{"id":"https://openalex.org/W2803731371","doi":"https://doi.org/10.1007/978-3-030-00934-2_92","title":"Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification","display_name":"Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2803731371","doi":"https://doi.org/10.1007/978-3-030-00934-2_92","mag":"2803731371"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-00934-2_92","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00934-2_92","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1805.10207","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023752569","display_name":"Vivek Kumar Singh","orcid":"https://orcid.org/0000-0002-8259-7087"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Vivek Kumar Singh","raw_affiliation_strings":["DEIM, Universitat Rovira i Virgili, Tarragona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEIM, Universitat Rovira i Virgili, Tarragona, Spain","institution_ids":["https://openalex.org/I55952717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012207445","display_name":"Santiago Roman\u00ed","orcid":"https://orcid.org/0000-0001-6673-9615"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Santiago Romani","raw_affiliation_strings":["DEIM, Universitat Rovira i Virgili, Tarragona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEIM, Universitat Rovira i Virgili, Tarragona, Spain","institution_ids":["https://openalex.org/I55952717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085126924","display_name":"Hatem A. Rashwan","orcid":"https://orcid.org/0000-0001-5421-1637"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Hatem A. Rashwan","raw_affiliation_strings":["DEIM, Universitat Rovira i Virgili, Tarragona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEIM, Universitat Rovira i Virgili, Tarragona, Spain","institution_ids":["https://openalex.org/I55952717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040413720","display_name":"Farhan Akram","orcid":"https://orcid.org/0000-0003-4109-2645"},"institutions":[{"id":"https://openalex.org/I4210148498","display_name":"Bioinformatics Institute","ror":"https://ror.org/044w3nw43","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I2801752549","https://openalex.org/I4210148498"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Farhan Akram","raw_affiliation_strings":["Imaging Informatics Division, Bioinformatics Institute, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imaging Informatics Division, Bioinformatics Institute, Singapore, Singapore","institution_ids":["https://openalex.org/I4210148498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103857376","display_name":"Nidhi Pandey","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149100","display_name":"Hospital Universitari Sant Joan de Reus","ror":"https://ror.org/04f7pyb58","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210149100"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Nidhi Pandey","raw_affiliation_strings":["Hospital Universitari Sant Joan de Reus, Tarragona, Spain","Kayakalp Hospital, New Delhi, 110084, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital Universitari Sant Joan de Reus, Tarragona, Spain","institution_ids":["https://openalex.org/I4210149100"]},{"raw_affiliation_string":"Kayakalp Hospital, New Delhi, 110084, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027393899","display_name":"Md. Mostafa Kamal Sarker","orcid":"https://orcid.org/0000-0002-4793-6661"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Md. Mostafa Kamal Sarker","raw_affiliation_strings":["DEIM, Universitat Rovira i Virgili, Tarragona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEIM, Universitat Rovira i Virgili, Tarragona, Spain","institution_ids":["https://openalex.org/I55952717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057237980","display_name":"Saddam Abdulwahab","orcid":"https://orcid.org/0000-0003-0902-7245"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Saddam Abdulwahab","raw_affiliation_strings":["DEIM, Universitat Rovira i Virgili, Tarragona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEIM, Universitat Rovira i Virgili, Tarragona, Spain","institution_ids":["https://openalex.org/I55952717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024254350","display_name":"Jordina Torrents\u2010Barrena","orcid":"https://orcid.org/0000-0002-7380-6297"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jordina Torrents-Barrena","raw_affiliation_strings":["DEIM, Universitat Rovira i Virgili, Tarragona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEIM, Universitat Rovira i Virgili, Tarragona, Spain","institution_ids":["https://openalex.org/I55952717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027591625","display_name":"Adel Saleh","orcid":"https://orcid.org/0000-0001-5502-100X"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Adel Saleh","raw_affiliation_strings":["DEIM, Universitat Rovira i Virgili, Tarragona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEIM, Universitat Rovira i Virgili, Tarragona, Spain","institution_ids":["https://openalex.org/I55952717"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Miguel Arquez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149100","display_name":"Hospital Universitari Sant Joan de Reus","ror":"https://ror.org/04f7pyb58","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210149100"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel Arquez","raw_affiliation_strings":["Hospital Universitari Sant Joan de Reus, Tarragona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital Universitari Sant Joan de Reus, Tarragona, Spain","institution_ids":["https://openalex.org/I4210149100"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043896678","display_name":"Meritxell Arenas","orcid":"https://orcid.org/0000-0003-0815-2570"},"institutions":[{"id":"https://openalex.org/I4210149100","display_name":"Hospital Universitari Sant Joan de Reus","ror":"https://ror.org/04f7pyb58","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210149100"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Meritxell Arenas","raw_affiliation_strings":["Hospital Universitari Sant Joan de Reus, Tarragona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital Universitari Sant Joan de Reus, Tarragona, Spain","institution_ids":["https://openalex.org/I4210149100"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004665770","display_name":"Dom\u00e8nec Puig","orcid":"https://orcid.org/0000-0002-0562-4205"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universitat Rovira i Virgili","ror":"https://ror.org/00g5sqv46","country_code":"ES","type":"education","lineage":["https://openalex.org/I55952717"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Domenec Puig","raw_affiliation_strings":["DEIM, Universitat Rovira i Virgili, Tarragona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEIM, Universitat Rovira i Virgili, Tarragona, Spain","institution_ids":["https://openalex.org/I55952717"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023752569"],"corresponding_institution_ids":["https://openalex.org/I55952717"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"833","last_page":"840"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":1.0,"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":1.0,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9972000122070312,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9936000108718872,"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":0.935100793838501},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7590477466583252},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7172896862030029},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6964966058731079},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6960474848747253},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.6571910381317139},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6337770819664001},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.5863081812858582},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.5547164082527161},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5273203253746033},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5270267724990845},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.4637606143951416},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.3287230134010315}],"concepts":[{"id":"https://openalex.org/C203519979","wikidata":"https://www.wikidata.org/wiki/Q865360","display_name":"Jaccard index","level":3,"score":0.935100793838501},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7590477466583252},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7172896862030029},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6964966058731079},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6960474848747253},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.6571910381317139},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6337770819664001},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.5863081812858582},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.5547164082527161},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5273203253746033},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5270267724990845},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4637606143951416},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3287230134010315},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-00934-2_92","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-00934-2_92","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:1805.10207","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1805.10207","pdf_url":"https://arxiv.org/pdf/1805.10207","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/a41436f9-54ea-423c-8dde-ae0b3fcef6e6","is_oa":false,"landing_page_url":"https://pure.qub.ac.uk/en/publications/a41436f9-54ea-423c-8dde-ae0b3fcef6e6","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Singh, V K, Romani, S, Rashwan, H A, Akram, F, Pandey, N, Sarker, M M K, Abdulwahab, S, Torrents-Barrena, J, Saleh, A, Arquez, M, Arenas, M & Puig, D 2018, Conditional generative adversarial and convolutional networks for X-ray breast mass segmentation and shape classification. https://doi.org/10.1007/978-3-030-00934-2_92","raw_type":"info:eu-repo/semantics/book"},{"id":"pmh:oai:rgu-repository.worktribe.com:1542095","is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/1542095","pdf_url":null,"source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1805.10207","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1805.10207","pdf_url":"https://arxiv.org/pdf/1805.10207","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W177004468","https://openalex.org/W1874745161","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1972626213","https://openalex.org/W1993060606","https://openalex.org/W2109597745","https://openalex.org/W2148516878","https://openalex.org/W2260481171","https://openalex.org/W2294923432","https://openalex.org/W2501382791","https://openalex.org/W2512319290","https://openalex.org/W2579275111","https://openalex.org/W2592929672","https://openalex.org/W2738232076","https://openalex.org/W2767597950","https://openalex.org/W2963073614","https://openalex.org/W2964137552"],"related_works":["https://openalex.org/W2953570019","https://openalex.org/W3012828488","https://openalex.org/W3116883888","https://openalex.org/W4367019122","https://openalex.org/W4280645644","https://openalex.org/W2766422710","https://openalex.org/W4287631720","https://openalex.org/W3093926553","https://openalex.org/W4223526259","https://openalex.org/W3164075923"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":7}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2022-10-01T00:00:00"}
