{"id":"https://openalex.org/W4385242024","doi":"https://doi.org/10.1007/978-3-031-37649-8_8","title":"AI in\u00a0Prostate MRI Analysis: A Short, Subjective Review of\u00a0Potential, Status, Urgent Challenges, and\u00a0Future Directions","display_name":"AI in\u00a0Prostate MRI Analysis: A Short, Subjective Review of\u00a0Potential, Status, Urgent Challenges, and\u00a0Future Directions","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385242024","doi":"https://doi.org/10.1007/978-3-031-37649-8_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-37649-8_8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-37649-8_8","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-37649-8_8.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_8.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","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":true,"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/A5074957514","display_name":"Jakub Mitura","orcid":"https://orcid.org/0000-0003-1823-6823"},"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":"Jakub Mitura","raw_affiliation_strings":["Laboratory of Applied Artificial Intelligence, National Information Processing Institute, Warsaw, 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"]}]},{"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/A5080338584"],"corresponding_institution_ids":["https://openalex.org/I108403487","https://openalex.org/I4210139285"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41184796,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"76","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10124","display_name":"Prostate Cancer Diagnosis and Treatment","score":0.9995999932289124,"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":0.9995999932289124,"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/T10543","display_name":"Prostate Cancer Treatment and Research","score":0.9828000068664551,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.916100025177002,"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":0.7078652381896973},{"id":"https://openalex.org/keywords/risk-stratification","display_name":"Risk stratification","score":0.5551085472106934},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5397210717201233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43793898820877075},{"id":"https://openalex.org/keywords/multiparametric-mri","display_name":"Multiparametric MRI","score":0.42162439227104187},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.384162575006485},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3568689823150635},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.11437055468559265},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08933031558990479},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.05413395166397095}],"concepts":[{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.7078652381896973},{"id":"https://openalex.org/C3020404979","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk stratification","level":2,"score":0.5551085472106934},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5397210717201233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43793898820877075},{"id":"https://openalex.org/C2910607126","wikidata":"https://www.wikidata.org/wiki/Q48790829","display_name":"Multiparametric MRI","level":4,"score":0.42162439227104187},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.384162575006485},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3568689823150635},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.11437055468559265},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08933031558990479},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.05413395166397095},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-37649-8_8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-37649-8_8","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-37649-8_8.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_8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-37649-8_8","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-37649-8_8.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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385242024.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1499310009","https://openalex.org/W1557650544","https://openalex.org/W2340422569","https://openalex.org/W2790005069","https://openalex.org/W2915062062","https://openalex.org/W2922071185","https://openalex.org/W2964868046","https://openalex.org/W3016483492","https://openalex.org/W3036809410","https://openalex.org/W3097158220","https://openalex.org/W3126227997","https://openalex.org/W3131993672","https://openalex.org/W3137010538","https://openalex.org/W3159396227","https://openalex.org/W3164751758","https://openalex.org/W4200031769","https://openalex.org/W4210398301","https://openalex.org/W4210697829","https://openalex.org/W4220782222","https://openalex.org/W4288884430","https://openalex.org/W4289100949","https://openalex.org/W4306668393"],"related_works":["https://openalex.org/W299695548","https://openalex.org/W2384122898","https://openalex.org/W151774199","https://openalex.org/W4281885123","https://openalex.org/W2345040638","https://openalex.org/W3171449477","https://openalex.org/W2604938385","https://openalex.org/W2331476098","https://openalex.org/W4239846233","https://openalex.org/W4234319118"],"abstract_inverted_index":{"Abstract":[0],"Artificial":[1],"intelligence":[2],"(AI)":[3],"in":[4,25,51,77,94],"prostate":[5,29,52],"MRI":[6,53],"analysis":[7],"shows":[8],"great":[9],"promise":[10],"and":[11,33,36,62,90],"impressive":[12],"performance.":[13],"A":[14],"large":[15],"number":[16],"of":[17,22,38,49,80],"studies":[18],"present":[19],"the":[20,34,58,78,85],"usefulness":[21],"AI":[23,50],"models":[24],"tasks":[26],"such":[27],"as":[28,67,69],"segmentation,":[30],"lesion":[31],"detection,":[32],"classification":[35],"stratification":[37],"a":[39,45],"cancer\u2019s":[40],"aggressiveness.":[41],"This":[42],"article":[43,73],"presents":[44,75],"subjective":[46],"critical":[47],"review":[48],"analysis.":[54],"It":[55],"discusses":[56],"both":[57],"technology\u2019s":[59],"current":[60],"state":[61],"its":[63,70],"most":[64],"recent":[65],"advances,":[66],"well":[68],"challenges.":[71],"The":[72],"then":[74],"opportunities":[76],"context":[79],"ongoing":[81],"research,":[82],"which":[83],"possesses":[84],"potential":[86],"to":[87,91],"reduce":[88],"bias":[89],"be":[92],"applied":[93],"clinical":[95],"settings.":[96]},"counts_by_year":[],"updated_date":"2025-12-29T23:06:16.900395","created_date":"2025-10-10T00:00:00"}