{"id":"https://openalex.org/W4402594615","doi":"https://doi.org/10.1109/icce-taiwan62264.2024.10674664","title":"Deep-Learning Based Classification of Clinical Significance for Prostate Cancer","display_name":"Deep-Learning Based Classification of Clinical Significance for Prostate Cancer","publication_year":2024,"publication_date":"2024-07-09","ids":{"openalex":"https://openalex.org/W4402594615","doi":"https://doi.org/10.1109/icce-taiwan62264.2024.10674664"},"language":"en","primary_location":{"id":"doi:10.1109/icce-taiwan62264.2024.10674664","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icce-taiwan62264.2024.10674664","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5081627187","display_name":"Jiahao Chen","orcid":"https://orcid.org/0000-0003-0044-8887"},"institutions":[{"id":"https://openalex.org/I40689657","display_name":"National Formosa University","ror":"https://ror.org/00q523p52","country_code":"TW","type":"education","lineage":["https://openalex.org/I40689657"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jia-Hao Chen","raw_affiliation_strings":["National Formosa University,Department of Electronic Engineering,Yunlin,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Formosa University,Department of Electronic Engineering,Yunlin,Taiwan","institution_ids":["https://openalex.org/I40689657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105676474","display_name":"S.\u2010C. Hsu","orcid":"https://orcid.org/0000-0001-6214-8500"},"institutions":[{"id":"https://openalex.org/I40689657","display_name":"National Formosa University","ror":"https://ror.org/00q523p52","country_code":"TW","type":"education","lineage":["https://openalex.org/I40689657"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shih-Chieh Hsu","raw_affiliation_strings":["National Formosa University,Department of Electronic Engineering,Yunlin,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Formosa University,Department of Electronic Engineering,Yunlin,Taiwan","institution_ids":["https://openalex.org/I40689657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010851706","display_name":"Chih-Yu Shen","orcid":"https://orcid.org/0000-0002-0642-3210"},"institutions":[{"id":"https://openalex.org/I4210138942","display_name":"Chest Hospital, Ministry of Health and Welfare","ror":"https://ror.org/03s4kpx37","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210138942"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chih-Yu Shen","raw_affiliation_strings":["Tainan Hospital, Ministry of Health and Welfare,Department of Urology,Tainan,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tainan Hospital, Ministry of Health and Welfare,Department of Urology,Tainan,Taiwan","institution_ids":["https://openalex.org/I4210138942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012426253","display_name":"Gia-Shing Shieh","orcid":"https://orcid.org/0000-0003-2480-4313"},"institutions":[{"id":"https://openalex.org/I4210138942","display_name":"Chest Hospital, Ministry of Health and Welfare","ror":"https://ror.org/03s4kpx37","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210138942"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Gia-Shing Shieh","raw_affiliation_strings":["Tainan Hospital, Ministry of Health and Welfare,Department of Urology,Tainan,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tainan Hospital, Ministry of Health and Welfare,Department of Urology,Tainan,Taiwan","institution_ids":["https://openalex.org/I4210138942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030478750","display_name":"Chun\u2010Hung Yang","orcid":"https://orcid.org/0000-0001-6301-1709"},"institutions":[{"id":"https://openalex.org/I40689657","display_name":"National Formosa University","ror":"https://ror.org/00q523p52","country_code":"TW","type":"education","lineage":["https://openalex.org/I40689657"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chun-Hung Yang","raw_affiliation_strings":["National Formosa University,Department of Electrical Engineering,Yunlin,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Formosa University,Department of Electrical Engineering,Yunlin,Taiwan","institution_ids":["https://openalex.org/I40689657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057305537","display_name":"Yung-Ming Kuo","orcid":"https://orcid.org/0009-0006-1169-7159"},"institutions":[{"id":"https://openalex.org/I40689657","display_name":"National Formosa University","ror":"https://ror.org/00q523p52","country_code":"TW","type":"education","lineage":["https://openalex.org/I40689657"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yung-Ming Kuo","raw_affiliation_strings":["National Formosa University,Department of Electronic Engineering,Yunlin,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Formosa University,Department of Electronic Engineering,Yunlin,Taiwan","institution_ids":["https://openalex.org/I40689657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3556,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54871233,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"321","last_page":"322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9609000086784363,"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":0.9609000086784363,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"Prostate cancer","score":0.5602545142173767},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5538302659988403},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5516982674598694},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4523884952068329},{"id":"https://openalex.org/keywords/clinical-significance","display_name":"Clinical significance","score":0.437508761882782},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3903680443763733},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2524870038032532},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.10348352789878845},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10158899426460266}],"concepts":[{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.5602545142173767},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5538302659988403},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5516982674598694},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4523884952068329},{"id":"https://openalex.org/C63363279","wikidata":"https://www.wikidata.org/wiki/Q5133848","display_name":"Clinical significance","level":2,"score":0.437508761882782},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3903680443763733},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2524870038032532},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.10348352789878845},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10158899426460266}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-taiwan62264.2024.10674664","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icce-taiwan62264.2024.10674664","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W172260869","https://openalex.org/W2783358782","https://openalex.org/W2946147212","https://openalex.org/W4245798716","https://openalex.org/W4390589225","https://openalex.org/W6638667902","https://openalex.org/W6682889407"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"This":[0,65],"study":[1],"developed":[2],"a":[3,21,56],"new":[4,68],"model":[5],"for":[6,72],"assessing":[7],"the":[8,38,48,73,77,88,93],"risk":[9,85],"of":[10,31,40,59,79,95],"prostate":[11,83],"cancer,":[12],"combining":[13],"artificial":[14,96],"intelligence":[15,97],"with":[16,24,37,55,76],"MRI":[17,32],"data":[18],"features.":[19],"Through":[20],"neural":[22],"network":[23],"three":[25],"hidden":[26],"layers":[27],"and":[28,33,44,70],"detailed":[29],"analysis":[30],"PSA":[34],"data,":[35],"along":[36],"use":[39],"Leave-One-Out":[41],"Cross":[42],"Validation":[43],"multidimensional":[45],"performance":[46],"metrics,":[47],"model's":[49],"effectiveness":[50],"has":[51],"been":[52],"proven,":[53],"especially":[54],"Youden's":[57],"Index":[58],"0.616,":[60],"indicating":[61],"strong":[62],"classification":[63],"capability.":[64],"research":[66],"provides":[67],"tools":[69],"methods":[71],"medical":[74,99],"community,":[75],"hope":[78],"offering":[80],"more":[81],"accurate":[82],"cancer":[84],"assessments":[86],"in":[87,98],"future,":[89],"thereby":[90],"further":[91],"advancing":[92],"application":[94],"diagnostics.":[100]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}