{"id":"https://openalex.org/W4392903637","doi":"https://doi.org/10.1109/icassp48485.2024.10446346","title":"Delineation of Prostate Cancer Via Enhanced AI-Based Algorithm In Ultrasound Images","display_name":"Delineation of Prostate Cancer Via Enhanced AI-Based Algorithm In Ultrasound Images","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392903637","doi":"https://doi.org/10.1109/icassp48485.2024.10446346"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10446346","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10446346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5102309079","display_name":"Yiwen Ruan","orcid":"https://orcid.org/0009-0000-7042-128X"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yiwen Ruan","raw_affiliation_strings":["Soochow University,School of Future Science and Engineering,Suzhou,China","School of Future Science and Engineering, Soochow University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Soochow University,School of Future Science and Engineering,Suzhou,China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"School of Future Science and Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024426547","display_name":"Rui Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Jin","raw_affiliation_strings":["Soochow University,School of Future Science and Engineering,Suzhou,China","School of Future Science and Engineering, Soochow University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Soochow University,School of Future Science and Engineering,Suzhou,China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"School of Future Science and Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103564109","display_name":"Zhaorui Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaorui Liu","raw_affiliation_strings":["Soochow University,School of Future Science and Engineering,Suzhou,China","School of Future Science and Engineering, Soochow University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Soochow University,School of Future Science and Engineering,Suzhou,China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"School of Future Science and Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023899500","display_name":"Caishan Wang","orcid":"https://orcid.org/0000-0001-9527-3201"},"institutions":[{"id":"https://openalex.org/I4210124971","display_name":"Second Affiliated Hospital of Soochow University","ror":"https://ror.org/02xjrkt08","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210124971"]},{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caishan Wang","raw_affiliation_strings":["Second Affiliated Hospital of Soochow University,Department of Ultrasound,Suzhou,China","Department of Ultrasound, Second Affiliated Hospital of Soochow University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Second Affiliated Hospital of Soochow University,Department of Ultrasound,Suzhou,China","institution_ids":["https://openalex.org/I3923682","https://openalex.org/I4210124971"]},{"raw_affiliation_string":"Department of Ultrasound, Second Affiliated Hospital of Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682","https://openalex.org/I4210124971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076127071","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0001-8749-7459"},"institutions":[{"id":"https://openalex.org/I4210159968","display_name":"Duke Kunshan University","ror":"https://ror.org/04sr5ys16","country_code":"CN","type":"education","lineage":["https://openalex.org/I170897317","https://openalex.org/I37461747","https://openalex.org/I4210159968"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["Duke Kunshan University,Graduate Program of Medical Physics and Data Science Research Center,Kunshan, Jiangsu,China","Graduate Program of Medical Physics and Data Science Research Center, Duke Kunshan University, Kunshan, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"Duke Kunshan University,Graduate Program of Medical Physics and Data Science Research Center,Kunshan, Jiangsu,China","institution_ids":["https://openalex.org/I4210159968"]},{"raw_affiliation_string":"Graduate Program of Medical Physics and Data Science Research Center, Duke Kunshan University, Kunshan, Jiangsu, China","institution_ids":["https://openalex.org/I4210159968"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005022182","display_name":"Tao Peng","orcid":"https://orcid.org/0000-0003-0848-7901"},"institutions":[{"id":"https://openalex.org/I4388891891","display_name":"Southwestern Medical Center","ror":"https://ror.org/05d80e146","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4388891891"]},{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]},{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"education","lineage":["https://openalex.org/I867280407"]},{"id":"https://openalex.org/I4210096815","display_name":"Southwestern Medical Center","ror":"https://ror.org/00t9vx427","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210096815"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Tao Peng","raw_affiliation_strings":["Soochow University,School of Future Science and Engineering,Suzhou,China","Department of Radiation Oncology, UT Southwestern Medical Center, Dallas, Texas, USA","School of Future Science and Engineering, Soochow University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Soochow University,School of Future Science and Engineering,Suzhou,China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"Department of Radiation Oncology, UT Southwestern Medical Center, Dallas, Texas, USA","institution_ids":["https://openalex.org/I867280407","https://openalex.org/I4210096815","https://openalex.org/I4388891891"]},{"raw_affiliation_string":"School of Future Science and Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102309079"],"corresponding_institution_ids":["https://openalex.org/I3923682"],"apc_list":null,"apc_paid":null,"fwci":0.3637,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61709705,"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":"2275","last_page":"2279"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9979000091552734,"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":0.9979000091552734,"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":0.9890000224113464,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/jaccard-index","display_name":"Jaccard index","score":0.9075905680656433},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7285312414169312},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.7163544297218323},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.6790063977241516},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6604592204093933},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6472749710083008},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.6421436667442322},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5925583839416504},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5891562104225159},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5794015526771545},{"id":"https://openalex.org/keywords/region-of-interest","display_name":"Region of interest","score":0.540307343006134},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.5042129755020142},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4689086675643921},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38910621404647827},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3808390200138092},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2685890793800354},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2677195370197296},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09605717658996582}],"concepts":[{"id":"https://openalex.org/C203519979","wikidata":"https://www.wikidata.org/wiki/Q865360","display_name":"Jaccard index","level":3,"score":0.9075905680656433},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7285312414169312},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7163544297218323},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.6790063977241516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6604592204093933},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6472749710083008},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.6421436667442322},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5925583839416504},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5891562104225159},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5794015526771545},{"id":"https://openalex.org/C19609008","wikidata":"https://www.wikidata.org/wiki/Q2138203","display_name":"Region of interest","level":2,"score":0.540307343006134},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.5042129755020142},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4689086675643921},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38910621404647827},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3808390200138092},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2685890793800354},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2677195370197296},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09605717658996582},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp48485.2024.10446346","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10446346","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1999488524","https://openalex.org/W2043227116","https://openalex.org/W2044789149","https://openalex.org/W2088246367","https://openalex.org/W2119496927","https://openalex.org/W2135030452","https://openalex.org/W2164829467","https://openalex.org/W2754188632","https://openalex.org/W2793164428","https://openalex.org/W2798122215","https://openalex.org/W2964334073","https://openalex.org/W3037315640","https://openalex.org/W3071682211","https://openalex.org/W3204614423","https://openalex.org/W4212774754","https://openalex.org/W4220697236","https://openalex.org/W4220966648","https://openalex.org/W4281788556","https://openalex.org/W4284967308","https://openalex.org/W6750469568","https://openalex.org/W6790690058"],"related_works":["https://openalex.org/W2553941787","https://openalex.org/W3091783519","https://openalex.org/W3012828488","https://openalex.org/W4402926319","https://openalex.org/W2953570019","https://openalex.org/W4389060404","https://openalex.org/W2973136608","https://openalex.org/W3116883888","https://openalex.org/W4286233748","https://openalex.org/W4367019122"],"abstract_inverted_index":{"Delineation":[0],"of":[1,57,85,106,120,128,134,139],"prostate":[2],"cancer":[3],"(PCa)":[4],"on":[5],"ultrasound":[6],"images":[7],"has":[8],"become":[9],"an":[10,72,91],"essential":[11],"technique":[12,64],"for":[13,53,81,97],"early":[14],"PCa":[15],"treatment,":[16],"which":[17],"still":[18],"faces":[19],"several":[20],"challenges,":[21],"such":[22],"as":[23],"low":[24],"image":[25],"contrast":[26],"and":[27,136],"blurred":[28],"organ":[29],"boundaries.":[30],"Facing":[31],"the":[32,55,61,82,86,99,104,107,114,118],"aforementioned":[33],"issues,":[34],"a":[35,47],"novel":[36],"coarse-fine":[37],"segmentation":[38],"framework":[39],"method":[40],"is":[41,51,65,77,95],"adopted":[42,66],"in":[43],"this":[44],"work.":[45],"First,":[46],"deep":[48],"learning":[49],"algorithm":[50,76],"used":[52,78],"positioning":[54],"region":[56],"interest":[58],"(ROI);":[59],"then,":[60],"principal":[62],"curve-related":[63],"to":[67,79],"fine-tune":[68],"initial":[69],"results.":[70],"Thirdly,":[71],"enhanced":[73],"quantum":[74],"evolutionary":[75],"hunt":[80],"optimal":[83],"initialization":[84],"backpropagation":[87],"neural":[88,108],"network.":[89,109],"Finally,":[90],"interpretable":[92],"mathematical":[93],"model":[94],"introduced":[96],"representing":[98],"ROI":[100],"contour":[101],"by":[102],"using":[103,113],"parameters":[105],"A":[110],"comprehensive":[111],"evaluation":[112],"clinical":[115],"data":[116],"proves":[117],"superiority":[119],"our":[121],"method,":[122],"with":[123],"Dice":[124],"similarity":[125,131],"coefficient":[126,132],"(DSC)":[127],"83.48+3.44%,":[129],"Jaccard":[130],"(\u03a9)":[133],"82.25+4.12%,":[135],"accuracy":[137],"(ACC)":[138],"83.4+3.57%,":[140],"respectively.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
