{"id":"https://openalex.org/W2888972972","doi":"https://doi.org/10.1007/978-3-319-99344-7_17","title":"Machine Learning Techniques for Survival Time Prediction in Breast Cancer","display_name":"Machine Learning Techniques for Survival Time Prediction in Breast Cancer","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2888972972","doi":"https://doi.org/10.1007/978-3-319-99344-7_17","mag":"2888972972"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-99344-7_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-99344-7_17","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/A5067917765","display_name":"Iliyan Mihaylov","orcid":"https://orcid.org/0000-0002-3368-9049"},"institutions":[{"id":"https://openalex.org/I58918642","display_name":"Sofia University \"St. Kliment Ohridski\"","ror":"https://ror.org/02jv3k292","country_code":"BG","type":"education","lineage":["https://openalex.org/I58918642"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Iliyan Mihaylov","raw_affiliation_strings":["Faculty of Mathematics and Informatics, Sofia University \u201cSt Kliment Ohridski\u201d, 5 James Bourchier, Blvd, 1164, Sofia, Bulgaria","Faculty of Mathematics and Informatics, Sofia University \"St Kliment Ohridski\", 5 James Bourchier, Blvd, 1164, Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Informatics, Sofia University \u201cSt Kliment Ohridski\u201d, 5 James Bourchier, Blvd, 1164, Sofia, Bulgaria","institution_ids":["https://openalex.org/I58918642"]},{"raw_affiliation_string":"Faculty of Mathematics and Informatics, Sofia University \"St Kliment Ohridski\", 5 James Bourchier, Blvd, 1164, Sofia, Bulgaria","institution_ids":["https://openalex.org/I58918642"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048896272","display_name":"Maria Nisheva-Pavlova","orcid":"https://orcid.org/0000-0002-9917-9535"},"institutions":[{"id":"https://openalex.org/I58918642","display_name":"Sofia University \"St. Kliment Ohridski\"","ror":"https://ror.org/02jv3k292","country_code":"BG","type":"education","lineage":["https://openalex.org/I58918642"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Maria Nisheva","raw_affiliation_strings":["Faculty of Mathematics and Informatics, Sofia University \u201cSt Kliment Ohridski\u201d, 5 James Bourchier, Blvd, 1164, Sofia, Bulgaria","Faculty of Mathematics and Informatics, Sofia University \"St Kliment Ohridski\", 5 James Bourchier, Blvd, 1164, Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Informatics, Sofia University \u201cSt Kliment Ohridski\u201d, 5 James Bourchier, Blvd, 1164, Sofia, Bulgaria","institution_ids":["https://openalex.org/I58918642"]},{"raw_affiliation_string":"Faculty of Mathematics and Informatics, Sofia University \"St Kliment Ohridski\", 5 James Bourchier, Blvd, 1164, Sofia, Bulgaria","institution_ids":["https://openalex.org/I58918642"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040700950","display_name":"Dimitar Vassilev","orcid":"https://orcid.org/0000-0002-2478-7528"},"institutions":[{"id":"https://openalex.org/I58918642","display_name":"Sofia University \"St. Kliment Ohridski\"","ror":"https://ror.org/02jv3k292","country_code":"BG","type":"education","lineage":["https://openalex.org/I58918642"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Dimitar Vassilev","raw_affiliation_strings":["Faculty of Mathematics and Informatics, Sofia University \u201cSt Kliment Ohridski\u201d, 5 James Bourchier, Blvd, 1164, Sofia, Bulgaria","Faculty of Mathematics and Informatics, Sofia University \"St Kliment Ohridski\", 5 James Bourchier, Blvd, 1164, Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Informatics, Sofia University \u201cSt Kliment Ohridski\u201d, 5 James Bourchier, Blvd, 1164, Sofia, Bulgaria","institution_ids":["https://openalex.org/I58918642"]},{"raw_affiliation_string":"Faculty of Mathematics and Informatics, Sofia University \"St Kliment Ohridski\", 5 James Bourchier, Blvd, 1164, Sofia, Bulgaria","institution_ids":["https://openalex.org/I58918642"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I58918642"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3576,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.84927552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"186","last_page":"194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9976000189781189,"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":0.9976000189781189,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"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":0.9796000123023987,"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/machine-learning","display_name":"Machine learning","score":0.7040488719940186},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7020407319068909},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6491860151290894},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.6385830640792847},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6287756562232971},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6205535531044006},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.5124140381813049},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.46716487407684326},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4169670343399048},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22521716356277466},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1758057177066803},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.12906521558761597}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7040488719940186},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7020407319068909},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6491860151290894},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6385830640792847},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6287756562232971},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6205535531044006},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.5124140381813049},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.46716487407684326},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4169670343399048},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22521716356277466},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1758057177066803},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.12906521558761597},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-99344-7_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-99344-7_17","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":[{"score":0.6399999856948853,"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":13,"referenced_works":["https://openalex.org/W325841144","https://openalex.org/W1651586605","https://openalex.org/W1983024255","https://openalex.org/W2006869437","https://openalex.org/W2065868716","https://openalex.org/W2102083998","https://openalex.org/W2160949640","https://openalex.org/W2165080652","https://openalex.org/W2181307546","https://openalex.org/W2286261512","https://openalex.org/W2771186872","https://openalex.org/W2774698037","https://openalex.org/W4296886862"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2012353789","https://openalex.org/W2530420969","https://openalex.org/W4224922629","https://openalex.org/W1995617853"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
