prostatectomy","display_name":"Prostatectomy","score":0.8039857745170593},{"id":"https://openalex.org/keywords/histopathology","display_name":"Histopathology","score":0.7931597828865051},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.6320927739143372},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6080698370933533},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.5822238326072693},{"id":"https://openalex.org/keywords/prostate","display_name":"Prostate","score":0.5142599940299988},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.5067244172096252},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.505237877368927},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.42831093072891235},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39922595024108887},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.3282385468482971},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.28607165813446045},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.13003847002983093}],"concepts":[{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.8550502061843872},{"id":"https://openalex.org/C2779466945","wikidata":"https://www.wikidata.org/wiki/Q1765251","display_name":"Prostatectomy","level":4,"score":0.8039857745170593},{"id":"https://openalex.org/C544855455","wikidata":"https://www.wikidata.org/wiki/Q1070952","display_name":"Histopathology","level":2,"score":0.7931597828865051},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.6320927739143372},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6080698370933533},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.5822238326072693},{"id":"https://openalex.org/C2776235491","wikidata":"https://www.wikidata.org/wiki/Q9625","display_name":"Prostate","level":3,"score":0.5142599940299988},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.5067244172096252},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.505237877368927},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.42831093072891235},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39922595024108887},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.3282385468482971},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.28607165813446045},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.13003847002983093}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/978-3-030-59713-9_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-59713-9_31","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:pure.atira.dk:openaire/0e3cc1e6-ef8c-460b-b425-17f14f4f94f7","is_oa":true,"landing_page_url":"https://pure.au.dk/portal/en/publications/0e3cc1e6-ef8c-460b-b425-17f14f4f94f7","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bhattacharya, I, Seetharaman, A, Shao, W, Sood, R, Kunder, C A, Fan, R E, Soerensen, S J C, Wang, J B, Ghanouni, P, Teslovich, N C, Brooks, J D, Sonn, G A & Rusu, M 2020, CorrSigNet : Learning CORRelated Prostate Cancer SIGnatures from Radiology and Pathology Images for Improved Computer Aided Diagnosis. in A L Martel, P Abolmaesumi, D Stoyanov, D Mateus, M A Zuluaga, S K Zhou, D Racoceanu & L Joskowicz (eds), Medical Image Computing and Computer Assisted Intervention \u2013 MICCAI 2020 - 23rd International Conference, Proceedings. Springer, Lecture Notes in Computer Science, vol. 12262 LNCS, pp. 315-325, 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, Lima, Peru, 04/10/2020. https://doi.org/10.1007/978-3-030-59713-9_31","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:arXiv.org:2008.00119","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2008.00119","pdf_url":"https://arxiv.org/pdf/2008.00119","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3046260843","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2008.00119","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:pure.atira.dk:publications/0e3cc1e6-ef8c-460b-b425-17f14f4f94f7","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85092736160&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306400063","display_name":"Scopus (Elsevier)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bhattacharya, I, Seetharaman, A, Shao, W, Sood, R, Kunder, C A, Fan, R E, Soerensen, S J C, Wang, J B, Ghanouni, P, Teslovich, N C, Brooks, J D, Sonn, G A & Rusu, M 2020, CorrSigNet : Learning CORRelated Prostate Cancer SIGnatures from Radiology and Pathology Images for Improved Computer Aided Diagnosis. in A L Martel, P Abolmaesumi, D Stoyanov, D Mateus, M A Zuluaga, S K Zhou, D Racoceanu & L Joskowicz (eds), Medical Image Computing and Computer Assisted Intervention \u2013 MICCAI 2020 - 23rd International Conference, Proceedings. Springer, Lecture Notes in Computer Science, vol. 12262 LNCS, pp. 315-325, 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, Lima, Peru, 04/10/2020. https://doi.org/10.1007/978-3-030-59713-9_31","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"doi:10.48550/arxiv.2008.00119","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2008.00119","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/0e3cc1e6-ef8c-460b-b425-17f14f4f94f7","is_oa":true,"landing_page_url":"https://pure.au.dk/portal/en/publications/0e3cc1e6-ef8c-460b-b425-17f14f4f94f7","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bhattacharya, I, Seetharaman, A, Shao, W, Sood, R, Kunder, C A, Fan, R E, Soerensen, S J C, Wang, J B, Ghanouni, P, Teslovich, N C, Brooks, J D, Sonn, G A & Rusu, M 2020, CorrSigNet : Learning CORRelated Prostate Cancer SIGnatures from Radiology and Pathology Images for Improved Computer Aided Diagnosis. in A L Martel, P Abolmaesumi, D Stoyanov, D Mateus, M A Zuluaga, S K Zhou, D Racoceanu & L Joskowicz (eds), Medical Image Computing and Computer Assisted Intervention \u2013 MICCAI 2020 - 23rd International Conference, Proceedings. Springer, Lecture Notes in Computer Science, vol. 12262 LNCS, pp. 315-325, 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, Lima, Peru, 04/10/2020. https://doi.org/10.1007/978-3-030-59713-9_31","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W771469340","https://openalex.org/W845365781","https://openalex.org/W1494521255","https://openalex.org/W1686810756","https://openalex.org/W2016494145","https://openalex.org/W2107030642","https://openalex.org/W2154158661","https://openalex.org/W2469107318","https://openalex.org/W2527671145","https://openalex.org/W2546110733","https://openalex.org/W2577453388","https://openalex.org/W2624767455","https://openalex.org/W2900243258","https://openalex.org/W2904412814","https://openalex.org/W2919308409","https://openalex.org/W2932274656","https://openalex.org/W3036400882","https://openalex.org/W3100175091"],"related_works":["https://openalex.org/W3091988608","https://openalex.org/W3111130792","https://openalex.org/W2047700377","https://openalex.org/W2315642658","https://openalex.org/W2998555881","https://openalex.org/W2957783438","https://openalex.org/W2990403575","https://openalex.org/W2955364524","https://openalex.org/W2317789088","https://openalex.org/W3117260251","https://openalex.org/W2052701872","https://openalex.org/W2919308409","https://openalex.org/W1968549730","https://openalex.org/W2007373351","https://openalex.org/W3011320284","https://openalex.org/W2090482757","https://openalex.org/W2782971931","https://openalex.org/W3179413533","https://openalex.org/W2937716574","https://openalex.org/W3033153307"],"abstract_inverted_index":{"Magnetic":[0],"Resonance":[1],"Imaging":[2],"(MRI)":[3],"is":[4],"widely":[5],"used":[6,135],"for":[7],"screening":[8],"and":[9,31,168,209,222],"staging":[10],"prostate":[11,15,82,129,237],"cancer.":[12,92,130,165],"However,":[13],"many":[14],"cancers":[16],"have":[17,40],"subtle":[18],"features":[19,90,107,120,150],"which":[20],"are":[21,102,134],"not":[22],"easily":[23],"identifiable":[24],"on":[25,67,84,172,193],"MRI,":[26],"resulting":[27],"in":[28,34,43,137,235],"missed":[29],"diagnoses":[30],"alarming":[32],"variability":[33],"radiologist":[35],"interpretation.":[36],"Machine":[37],"learning":[38],"models":[39,52],"been":[41],"developed":[42],"an":[44,76,194],"effort":[45],"to":[46,60,121,127,141,163],"improve":[47],"cancer":[48,54,83,100,238],"identification,":[49],"but":[50],"current":[51,232],"localize":[53,128,164],"using":[55,108,239],"MRI-derived":[56],"features,":[57],"while":[58],"failing":[59],"consider":[61],"the":[62,88,94,113,116,138,143,231],"disease":[63],"pathology":[64,89],"characteristics":[65],"observed":[66],"resected":[68],"tissue.":[69],"In":[70],"this":[71],"paper,":[72],"we":[73],"propose":[74],"CorrSigNet,":[75],"automated":[77],"two-step":[78],"model":[79,95,114],"that":[80,101],"localizes":[81],"MRI":[85,97,119,155,184],"by":[86,186],"capturing":[87],"of":[91,99,156,176,198,214,217,220,226],"First,":[93],"learns":[96],"signatures":[98],"correlated":[103,118,144,149],"with":[104,179],"corresponding":[105],"histopathology":[106,132,160],"Common":[109],"Representation":[110],"Learning.":[111],"Second,":[112],"uses":[115],"learned":[117],"train":[122],"a":[123,173,211,223],"Convolutional":[124],"Neural":[125],"Network":[126],"The":[131],"images":[133],"only":[136],"first":[139],"step":[140],"learn":[142],"features.":[145],"Once":[146],"learned,":[147],"these":[148],"can":[151],"be":[152],"extracted":[153],"from":[154],"new":[157],"patients":[158,178,201],"(without":[159],"or":[161],"surgery)":[162],"We":[166,189],"trained":[167],"validated":[169],"our":[170,191],"framework":[171],"unique":[174],"dataset":[175],"75":[177],"806":[180],"slices":[181],"who":[182],"underwent":[183],"followed":[185],"prostatectomy":[187,200],"surgery.":[188],"tested":[190],"method":[192],"independent":[195],"test":[196],"set":[197],"20":[199],"(139":[202],"slices,":[203],"24":[204],"cancerous":[205],"lesions,":[206],"1.12M":[207],"pixels)":[208],"achieved":[210],"per-pixel":[212],"sensitivity":[213],"0.81,":[215],"specificity":[216],"0.71,":[218],"AUC":[219,225],"0.86":[221],"per-lesion":[224],"\\(0.96":[227],"\\pm":[228],"0.07\\),":[229],"outperforming":[230],"state-of-the-art":[233],"accuracy":[234],"predicting":[236],"MRI.":[240]},"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}