{"id":"https://openalex.org/W4401822118","doi":"https://doi.org/10.3233/shti240605","title":"Assessing the Performance of Deep Learning for Automated Gleason Grading in Prostate Cancer","display_name":"Assessing the Performance of Deep Learning for Automated Gleason Grading in Prostate Cancer","publication_year":2024,"publication_date":"2024-08-22","ids":{"openalex":"https://openalex.org/W4401822118","doi":"https://doi.org/10.3233/shti240605","pmid":"https://pubmed.ncbi.nlm.nih.gov/39176576"},"language":"en","primary_location":{"id":"doi:10.3233/shti240605","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240605","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240605","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240605","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013378687","display_name":"Dominik M\u00fcller","orcid":"https://orcid.org/0000-0001-7308-2164"},"institutions":[{"id":"https://openalex.org/I142270456","display_name":"Technische Hochschule Augsburg","ror":"https://ror.org/016604a03","country_code":"DE","type":"education","lineage":["https://openalex.org/I142270456"]},{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]},{"id":"https://openalex.org/I2802007660","display_name":"University Hospital Augsburg","ror":"https://ror.org/03b0k9c14","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802007660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dominik M\u00fcller","raw_affiliation_strings":["Faculty of Applied Computer Science, University of Augsburg, Germany","Institute for Digital Medicine, University Hospital Augsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Applied Computer Science, University of Augsburg, Germany","institution_ids":["https://openalex.org/I142270456","https://openalex.org/I179225836"]},{"raw_affiliation_string":"Institute for Digital Medicine, University Hospital Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031216931","display_name":"Philip Meyer","orcid":"https://orcid.org/0000-0003-0651-5569"},"institutions":[{"id":"https://openalex.org/I2802007660","display_name":"University Hospital Augsburg","ror":"https://ror.org/03b0k9c14","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802007660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philip Meyer","raw_affiliation_strings":["Institute for Digital Medicine, University Hospital Augsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Digital Medicine, University Hospital Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002273006","display_name":"Lukas Rentschler","orcid":"https://orcid.org/0000-0001-7260-0177"},"institutions":[{"id":"https://openalex.org/I2802007660","display_name":"University Hospital Augsburg","ror":"https://ror.org/03b0k9c14","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802007660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lukas Rentschler","raw_affiliation_strings":["Institute for Digital Medicine, University Hospital Augsburg, Germany","Institute for Pathology, University Hospital Augsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Digital Medicine, University Hospital Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]},{"raw_affiliation_string":"Institute for Pathology, University Hospital Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113153295","display_name":"Robin Manz","orcid":"https://orcid.org/0009-0001-5339-6091"},"institutions":[{"id":"https://openalex.org/I2802007660","display_name":"University Hospital Augsburg","ror":"https://ror.org/03b0k9c14","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802007660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robin Manz","raw_affiliation_strings":["Institute for Digital Medicine, University Hospital Augsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Digital Medicine, University Hospital Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103193466","display_name":"Daniel Hieber","orcid":"https://orcid.org/0000-0002-6278-8759"},"institutions":[{"id":"https://openalex.org/I2802007660","display_name":"University Hospital Augsburg","ror":"https://ror.org/03b0k9c14","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802007660"]},{"id":"https://openalex.org/I4210124377","display_name":"Neu-Ulm University of Applied Sciences","ror":"https://ror.org/03ggzay52","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210124377"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Hieber","raw_affiliation_strings":["Bavarian Cancer Research Center (BZKF), Augsburg, Germany","Institute DigiHealth, Neu-Ulm University of Applied Sciences, Germany","Institute for Pathology, University Hospital Augsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bavarian Cancer Research Center (BZKF), Augsburg, Germany","institution_ids":[]},{"raw_affiliation_string":"Institute DigiHealth, Neu-Ulm University of Applied Sciences, Germany","institution_ids":["https://openalex.org/I4210124377"]},{"raw_affiliation_string":"Institute for Pathology, University Hospital Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065916910","display_name":"Jonas B\u00e4cker","orcid":null},"institutions":[{"id":"https://openalex.org/I2802007660","display_name":"University Hospital Augsburg","ror":"https://ror.org/03b0k9c14","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802007660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jonas B\u00e4cker","raw_affiliation_strings":["Institute for Digital Medicine, University Hospital Augsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Digital Medicine, University Hospital Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072262248","display_name":"Samantha Cramer","orcid":null},"institutions":[{"id":"https://openalex.org/I2802007660","display_name":"University Hospital Augsburg","ror":"https://ror.org/03b0k9c14","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802007660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Samantha Cramer","raw_affiliation_strings":["Institute for Digital Medicine, University Hospital Augsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Digital Medicine, University Hospital Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094255573","display_name":"Christoph Wengenmayr","orcid":null},"institutions":[{"id":"https://openalex.org/I2802007660","display_name":"University Hospital Augsburg","ror":"https://ror.org/03b0k9c14","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802007660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Wengenmayr","raw_affiliation_strings":["Institute for Digital Medicine, University Hospital Augsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Digital Medicine, University Hospital Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019299921","display_name":"Bruno M\u00e4rkl","orcid":"https://orcid.org/0000-0002-7704-850X"},"institutions":[{"id":"https://openalex.org/I2802007660","display_name":"University Hospital Augsburg","ror":"https://ror.org/03b0k9c14","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802007660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bruno M\u00e4rkl","raw_affiliation_strings":["Institute for Pathology, University Hospital Augsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Pathology, University Hospital Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009630355","display_name":"Ralf Huss","orcid":"https://orcid.org/0000-0002-6447-9300"},"institutions":[{"id":"https://openalex.org/I2802007660","display_name":"University Hospital Augsburg","ror":"https://ror.org/03b0k9c14","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802007660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ralf Huss","raw_affiliation_strings":["BioM Biotech Cluster Development GmbH, Germany","Institute for Pathology, University Hospital Augsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BioM Biotech Cluster Development GmbH, Germany","institution_ids":[]},{"raw_affiliation_string":"Institute for Pathology, University Hospital Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010964383","display_name":"Frank Kr\u00e4mer","orcid":"https://orcid.org/0000-0002-2857-7122"},"institutions":[{"id":"https://openalex.org/I142270456","display_name":"Technische Hochschule Augsburg","ror":"https://ror.org/016604a03","country_code":"DE","type":"education","lineage":["https://openalex.org/I142270456"]},{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frank Kramer","raw_affiliation_strings":["Faculty of Applied Computer Science, University of Augsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Applied Computer Science, University of Augsburg, Germany","institution_ids":["https://openalex.org/I142270456","https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045634598","display_name":"I\u00f1aki Soto\u2010Rey","orcid":"https://orcid.org/0000-0003-3061-5818"},"institutions":[{"id":"https://openalex.org/I2802007660","display_name":"University Hospital Augsburg","ror":"https://ror.org/03b0k9c14","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802007660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"I\u00f1aki Soto-Rey","raw_affiliation_strings":["Institute for Digital Medicine, University Hospital Augsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Digital Medicine, University Hospital Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031572559","display_name":"Johannes Raffler","orcid":"https://orcid.org/0000-0003-2495-4020"},"institutions":[{"id":"https://openalex.org/I2802007660","display_name":"University Hospital Augsburg","ror":"https://ror.org/03b0k9c14","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802007660"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Johannes Raffler","raw_affiliation_strings":["Bavarian Cancer Research Center (BZKF), Augsburg, Germany","Institute for Digital Medicine, University Hospital Augsburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bavarian Cancer Research Center (BZKF), Augsburg, Germany","institution_ids":[]},{"raw_affiliation_string":"Institute for Digital Medicine, University Hospital Augsburg, Germany","institution_ids":["https://openalex.org/I2802007660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.9858,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.96723869,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"316","issue":null,"first_page":"1110","last_page":"1114"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10124","display_name":"Prostate Cancer Diagnosis and Treatment","score":0.9991000294685364,"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":0.9991000294685364,"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/T10862","display_name":"AI in cancer detection","score":0.9941999912261963,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/generalizability-theory","display_name":"Generalizability theory","score":0.8151267170906067},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.6960874795913696},{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"Prostate cancer","score":0.690110981464386},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6485121846199036},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5612025856971741},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5060879588127136},{"id":"https://openalex.org/keywords/prostate","display_name":"Prostate","score":0.4518938362598419},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4122140109539032},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3246747851371765},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.2585771381855011},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10962450504302979},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09724417328834534},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06245577335357666}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.8151267170906067},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.6960874795913696},{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.690110981464386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6485121846199036},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5612025856971741},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5060879588127136},{"id":"https://openalex.org/C2776235491","wikidata":"https://www.wikidata.org/wiki/Q9625","display_name":"Prostate","level":3,"score":0.4518938362598419},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4122140109539032},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3246747851371765},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.2585771381855011},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10962450504302979},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09724417328834534},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06245577335357666},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060787","descriptor_name":"Neoplasm Grading","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060787","descriptor_name":"Neoplasm Grading","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060787","descriptor_name":"Neoplasm Grading","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060787","descriptor_name":"Neoplasm Grading","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.3233/shti240605","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240605","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240605","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:39176576","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39176576","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":"Studies in health technology and informatics","raw_type":null},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:118915","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-1189158","pdf_url":"https://opus.bibliothek.uni-augsburg.de/opus4/files/118915/SHTI-316-SHTI240605.pdf","source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conferenceobject"}],"best_oa_location":{"id":"doi:10.3233/shti240605","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti240605","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI240605","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401822118.pdf"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2129112648","https://openalex.org/W2284082554","https://openalex.org/W2901612843","https://openalex.org/W4207066074"],"related_works":["https://openalex.org/W2118717649","https://openalex.org/W2413243053","https://openalex.org/W410723623","https://openalex.org/W2015341305","https://openalex.org/W2035068594","https://openalex.org/W3015759778","https://openalex.org/W2088520467","https://openalex.org/W2075763133","https://openalex.org/W2376423713","https://openalex.org/W1583600832"],"abstract_inverted_index":{"Prostate":[0],"cancer":[1],"is":[2],"a":[3,102],"dominant":[4],"health":[5],"concern":[6],"calling":[7],"for":[8,29,114,123],"advanced":[9],"diagnostic":[10,121],"tools.":[11],"Utilizing":[12],"digital":[13],"pathology":[14],"and":[15,40,106],"artificial":[16],"intelligence,":[17],"this":[18,109],"study":[19,110],"explores":[20],"the":[21,50,76,112],"potential":[22],"of":[23,61,100],"11":[24],"deep":[25],"neural":[26],"network":[27],"architectures":[28,81],"automated":[30],"Gleason":[31,93,116],"grading":[32,117],"in":[33,89],"prostate":[34,124],"carcinoma":[35],"focusing":[36],"on":[37,49],"comparing":[38],"traditional":[39],"recent":[41],"architectures.":[42],"A":[43],"standardized":[44],"image":[45],"classification":[46],"pipeline,":[47],"based":[48],"AUCMEDI":[51],"framework,":[52],"facilitated":[53],"robust":[54],"evaluation":[55],"using":[56],"an":[57],"in-house":[58],"dataset":[59],"consisting":[60],"34,264":[62],"annotated":[63],"tissue":[64],"tiles.":[65],"The":[66,95],"results":[67],"indicated":[68],"varying":[69],"sensitivity":[70],"across":[71],"architectures,":[72],"with":[73,87],"ConvNeXt":[74,96],"demonstrating":[75],"strongest":[77],"performance.":[78],"Notably,":[79],"newer":[80],"achieved":[82],"superior":[83],"performance,":[84],"even":[85],"though":[86],"challenges":[88],"differentiating":[90],"closely":[91],"related":[92],"grades.":[94],"model":[97],"was":[98],"capable":[99],"learning":[101],"balance":[103],"between":[104],"complexity":[105],"generalizability.":[107],"Overall,":[108],"lays":[111],"groundwork":[113],"enhanced":[115],"systems,":[118],"potentially":[119],"improving":[120],"efficiency":[122],"cancer.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}