{"id":"https://openalex.org/W4362727336","doi":"https://doi.org/10.1007/978-3-031-29104-3_22","title":"Prediction Models Applied to\u00a0Lung Cancer Using Data Mining","display_name":"Prediction Models Applied to\u00a0Lung Cancer Using Data Mining","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4362727336","doi":"https://doi.org/10.1007/978-3-031-29104-3_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-29104-3_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-29104-3_22","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repositorium.uminho.pt/bitstreams/b7a02eb4-875e-4cb8-aa97-861a391d9795/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020470518","display_name":"Rita Sousa","orcid":"https://orcid.org/0000-0002-4804-1608"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rita Sousa","raw_affiliation_strings":["ALGORITMI/LASI, University of Minho, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"ALGORITMI/LASI, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012154885","display_name":"Regina Sousa","orcid":"https://orcid.org/0000-0002-2988-196X"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Regina Sousa","raw_affiliation_strings":["ALGORITMI/LASI, University of Minho, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"ALGORITMI/LASI, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061329546","display_name":"Hugo Peixoto","orcid":"https://orcid.org/0000-0003-3957-2121"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Hugo Peixoto","raw_affiliation_strings":["ALGORITMI/LASI, University of Minho, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"ALGORITMI/LASI, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011826531","display_name":"Jos\u00e9 Machado","orcid":"https://orcid.org/0000-0003-4121-6169"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Machado","raw_affiliation_strings":["ALGORITMI/LASI, University of Minho, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"ALGORITMI/LASI, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5061329546"],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11902655,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"195","last_page":"200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9347000122070312,"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"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9347000122070312,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.5812680125236511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5277236700057983},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.5121898055076599},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4784407913684845},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47436007857322693},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4598484933376312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4432530403137207},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.4386335015296936},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.43726539611816406},{"id":"https://openalex.org/keywords/cure-rate","display_name":"Cure rate","score":0.42229244112968445},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2511395812034607},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.13610556721687317},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.10368502140045166},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09496423602104187}],"concepts":[{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.5812680125236511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5277236700057983},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.5121898055076599},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4784407913684845},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47436007857322693},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4598484933376312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4432530403137207},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.4386335015296936},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.43726539611816406},{"id":"https://openalex.org/C2994123057","wikidata":"https://www.wikidata.org/wiki/Q1595418","display_name":"Cure rate","level":2,"score":0.42229244112968445},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2511395812034607},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.13610556721687317},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.10368502140045166},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09496423602104187},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-29104-3_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-29104-3_22","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},{"id":"pmh:oai:repositorium.uminho.pt:1822/89420","is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/89420","pdf_url":"https://repositorium.uminho.pt/bitstreams/b7a02eb4-875e-4cb8-aa97-861a391d9795/download","source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:repositorium.uminho.pt:1822/89420","is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/89420","pdf_url":"https://repositorium.uminho.pt/bitstreams/b7a02eb4-875e-4cb8-aa97-861a391d9795/download","source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4362727336.pdf","grobid_xml":"https://content.openalex.org/works/W4362727336.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W2773802103"],"related_works":["https://openalex.org/W2394466068","https://openalex.org/W1987683558","https://openalex.org/W2726838704","https://openalex.org/W4220802396","https://openalex.org/W1989494794","https://openalex.org/W2122031327","https://openalex.org/W1184238669","https://openalex.org/W2537862391","https://openalex.org/W2417174640","https://openalex.org/W3032901101"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
