{"id":"https://openalex.org/W2766744735","doi":"https://doi.org/10.1145/3123266.3127914","title":"DeepCADx","display_name":"DeepCADx","publication_year":2017,"publication_date":"2017-10-19","ids":{"openalex":"https://openalex.org/W2766744735","doi":"https://doi.org/10.1145/3123266.3127914","mag":"2766744735"},"language":"en","primary_location":{"id":"doi:10.1145/3123266.3127914","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3123266.3127914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM international conference on Multimedia","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/A5100449952","display_name":"Zhiwei Wang","orcid":"https://orcid.org/0000-0002-1612-8573"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Wang","raw_affiliation_strings":["Huazhong University of Science and Technology, wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology, wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050205814","display_name":"Chaoyue Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoyue Liu","raw_affiliation_strings":["Huazhong University of Science and Technology, wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology, wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039363991","display_name":"Xiang Bai","orcid":"https://orcid.org/0000-0002-3449-5940"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Bai","raw_affiliation_strings":["Huazhong University of Science and Technology, wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology, wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101546934","display_name":"Xin Yang","orcid":"https://orcid.org/0000-0001-9300-0533"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Yang","raw_affiliation_strings":["Huazhong University of Science and Technology, wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology, wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":0.9175,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79659908,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"1","issue":null,"first_page":"1229","last_page":"1230"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10124","display_name":"Prostate Cancer Diagnosis and Treatment","score":0.9894999861717224,"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/T10124","display_name":"Prostate Cancer Diagnosis and Treatment","score":0.9894999861717224,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9860000014305115,"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/T10862","display_name":"AI in cancer detection","score":0.9800000190734863,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7274168133735657},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7117233276367188},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6849322319030762},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5807173252105713},{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"Prostate cancer","score":0.5264468789100647},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4652126133441925},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4581772983074188},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.43183407187461853},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.41050195693969727},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.21130797266960144},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18408101797103882},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.10585606098175049}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7274168133735657},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7117233276367188},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6849322319030762},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5807173252105713},{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.5264468789100647},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4652126133441925},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4581772983074188},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.43183407187461853},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.41050195693969727},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.21130797266960144},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18408101797103882},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10585606098175049},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3123266.3127914","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3123266.3127914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM international conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7300000190734863,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G2592090465","display_name":null,"funder_award_id":"61502188","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1544092585","https://openalex.org/W1854214752","https://openalex.org/W2094643231","https://openalex.org/W2152520507","https://openalex.org/W2741994257"],"related_works":["https://openalex.org/W2385859805","https://openalex.org/W2530972254","https://openalex.org/W4293226380","https://openalex.org/W2090763504","https://openalex.org/W2085033728","https://openalex.org/W4285411112","https://openalex.org/W2171299904","https://openalex.org/W2374013449","https://openalex.org/W148178222","https://openalex.org/W73545470"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"DeepCADx,":[5],"a":[6,16,100],"computer-aided":[7],"prostate":[8,58],"detection":[9],"and":[10,47,61,76,84,99],"diagnosis":[11],"(CADx)":[12],"system":[13,27],"powered":[14],"by":[15],"novel":[17],"deep":[18],"convolutional":[19],"neural":[20],"networks":[21],"(CNNs).":[22],"Specifically,":[23],"the":[24,71,86],"developed":[25],"DeepCADx":[26],"processes":[28],"multi-parametric":[29],"magnetic":[30],"resonance":[31],"imaging":[32],"(mp-MRI)":[33],"sequences":[34],"in":[35,82],"three":[36],"major":[37],"steps:":[38],"1)":[39],"pre-processing":[40],"which":[41,53,79],"registers":[42],"images":[43,56],"from":[44],"different":[45],"modalities":[46],"detect":[48],"prostates,":[49],"2)":[50],"multimodal":[51,96],"CNNs":[52],"jointly":[54],"identifies":[55],"containing":[57],"cancers":[59],"(PCa)":[60],"generate":[62],"cancer":[63],"response":[64],"maps":[65],"(CRM)":[66],"with":[67],"each":[68,92],"pixel":[69],"indicating":[70],"probability":[72],"to":[73],"be":[74],"cancerous,":[75],"3)":[77],"post-processing":[78],"localize":[80],"lesion":[81,94],"CRMs":[83],"assess":[85],"aggressiveness":[87],"(i.e.":[88],"Gleason":[89],"score)":[90],"of":[91],"localized":[93],"using":[95],"CNN":[97],"features":[98],"5-class":[101],"SVM":[102],"classifier.":[103]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2017-11-10T00:00:00"}
