{"id":"https://openalex.org/W4385241978","doi":"https://doi.org/10.1007/978-3-031-37649-8_11","title":"Prostate Cancer Detection Using a\u00a0Transformer-Based Architecture and\u00a0Radiomic-Based Postprocessing","display_name":"Prostate Cancer Detection Using a\u00a0Transformer-Based Architecture and\u00a0Radiomic-Based Postprocessing","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385241978","doi":"https://doi.org/10.1007/978-3-031-37649-8_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-37649-8_11","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-37649-8_11","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-37649-8_11.pdf","source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-37649-8_11.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074957514","display_name":"Jakub Mitura","orcid":"https://orcid.org/0000-0003-1823-6823"},"institutions":[{"id":"https://openalex.org/I121032520","display_name":"Medical University of Lublin","ror":"https://ror.org/016f61126","country_code":"PL","type":"education","lineage":["https://openalex.org/I121032520"]},{"id":"https://openalex.org/I4210139285","display_name":"National Information Processing Institute","ror":"https://ror.org/040fc1e14","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210139285"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Jakub Mitura","raw_affiliation_strings":["Laboratory of Applied Artificial Intelligence, National Information Processing Institute, Warsaw, Poland","Medical University Lublin, Lublin, Poland"],"raw_orcid":"https://orcid.org/0000-0003-1823-6823","affiliations":[{"raw_affiliation_string":"Laboratory of Applied Artificial Intelligence, National Information Processing Institute, Warsaw, Poland","institution_ids":["https://openalex.org/I4210139285"]},{"raw_affiliation_string":"Medical University Lublin, Lublin, Poland","institution_ids":["https://openalex.org/I121032520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080338584","display_name":"Rafa\u0142 J\u00f3\u017awiak","orcid":"https://orcid.org/0000-0003-0753-7241"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]},{"id":"https://openalex.org/I4210139285","display_name":"National Information Processing Institute","ror":"https://ror.org/040fc1e14","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210139285"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Rafa\u0142 J\u00f3\u017awiak","raw_affiliation_strings":["Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland","Laboratory of Applied Artificial Intelligence, National Information Processing Institute, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0003-0753-7241","affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]},{"raw_affiliation_string":"Laboratory of Applied Artificial Intelligence, National Information Processing Institute, Warsaw, Poland","institution_ids":["https://openalex.org/I4210139285"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056583088","display_name":"Ihor Mykhalevych","orcid":"https://orcid.org/0000-0002-7244-5637"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]},{"id":"https://openalex.org/I4210139285","display_name":"National Information Processing Institute","ror":"https://ror.org/040fc1e14","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210139285"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Ihor Mykhalevych","raw_affiliation_strings":["Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland","Laboratory of Applied Artificial Intelligence, National Information Processing Institute, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-7244-5637","affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Information Science, Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]},{"raw_affiliation_string":"Laboratory of Applied Artificial Intelligence, National Information Processing Institute, Warsaw, Poland","institution_ids":["https://openalex.org/I4210139285"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038157198","display_name":"Iryna Gorbenko","orcid":"https://orcid.org/0000-0001-6157-2326"},"institutions":[{"id":"https://openalex.org/I4210139285","display_name":"National Information Processing Institute","ror":"https://ror.org/040fc1e14","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210139285"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Iryna Gorbenko","raw_affiliation_strings":["Laboratory of Applied Artificial Intelligence, National Information Processing Institute, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0001-6157-2326","affiliations":[{"raw_affiliation_string":"Laboratory of Applied Artificial Intelligence, National Information Processing Institute, Warsaw, Poland","institution_ids":["https://openalex.org/I4210139285"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079325366","display_name":"Piotr Sobecki","orcid":"https://orcid.org/0000-0003-1752-2393"},"institutions":[{"id":"https://openalex.org/I4210139285","display_name":"National Information Processing Institute","ror":"https://ror.org/040fc1e14","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210139285"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr Sobecki","raw_affiliation_strings":["Laboratory of Applied Artificial Intelligence, National Information Processing Institute, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0003-1752-2393","affiliations":[{"raw_affiliation_string":"Laboratory of Applied Artificial Intelligence, National Information Processing Institute, Warsaw, Poland","institution_ids":["https://openalex.org/I4210139285"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048389524","display_name":"Tomasz Lorenc","orcid":"https://orcid.org/0000-0002-9780-9484"},"institutions":[{"id":"https://openalex.org/I268303160","display_name":"Medical University of Warsaw","ror":"https://ror.org/04p2y4s44","country_code":"PL","type":"education","lineage":["https://openalex.org/I268303160"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Tomasz Lorenc","raw_affiliation_strings":["I Department of Clinical Radiology, Medical University of Warsaw, Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-9780-9484","affiliations":[{"raw_affiliation_string":"I Department of Clinical Radiology, Medical University of Warsaw, Warsaw, Poland","institution_ids":["https://openalex.org/I268303160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067622216","display_name":"Krzysztof Tupikowski","orcid":"https://orcid.org/0000-0002-0958-7587"},"institutions":[{"id":"https://openalex.org/I4210125819","display_name":"Lublin Oncology Center","ror":"https://ror.org/03a02sz29","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210125819"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Tupikowski","raw_affiliation_strings":["Lower Silesian Oncology, Pulmonology and Hematology Center, Wroc\u0142aw, Poland"],"raw_orcid":"https://orcid.org/0000-0002-0958-7587","affiliations":[{"raw_affiliation_string":"Lower Silesian Oncology, Pulmonology and Hematology Center, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I4210125819"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5074957514"],"corresponding_institution_ids":["https://openalex.org/I121032520","https://openalex.org/I4210139285"],"apc_list":null,"apc_paid":null,"fwci":0.6843,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71169176,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"103","last_page":"110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9918000102043152,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9918000102043152,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9879000186920166,"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":0.9623000025749207,"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/prostate-cancer","display_name":"Prostate cancer","score":0.6164475083351135},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.587541937828064},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5511233806610107},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5382115244865417},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45740440487861633},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.412199467420578},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4041225016117096},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3746521770954132},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.3280041217803955},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31371065974235535},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.278555691242218},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0769524872303009},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07416766881942749}],"concepts":[{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.6164475083351135},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.587541937828064},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5511233806610107},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5382115244865417},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45740440487861633},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.412199467420578},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4041225016117096},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3746521770954132},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3280041217803955},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31371065974235535},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.278555691242218},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0769524872303009},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07416766881942749},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-37649-8_11","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-37649-8_11","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-37649-8_11.pdf","source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-37649-8_11","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-37649-8_11","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-37649-8_11.pdf","source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385241978.pdf"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2162923066","https://openalex.org/W2908510526","https://openalex.org/W2949676527","https://openalex.org/W2963263347","https://openalex.org/W2970971581","https://openalex.org/W3014974815","https://openalex.org/W3112701542","https://openalex.org/W3208968703","https://openalex.org/W4221155223","https://openalex.org/W4221163766","https://openalex.org/W4221166189","https://openalex.org/W4225912841","https://openalex.org/W4283169800","https://openalex.org/W4290728118","https://openalex.org/W4308603256","https://openalex.org/W4312772544","https://openalex.org/W6912515347"],"related_works":["https://openalex.org/W299695548","https://openalex.org/W3171449477","https://openalex.org/W2384122898","https://openalex.org/W151774199","https://openalex.org/W4281885123","https://openalex.org/W2345040638","https://openalex.org/W2087041286","https://openalex.org/W2625285070","https://openalex.org/W2071753433","https://openalex.org/W2782773427"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"detection":[2],"of":[3,23,52,66],"prostate":[4],"cancer":[5],"is":[6,30,58,78],"an":[7],"important":[8],"challenge":[9],"for":[10,27],"medical":[11,16],"personnel.":[12],"To":[13],"improve":[14],"the":[15,33,47,50,64],"system\u2019s":[17],"ability":[18],"to":[19,59],"process":[20],"increasing":[21],"numbers":[22],"oncological":[24],"patients,":[25],"demand":[26],"automation":[28],"systems":[29,39,71],"growing.":[31],"At":[32],"National":[34],"Information":[35],"Processing":[36],"Institute,":[37],"such":[38],"are":[40],"undergoing":[41],"active":[42],"development.":[43,81],"In":[44],"this":[45],"work,":[46],"authors":[48],"present":[49],"results":[51],"a":[53,73],"pilot":[54],"study":[55],"whose":[56],"goal":[57],"analyze":[60],"possible":[61],"directions":[62],"in":[63,80],"development":[65],"new,":[67],"advanced":[68],"deep":[69],"learning":[70],"using":[72],"high":[74],"quality":[75],"dataset":[76],"that":[77],"currently":[79]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}