{"id":"https://openalex.org/W4396843816","doi":"https://doi.org/10.1145/3589335.3651458","title":"Improving Prostate Cancer Risk Prediction through Partial AUC Optimization","display_name":"Improving Prostate Cancer Risk Prediction through Partial AUC Optimization","publication_year":2024,"publication_date":"2024-05-12","ids":{"openalex":"https://openalex.org/W4396843816","doi":"https://doi.org/10.1145/3589335.3651458"},"language":"en","primary_location":{"id":"doi:10.1145/3589335.3651458","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589335.3651458","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589335.3651458","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3589335.3651458","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012059634","display_name":"Xinyuan Zhu","orcid":"https://orcid.org/0000-0003-1456-2605"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinyuan Zhu","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035337718","display_name":"Xiaohan Ren","orcid":"https://orcid.org/0009-0000-0776-7069"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohan Ren","raw_affiliation_strings":["School of the Gifted Young, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of the Gifted Young, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004512962","display_name":"Wentao Shi","orcid":"https://orcid.org/0000-0002-2616-6880"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wentao Shi","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100767543","display_name":"Changming Wang","orcid":"https://orcid.org/0000-0002-3695-4311"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Changming Wang","raw_affiliation_strings":["Department of Urology, The First Affiliated Hospital of USTC, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Urology, The First Affiliated Hospital of USTC, Hefei, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078011272","display_name":"Xuehan Liu","orcid":"https://orcid.org/0000-0002-8966-7172"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xuehan Liu","raw_affiliation_strings":["Core Facility Center for Medical Sciences, The First Affiliated Hospital of USTC, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Core Facility Center for Medical Sciences, The First Affiliated Hospital of USTC, Hefei, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023780396","display_name":"Yuqing Liu","orcid":"https://orcid.org/0009-0007-8649-2630"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuqing Liu","raw_affiliation_strings":["Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401515","display_name":"Tao Tao","orcid":"https://orcid.org/0009-0006-4157-2883"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tao Tao","raw_affiliation_strings":["Department of Urology, The First Affiliated Hospital of USTC, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Urology, The First Affiliated Hospital of USTC, Hefei, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051925942","display_name":"Fuli Feng","orcid":"https://orcid.org/0000-0002-5828-9842"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuli Feng","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5012059634"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0504559,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1170","last_page":"1173"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.982200026512146,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.982200026512146,"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/T10124","display_name":"Prostate Cancer Diagnosis and Treatment","score":0.9746999740600586,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9377999901771545,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"Prostate cancer","score":0.6020951867103577},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.555091381072998},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.48657095432281494},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2533245384693146},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.22381645441055298}],"concepts":[{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.6020951867103577},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.555091381072998},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.48657095432281494},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2533245384693146},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.22381645441055298}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3589335.3651458","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589335.3651458","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589335.3651458","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3589335.3651458","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589335.3651458","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589335.3651458","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4396843816.pdf"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W1827284902","https://openalex.org/W2078622638","https://openalex.org/W2140687262","https://openalex.org/W2789982652","https://openalex.org/W2950009417","https://openalex.org/W4311586038","https://openalex.org/W4390839026"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Prostate":[0],"cancer":[1],"risk":[2],"prediction":[3],"(PCRP)":[4],"is":[5,24],"crucial":[6],"in":[7,47],"guiding":[8],"clinical":[9,48,101],"decision-making":[10],"and":[11,90,123,132],"ensuring":[12],"accurate":[13],"diagnoses.":[14],"The":[15],"area":[16],"under":[17],"the":[18,28,114,121,126,130,136],"receiver":[19],"operating":[20],"characteristic":[21],"curve":[22],"(AUC)":[23],"typically":[25],"used":[26],"for":[27],"evaluation":[29],"of":[30,125,135],"PCRP":[31,69,79,88,138],"models.":[32],"However,":[33],"AUC":[34,59],"considers":[35],"regions":[36],"with":[37,71],"high":[38],"false":[39],"positive":[40],"rates":[41],"(FPRs),":[42],"which":[43,67,83],"are":[44],"not":[45],"applicable":[46],"practice.":[49],"To":[50],"address":[51],"this":[52],"concern,":[53],"we":[54,75],"propose":[55,76],"to":[56,86,94,112],"use":[57],"partial":[58],"(pAUC)":[60],"as":[61],"a":[62,77],"more":[63],"clinically":[64],"meaningful":[65],"metric":[66],"evaluates":[68],"models":[70,89],"restricted":[72],"FPR.":[73],"Moreover,":[74],"new":[78],"framework":[80],"named":[81],"pAUCP,":[82],"optimizes":[84],"pAUC":[85],"train":[87],"adopts":[91],"model":[92],"ensemble":[93],"further":[95],"enhance":[96],"its":[97],"usability.":[98],"We":[99],"construct":[100],"datasets":[102],"obtained":[103,137],"from":[104],"two":[105],"medical":[106],"centers":[107],"over":[108],"an":[109],"extended":[110],"period":[111],"evaluate":[113],"proposed":[115],"pAUCP":[116,127],"framework.":[117],"Extensive":[118],"experiments":[119],"demonstrate":[120],"rationality":[122],"superiority":[124],"framework,":[128],"especially":[129],"cross-time":[131],"cross-center":[133],"transferability":[134],"model.":[139]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}