{"id":"https://openalex.org/W2313139110","doi":"https://doi.org/10.1117/12.2217205","title":"Fusion of multi-parametric MRI and temporal ultrasound for characterization of prostate cancer: in vivo feasibility study","display_name":"Fusion of multi-parametric MRI and temporal ultrasound for characterization of prostate cancer: in vivo feasibility study","publication_year":2016,"publication_date":"2016-03-24","ids":{"openalex":"https://openalex.org/W2313139110","doi":"https://doi.org/10.1117/12.2217205","mag":"2313139110"},"language":"en","primary_location":{"id":"doi:10.1117/12.2217205","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2217205","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","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/A5058788547","display_name":"Farhad Imani","orcid":"https://orcid.org/0000-0003-0837-9273"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Farhad Imani","raw_affiliation_strings":["The Univ. of British Columbia (Canada)"],"affiliations":[{"raw_affiliation_string":"The Univ. of British Columbia (Canada)","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083241063","display_name":"Sahar Ghavidel","orcid":null},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sahar Ghavidel","raw_affiliation_strings":["Queen's Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"Queen's Univ. (Canada)","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023095072","display_name":"Purang Abolmaesumi","orcid":"https://orcid.org/0000-0002-7259-8609"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Purang Abolmaesumi","raw_affiliation_strings":["The Univ. of British Columbia (Canada)"],"affiliations":[{"raw_affiliation_string":"The Univ. of British Columbia (Canada)","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109763674","display_name":"Siavash Khallaghi","orcid":"https://orcid.org/0000-0003-2543-1934"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Siavash Khallaghi","raw_affiliation_strings":["The Univ. of British Columbia (Canada)"],"affiliations":[{"raw_affiliation_string":"The Univ. of British Columbia (Canada)","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025274219","display_name":"Eli Gibson","orcid":"https://orcid.org/0000-0001-9207-7280"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Eli Gibson","raw_affiliation_strings":["Univ. College London (United Kingdom)"],"affiliations":[{"raw_affiliation_string":"Univ. College London (United Kingdom)","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084138026","display_name":"Amir Khojaste","orcid":null},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Amir Khojaste","raw_affiliation_strings":["Queen's Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"Queen's Univ. (Canada)","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060699372","display_name":"Mena Gaed","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mena Gaed","raw_affiliation_strings":["Western Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"Western Univ. (Canada)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055091318","display_name":"Madeleine Moussa","orcid":"https://orcid.org/0000-0003-4786-6226"},"institutions":[{"id":"https://openalex.org/I2800925808","display_name":"London Health Sciences Centre","ror":"https://ror.org/037tz0e16","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2800925808"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Madeleine Moussa","raw_affiliation_strings":["London Health Sciences Ctr. (Canada)"],"affiliations":[{"raw_affiliation_string":"London Health Sciences Ctr. (Canada)","institution_ids":["https://openalex.org/I2800925808"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071439377","display_name":"Jos\u00e9 A. G\u00f3mez","orcid":"https://orcid.org/0000-0001-8148-8308"},"institutions":[{"id":"https://openalex.org/I2800925808","display_name":"London Health Sciences Centre","ror":"https://ror.org/037tz0e16","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2800925808"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jose A. Gomez","raw_affiliation_strings":["London Health Sciences Ctr. (Canada)"],"affiliations":[{"raw_affiliation_string":"London Health Sciences Ctr. (Canada)","institution_ids":["https://openalex.org/I2800925808"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046185743","display_name":"Cesare Romagnoli","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cesare Romagnoli","raw_affiliation_strings":["Western Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"Western Univ. (Canada)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003730977","display_name":"Derek W. Cool","orcid":"https://orcid.org/0000-0003-1095-3553"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Derek W. Cool","raw_affiliation_strings":["Western Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"Western Univ. (Canada)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023336011","display_name":"Matthew Bastian\u2010Jordan","orcid":"https://orcid.org/0000-0003-0825-880X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matthew Bastian-Jordan","raw_affiliation_strings":["Western Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"Western Univ. (Canada)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059619380","display_name":"Zahra Kassam","orcid":"https://orcid.org/0000-0002-2098-1550"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zahra Kassam","raw_affiliation_strings":["Western Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"Western Univ. (Canada)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088442918","display_name":"D. Robert Siemens","orcid":"https://orcid.org/0000-0002-3203-6468"},"institutions":[{"id":"https://openalex.org/I2800753926","display_name":"Kingston General Hospital","ror":"https://ror.org/03zq81960","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2800753926"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"D. Robert Siemens","raw_affiliation_strings":["Kingston General Hospital (Canada)"],"affiliations":[{"raw_affiliation_string":"Kingston General Hospital (Canada)","institution_ids":["https://openalex.org/I2800753926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077788800","display_name":"Michael Leveridge","orcid":"https://orcid.org/0000-0001-7985-0961"},"institutions":[{"id":"https://openalex.org/I2800753926","display_name":"Kingston General Hospital","ror":"https://ror.org/03zq81960","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2800753926"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Michael Leveridge","raw_affiliation_strings":["Kingston General Hospital (Canada)"],"affiliations":[{"raw_affiliation_string":"Kingston General Hospital (Canada)","institution_ids":["https://openalex.org/I2800753926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023820252","display_name":"Silvia D. Chang","orcid":"https://orcid.org/0000-0002-9201-8114"},"institutions":[{"id":"https://openalex.org/I2802832906","display_name":"Vancouver General Hospital","ror":"https://ror.org/02zg69r60","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I141074466","https://openalex.org/I141074466","https://openalex.org/I2799475292","https://openalex.org/I2802832906"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Silvia Chang","raw_affiliation_strings":["Vancouver General Hospital (Canada)"],"affiliations":[{"raw_affiliation_string":"Vancouver General Hospital (Canada)","institution_ids":["https://openalex.org/I2802832906"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004966232","display_name":"Aaron Fenster","orcid":"https://orcid.org/0000-0003-3525-2788"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aaron Fenster","raw_affiliation_strings":["Western Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"Western Univ. (Canada)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113914224","display_name":"Aaron D. Ward","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aaron D. Ward","raw_affiliation_strings":["Western Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"Western Univ. (Canada)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040401197","display_name":"Parvin Mousavi","orcid":"https://orcid.org/0000-0002-1630-7379"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Parvin Mousavi","raw_affiliation_strings":["Queen's Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"Queen's Univ. (Canada)","institution_ids":["https://openalex.org/I204722609"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":19,"corresponding_author_ids":["https://openalex.org/A5058788547"],"corresponding_institution_ids":["https://openalex.org/I141945490"],"apc_list":null,"apc_paid":null,"fwci":0.5554,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.69559568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"9785","issue":null,"first_page":"97851K","last_page":"97851K"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11885","display_name":"MRI in cancer diagnosis","score":0.9962000250816345,"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"}},"topics":[{"id":"https://openalex.org/T11885","display_name":"MRI in cancer diagnosis","score":0.9962000250816345,"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"}},{"id":"https://openalex.org/T10124","display_name":"Prostate Cancer Diagnosis and Treatment","score":0.9932000041007996,"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/T10862","display_name":"AI in cancer detection","score":0.9833999872207642,"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":0.80375736951828},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.7265311479568481},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.7067059874534607},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.6471721529960632},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5690808296203613},{"id":"https://openalex.org/keywords/prostate","display_name":"Prostate","score":0.5472528338432312},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.45139193534851074},{"id":"https://openalex.org/keywords/biopsy","display_name":"Biopsy","score":0.4489176571369171},{"id":"https://openalex.org/keywords/in-vivo","display_name":"In vivo","score":0.44768619537353516},{"id":"https://openalex.org/keywords/histopathology","display_name":"Histopathology","score":0.44475412368774414},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4125925600528717},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.39643368124961853},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.22019538283348083},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08952701091766357},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.05006727576255798}],"concepts":[{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.80375736951828},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.7265311479568481},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.7067059874534607},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.6471721529960632},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5690808296203613},{"id":"https://openalex.org/C2776235491","wikidata":"https://www.wikidata.org/wiki/Q9625","display_name":"Prostate","level":3,"score":0.5472528338432312},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.45139193534851074},{"id":"https://openalex.org/C2775934546","wikidata":"https://www.wikidata.org/wiki/Q179991","display_name":"Biopsy","level":2,"score":0.4489176571369171},{"id":"https://openalex.org/C207001950","wikidata":"https://www.wikidata.org/wiki/Q141124","display_name":"In vivo","level":2,"score":0.44768619537353516},{"id":"https://openalex.org/C544855455","wikidata":"https://www.wikidata.org/wiki/Q1070952","display_name":"Histopathology","level":2,"score":0.44475412368774414},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4125925600528717},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.39643368124961853},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.22019538283348083},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08952701091766357},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.05006727576255798},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2217205","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2217205","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1005900827","https://openalex.org/W1896190717","https://openalex.org/W1974394463","https://openalex.org/W2011537374","https://openalex.org/W2021727929","https://openalex.org/W2025864643","https://openalex.org/W2053926757","https://openalex.org/W2101373837","https://openalex.org/W2102238273","https://openalex.org/W2106120683","https://openalex.org/W2112796928","https://openalex.org/W2116369771","https://openalex.org/W2119496927","https://openalex.org/W2126833097","https://openalex.org/W2146373036","https://openalex.org/W2164364841","https://openalex.org/W3023648298","https://openalex.org/W4235491463","https://openalex.org/W4301802631","https://openalex.org/W6626140973","https://openalex.org/W6676622225"],"related_works":["https://openalex.org/W3039419443","https://openalex.org/W4386772532","https://openalex.org/W4393212117","https://openalex.org/W2115661411","https://openalex.org/W3015759778","https://openalex.org/W2088520467","https://openalex.org/W2075763133","https://openalex.org/W2376423713","https://openalex.org/W1583600832","https://openalex.org/W2084723631"],"abstract_inverted_index":{"Recently,":[0],"multi-parametric":[1],"Magnetic":[2],"Resonance":[3],"Imaging":[4],"(mp-MRI)":[5],"has":[6],"been":[7],"used":[8],"to":[9,20],"improve":[10],"the":[11,43,80,104,111],"sensitivity":[12],"of":[13,54,82,90,96,103,117,128],"detecting":[14],"high-risk":[15],"prostate":[16],"cancer":[17,25],"(PCa).":[18],"Prior":[19],"biopsy,":[21],"primary":[22],"and":[23,92,99,126],"secondary":[24],"lesions":[26,32],"are":[27,33,65],"identified":[28],"on":[29],"mp-MRI.":[30],"The":[31],"then":[34],"targeted":[35],"using":[36,62,70,85],"TRUS":[37],"guidance.":[38],"In":[39],"this":[40],"paper,":[41],"for":[42,52,101,119,130],"first":[44],"time,":[45],"we":[46],"present":[47],"a":[48],"fused":[49,66],"mp-MRI-temporal-ultrasound":[50],"framework":[51],"characterization":[53,102],"PCa,":[55],"<i>in":[56],"vivo</i>.":[57],"Cancer":[58],"classification":[59],"results":[60,106],"obtained":[61],"temporal":[63,97],"ultrasound":[64,91,98],"with":[67,122,132],"those":[68,131],"achieved":[69],"consolidated":[71],"mp-MRI":[72,100],"maps":[73],"determined":[74],"by":[75],"multiple":[76],"observers.":[77],"We":[78],"verify":[79],"outcome":[81],"our":[83],"study":[84],"histopathology":[86],"following":[87],"deformable":[88],"registration":[89],"histology":[93],"images.":[94],"Fusion":[95],"PCa":[105],"in":[107],"an":[108],"area":[109],"under":[110],"receiver":[112],"operating":[113],"characteristic":[114],"curve":[115],"(AUC)":[116],"0.86":[118],"cancerous":[120],"regions":[121],"Gleason":[123],"scores":[124],"(GSs)&ge;3+3,":[125],"AUC":[127],"0.89":[129],"GSs&ge;3+4.":[133]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
