{"id":"https://openalex.org/W4401749701","doi":"https://doi.org/10.1109/isbi56570.2024.10635491","title":"Advancing Personalized Prostate Cancer Therapy Through Hormonal Treatment: Promising Findings","display_name":"Advancing Personalized Prostate Cancer Therapy Through Hormonal Treatment: Promising Findings","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401749701","doi":"https://doi.org/10.1109/isbi56570.2024.10635491"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635491","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014625713","display_name":"Islam Tharwat Abdel Halim","orcid":"https://orcid.org/0000-0002-3569-7747"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"I. Abdelhalim","raw_affiliation_strings":["University of Louisville,Department of Bioengineering,Louisville,KY,USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Department of Bioengineering,Louisville,KY,USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066446777","display_name":"Ahmed Alksas","orcid":"https://orcid.org/0000-0001-9409-931X"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Alksas","raw_affiliation_strings":["University of Louisville,Department of Bioengineering,Louisville,KY,USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Department of Bioengineering,Louisville,KY,USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066303253","display_name":"Hossam Magdy Balaha","orcid":"https://orcid.org/0000-0002-0686-4411"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. M. Balaha","raw_affiliation_strings":["University of Louisville,Department of Bioengineering,Louisville,KY,USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Department of Bioengineering,Louisville,KY,USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091728148","display_name":"Mohamed Badawy","orcid":"https://orcid.org/0000-0002-0145-7868"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"M. Badawy","raw_affiliation_strings":["Urology and Nephrology Center,Radiology Department,Mansoura,Egypt"],"affiliations":[{"raw_affiliation_string":"Urology and Nephrology Center,Radiology Department,Mansoura,Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083099298","display_name":"Mohamed Abou El\u2010Ghar","orcid":"https://orcid.org/0000-0003-2713-4394"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"M. Abou El-Ghar","raw_affiliation_strings":["Urology and Nephrology Center,Radiology Department,Mansoura,Egypt"],"affiliations":[{"raw_affiliation_string":"Urology and Nephrology Center,Radiology Department,Mansoura,Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036220067","display_name":"Norah Saleh Alghamdi","orcid":"https://orcid.org/0000-0001-6421-6001"},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"N. S. Alghamdi","raw_affiliation_strings":["Princess Nourah Bint Abdulrahman University,Department of Computer Sciences,Riyadh,Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Princess Nourah Bint Abdulrahman University,Department of Computer Sciences,Riyadh,Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020634024","display_name":"Mohammed Ghazal","orcid":"https://orcid.org/0000-0002-9045-6698"},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"M. Ghazal","raw_affiliation_strings":["Abu Dhabi University,Electrical, Computer, and Biomedical Engineering Department,Abu Dhabi,UAE"],"affiliations":[{"raw_affiliation_string":"Abu Dhabi University,Electrical, Computer, and Biomedical Engineering Department,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I117222138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071355428","display_name":"Sohail Contractor","orcid":"https://orcid.org/0000-0002-4809-8890"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Contractor","raw_affiliation_strings":["University of Louisville,Department of Radiology,Louisville,KY,USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Department of Radiology,Louisville,KY,USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017424747","display_name":"Eric Van Bogaert","orcid":null},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E. V. Bogaert","raw_affiliation_strings":["University of Louisville,Department of Radiology,Louisville,KY,USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Department of Radiology,Louisville,KY,USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039546044","display_name":"Dikson Dibe Gondim","orcid":null},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D. Gondim","raw_affiliation_strings":["University of Louisville,Department of Pathology and Laboratory Medicine,Louisville,KY,USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Department of Pathology and Laboratory Medicine,Louisville,KY,USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100364686","display_name":"S. Ravi P. Silva","orcid":"https://orcid.org/0000-0002-0356-1319"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. R. Silva","raw_affiliation_strings":["University of Louisville,Department of Radiation Oncology,Louisville,KY,USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Department of Radiation Oncology,Louisville,KY,USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003428654","display_name":"Fahmi Khalifa","orcid":"https://orcid.org/0000-0003-3318-2851"},"institutions":[{"id":"https://openalex.org/I83909951","display_name":"Morgan State University","ror":"https://ror.org/017d8gk22","country_code":"US","type":"education","lineage":["https://openalex.org/I83909951"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"F. Khalifa","raw_affiliation_strings":["Morgan State University,Electrical and Computer Engineering Department,Baltimore,MD,USA"],"affiliations":[{"raw_affiliation_string":"Morgan State University,Electrical and Computer Engineering Department,Baltimore,MD,USA","institution_ids":["https://openalex.org/I83909951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075057705","display_name":"Ayman El\u2010Baz","orcid":"https://orcid.org/0000-0001-7264-1323"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. El-Baz","raw_affiliation_strings":["University of Louisville,Department of Bioengineering,Louisville,KY,USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Department of Bioengineering,Louisville,KY,USA","institution_ids":["https://openalex.org/I142740786"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5014625713"],"corresponding_institution_ids":["https://openalex.org/I142740786"],"apc_list":null,"apc_paid":null,"fwci":0.4468,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66815726,"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":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10543","display_name":"Prostate Cancer Treatment and Research","score":0.9990000128746033,"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/T10543","display_name":"Prostate Cancer Treatment and Research","score":0.9990000128746033,"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/T12465","display_name":"Cancer, Lipids, and Metabolism","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11146","display_name":"Hormonal and reproductive studies","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/cancer","display_name":"Cancer","score":0.6490457057952881},{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"Prostate cancer","score":0.6067323684692383},{"id":"https://openalex.org/keywords/hormonal-therapy","display_name":"Hormonal therapy","score":0.6017695665359497},{"id":"https://openalex.org/keywords/prostate","display_name":"Prostate","score":0.5939342975616455},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5093361139297485},{"id":"https://openalex.org/keywords/hormone","display_name":"Hormone","score":0.46961575746536255},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.43609619140625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32230663299560547},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3027034401893616}],"concepts":[{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.6490457057952881},{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.6067323684692383},{"id":"https://openalex.org/C2778311097","wikidata":"https://www.wikidata.org/wiki/Q5903784","display_name":"Hormonal therapy","level":4,"score":0.6017695665359497},{"id":"https://openalex.org/C2776235491","wikidata":"https://www.wikidata.org/wiki/Q9625","display_name":"Prostate","level":3,"score":0.5939342975616455},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5093361139297485},{"id":"https://openalex.org/C71315377","wikidata":"https://www.wikidata.org/wiki/Q11364","display_name":"Hormone","level":2,"score":0.46961575746536255},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.43609619140625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32230663299560547},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3027034401893616}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635491","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2016214698","https://openalex.org/W2138593266","https://openalex.org/W2798122215","https://openalex.org/W2914861173","https://openalex.org/W2952773607","https://openalex.org/W3138086783","https://openalex.org/W3204634252","https://openalex.org/W4229453974","https://openalex.org/W4282960669","https://openalex.org/W4283462710","https://openalex.org/W4315754639","https://openalex.org/W4321498010","https://openalex.org/W4323566787","https://openalex.org/W4382537003","https://openalex.org/W4386597310"],"related_works":["https://openalex.org/W299695548","https://openalex.org/W2384122898","https://openalex.org/W151774199","https://openalex.org/W3015759778","https://openalex.org/W2088520467","https://openalex.org/W2075763133","https://openalex.org/W2376423713","https://openalex.org/W1583600832","https://openalex.org/W2076845460","https://openalex.org/W3197369076"],"abstract_inverted_index":{"Personalized":[0],"prediction":[1,38,133],"of":[2,91,115,122,134],"hormonal":[3,100,135],"therapy":[4,101,136],"response":[5],"in":[6,138],"Prostate":[7],"Cancer":[8],"(PC)":[9],"is":[10],"crucial":[11],"for":[12,130],"planning":[13],"effective":[14],"treatment.":[15],"In":[16],"this":[17],"paper,":[18],"we":[19,64],"propose":[20],"a":[21,36,60,75,89],"novel":[22],"framework":[23,97],"to":[24,34,80],"combine":[25,81],"MRI":[26,56,69,82],"imaging,":[27],"pathology,":[28],"clinical,":[29],"and":[30,50,108],"demographic":[31],"markers,":[32],"aiming":[33],"develop":[35],"robust":[37],"system.":[39],"The":[40,71],"process":[41],"involves":[42,119],"sequential":[43],"steps:":[44],"preprocessing,":[45],"prostate/tumor":[46],"localization,":[47],"feature":[48],"extraction,":[49],"classification.":[51],"Using":[52],"the":[53,96,113,120,131],"Multibranch":[54],"Multimodality":[55],"Feature":[57],"Extractor":[58],"(M3FE),":[59],"deep":[61],"learning":[62],"technique,":[63],"extract":[65],"salient":[66],"information":[67],"from":[68],"images.":[70],"final":[72],"step":[73],"employs":[74],"weighted":[76],"sum":[77],"fusion":[78],"algorithm":[79],"features":[83],"with":[84,105,126],"other":[85,127],"markers.":[86],"Testing":[87],"on":[88,103],"dataset":[90],"39":[92],"patients":[93],"demonstrates":[94],"that":[95],"effectively":[98],"predicts":[99],"effects":[102],"PC":[104],"97.5%":[106],"sensitivity":[107],"100%":[109],"specificity.":[110],"This":[111],"highlights":[112],"potential":[114],"using":[116],"radiomics,":[117],"which":[118],"analysis":[121],"image":[123],"features,":[124],"along":[125],"data":[128],"sources":[129],"precise":[132],"responses":[137],"PC.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
