{"id":"https://openalex.org/W4412382295","doi":"https://doi.org/10.1007/978-3-031-98691-8_12","title":"Towards Breast Tumor Aggressiveness Classification in\u00a0Digital Mammograms Using Boundary-Aware Segmentation and\u00a0Feature Analysis","display_name":"Towards Breast Tumor Aggressiveness Classification in\u00a0Digital Mammograms Using Boundary-Aware Segmentation and\u00a0Feature Analysis","publication_year":2025,"publication_date":"2025-07-14","ids":{"openalex":"https://openalex.org/W4412382295","doi":"https://doi.org/10.1007/978-3-031-98691-8_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-98691-8_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-98691-8_12","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":"book-chapter","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/A5068157405","display_name":"Adnan Khalid","orcid":"https://orcid.org/0000-0001-7858-2731"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universidad 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":"Adnan Khalid","raw_affiliation_strings":["Department of Computer Engineering and Mathematics, Universidad Rovira i Virgili, Tarragona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Mathematics, Universidad Rovira i Virgili, Tarragona, Spain","institution_ids":["https://openalex.org/I55952717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093025729","display_name":"Muhammad Mursil","orcid":"https://orcid.org/0000-0002-6986-8188"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universidad 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":"Muhammad Mursil","raw_affiliation_strings":["Department of Computer Engineering and Mathematics, Universidad Rovira i Virgili, Tarragona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Mathematics, Universidad Rovira i Virgili, Tarragona, Spain","institution_ids":["https://openalex.org/I55952717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027934399","display_name":"Ammar M. Okran","orcid":"https://orcid.org/0000-0001-9264-0301"},"institutions":[{"id":"https://openalex.org/I55952717","display_name":"Universidad 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":"Ammar M. Okran","raw_affiliation_strings":["Department of Computer Engineering and Mathematics, Universidad Rovira i Virgili, Tarragona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Mathematics, Universidad Rovira i Virgili, Tarragona, Spain","institution_ids":["https://openalex.org/I55952717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031374790","display_name":"Josep Gum\u00e0","orcid":"https://orcid.org/0000-0001-7541-9832"},"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":"Josep Guma Padro","raw_affiliation_strings":["Hospital Universitat Sant Joan de Reus, 43204, Reus, Spain"],"affiliations":[{"raw_affiliation_string":"Hospital Universitat Sant Joan de Reus, 43204, Reus, Spain","institution_ids":["https://openalex.org/I4210149100"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101691520","display_name":"Carlos L\u00f3pez","orcid":"https://orcid.org/0000-0003-1248-3065"},"institutions":[{"id":"https://openalex.org/I4210151724","display_name":"Hospital de Tortosa Virgen de la Cinta","ror":"https://ror.org/046sqxa62","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I157913058","https://openalex.org/I4210151724","https://openalex.org/I4210153292"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos Lopez Pablo","raw_affiliation_strings":["Hospital de Tortosa Verge de la Cinta, ICS, Tortosa, Spain"],"affiliations":[{"raw_affiliation_string":"Hospital de Tortosa Verge de la Cinta, ICS, Tortosa, Spain","institution_ids":["https://openalex.org/I4210151724"]}]},{"author_position":"middle","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":"Universidad 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":["Department of Computer Engineering and Mathematics, Universidad Rovira i Virgili, Tarragona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Mathematics, Universidad Rovira i Virgili, Tarragona, Spain","institution_ids":["https://openalex.org/I55952717"]}]},{"author_position":"last","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":"Universidad 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":["Department of Computer Engineering and Mathematics, Universidad Rovira i Virgili, Tarragona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Mathematics, Universidad Rovira i Virgili, Tarragona, Spain","institution_ids":["https://openalex.org/I55952717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5068157405"],"corresponding_institution_ids":["https://openalex.org/I55952717"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29265285,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"163","last_page":"174"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998999834060669,"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":0.9998999834060669,"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/T11361","display_name":"Digital Radiography and Breast Imaging","score":0.9961000084877014,"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":0.9911999702453613,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7960422039031982},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6588859558105469},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6377361416816711},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5452682375907898},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5329704284667969},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.4954167604446411},{"id":"https://openalex.org/keywords/breast-tumor","display_name":"Breast tumor","score":0.43791574239730835},{"id":"https://openalex.org/keywords/digital-mammography","display_name":"Digital mammography","score":0.43734705448150635},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4161321818828583},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4039952754974365},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.3191448152065277},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.23409050703048706},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12480369210243225},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.05754026770591736},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.0548383891582489},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.05182164907455444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7960422039031982},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6588859558105469},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6377361416816711},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5452682375907898},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5329704284667969},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.4954167604446411},{"id":"https://openalex.org/C2986637895","wikidata":"https://www.wikidata.org/wiki/Q953865","display_name":"Breast tumor","level":4,"score":0.43791574239730835},{"id":"https://openalex.org/C2781281974","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Digital mammography","level":5,"score":0.43734705448150635},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4161321818828583},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4039952754974365},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.3191448152065277},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.23409050703048706},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12480369210243225},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.05754026770591736},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0548383891582489},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.05182164907455444},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-98691-8_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-98691-8_12","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2501382791","https://openalex.org/W2512319290","https://openalex.org/W2586629973","https://openalex.org/W2727347885","https://openalex.org/W2809504579","https://openalex.org/W2904496327","https://openalex.org/W2911027460","https://openalex.org/W2944539652","https://openalex.org/W2964242896","https://openalex.org/W2965845428","https://openalex.org/W2972762299","https://openalex.org/W3013349709","https://openalex.org/W3081752372","https://openalex.org/W3096160831","https://openalex.org/W3120897110","https://openalex.org/W3128646645","https://openalex.org/W3216277748","https://openalex.org/W4285806307","https://openalex.org/W4303710024","https://openalex.org/W4404111345"],"related_works":["https://openalex.org/W2557931800","https://openalex.org/W2116047071","https://openalex.org/W54977395","https://openalex.org/W3197491245","https://openalex.org/W1966034269","https://openalex.org/W2000845075","https://openalex.org/W1766776469","https://openalex.org/W2029515485","https://openalex.org/W1990413141","https://openalex.org/W2011788222"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}