{"id":"https://openalex.org/W70504930","doi":"https://doi.org/10.1007/978-3-642-41142-7_7","title":"Exploiting Machine Learning for Predicting Nodal Status in Prostate Cancer Patients","display_name":"Exploiting Machine Learning for Predicting Nodal Status in Prostate Cancer Patients","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W70504930","doi":"https://doi.org/10.1007/978-3-642-41142-7_7","mag":"70504930"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-41142-7_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-41142-7_7","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-41142-7_7.pdf","source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-41142-7_7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086585008","display_name":"Mauro Vallati","orcid":"https://orcid.org/0000-0002-8429-3570"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mauro Vallati","raw_affiliation_strings":["School of Computing and Engineering, University of Huddersfield, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing and Engineering, University of Huddersfield, UK","institution_ids":["https://openalex.org/I133837150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019263878","display_name":"Berardino De Bari","orcid":"https://orcid.org/0000-0003-0117-3360"},"institutions":[{"id":"https://openalex.org/I79940851","display_name":"University of Brescia","ror":"https://ror.org/02q2d2610","country_code":"IT","type":"education","lineage":["https://openalex.org/I79940851"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Berardino De Bari","raw_affiliation_strings":["Department of Radiation Oncology, University of Brescia, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Brescia, Italy","institution_ids":["https://openalex.org/I79940851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025699386","display_name":"Roberto Gatta","orcid":"https://orcid.org/0000-0002-4716-9925"},"institutions":[{"id":"https://openalex.org/I79940851","display_name":"University of Brescia","ror":"https://ror.org/02q2d2610","country_code":"IT","type":"education","lineage":["https://openalex.org/I79940851"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Gatta","raw_affiliation_strings":["Department of Information Engineering, University of Brescia, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Brescia, Italy","institution_ids":["https://openalex.org/I79940851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014172365","display_name":"Michela Buglione","orcid":"https://orcid.org/0000-0002-5485-1260"},"institutions":[{"id":"https://openalex.org/I79940851","display_name":"University of Brescia","ror":"https://ror.org/02q2d2610","country_code":"IT","type":"education","lineage":["https://openalex.org/I79940851"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michela Buglione","raw_affiliation_strings":["Department of Radiation Oncology, University of Brescia, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Brescia, Italy","institution_ids":["https://openalex.org/I79940851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070395814","display_name":"Stefano Maria Magrini","orcid":"https://orcid.org/0000-0002-4126-733X"},"institutions":[{"id":"https://openalex.org/I79940851","display_name":"University of Brescia","ror":"https://ror.org/02q2d2610","country_code":"IT","type":"education","lineage":["https://openalex.org/I79940851"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano M. Magrini","raw_affiliation_strings":["Department of Radiation Oncology, University of Brescia, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Brescia, Italy","institution_ids":["https://openalex.org/I79940851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054413808","display_name":"Barbara Alicja Jereczek\u2010Fossa","orcid":"https://orcid.org/0000-0001-8151-3673"},"institutions":[{"id":"https://openalex.org/I6141010","display_name":"European Institute of Oncology","ror":"https://ror.org/02vr0ne26","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I6141010"]},{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Barbara A. Jereczek-Fossa","raw_affiliation_strings":["Department of Radiotherapy, European Institute of Oncology, University of Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Radiotherapy, European Institute of Oncology, University of Milan, Italy","institution_ids":["https://openalex.org/I6141010","https://openalex.org/I189158943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112876161","display_name":"Filippo Bertoni","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Filippo Bertoni","raw_affiliation_strings":["Department of Radiation Oncology, Hospital of Modena, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, Hospital of Modena, Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5086585008"],"corresponding_institution_ids":["https://openalex.org/I133837150"],"apc_list":null,"apc_paid":null,"fwci":3.2368,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93416403,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"70"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10124","display_name":"Prostate Cancer Diagnosis and Treatment","score":0.9968000054359436,"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":0.9968000054359436,"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/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.9649999737739563,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10543","display_name":"Prostate Cancer Treatment and Research","score":0.9602000117301941,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"Prostate cancer","score":0.8267993927001953},{"id":"https://openalex.org/keywords/nodal","display_name":"NODAL","score":0.7927960753440857},{"id":"https://openalex.org/keywords/subclinical-infection","display_name":"Subclinical infection","score":0.7799397110939026},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7213720679283142},{"id":"https://openalex.org/keywords/prostate","display_name":"Prostate","score":0.6019297242164612},{"id":"https://openalex.org/keywords/radiation-therapy","display_name":"Radiation therapy","score":0.5906618237495422},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.5116879940032959},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.4394473433494568},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.38087454438209534},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3714836835861206}],"concepts":[{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.8267993927001953},{"id":"https://openalex.org/C83330619","wikidata":"https://www.wikidata.org/wiki/Q21124872","display_name":"NODAL","level":2,"score":0.7927960753440857},{"id":"https://openalex.org/C113280763","wikidata":"https://www.wikidata.org/wiki/Q2326546","display_name":"Subclinical infection","level":2,"score":0.7799397110939026},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7213720679283142},{"id":"https://openalex.org/C2776235491","wikidata":"https://www.wikidata.org/wiki/Q9625","display_name":"Prostate","level":3,"score":0.6019297242164612},{"id":"https://openalex.org/C509974204","wikidata":"https://www.wikidata.org/wiki/Q180507","display_name":"Radiation therapy","level":2,"score":0.5906618237495422},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.5116879940032959},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.4394473433494568},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.38087454438209534},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3714836835861206}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-642-41142-7_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-41142-7_7","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-41142-7_7.pdf","source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:eprints.hud.ac.uk:19078","is_oa":true,"landing_page_url":null,"pdf_url":"http://eprints.hud.ac.uk/id/eprint/19078/1/Draft0.pdf","source":{"id":"https://openalex.org/S4306401852","display_name":"University of Huddersfield Repository (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Chapter"},{"id":"pmh:oai:HAL:hal-01459665v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01459665","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"9th Artificial Intelligence Applications and Innovations (AIAI), Sep 2013, Paphos, Greece. pp.61-70, ⟨10.1007/978-3-642-41142-7_7⟩","raw_type":"Conference papers"},{"id":"pmh:oai:iris.unibs.it:11379/302908","is_oa":false,"landing_page_url":"http://hdl.handle.net/11379/302908","pdf_url":null,"source":{"id":"https://openalex.org/S4306400804","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Brescia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"},{"id":"pmh:oai:pure.atira.dk:publications/26e0b558-b6e6-40e3-b85a-6a499ef31363","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=84894076780&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Vallati, M, De Bari, B, Gatta, R, Buglione, M, Magrini, S M, Jereczek-Fossa, B A & Bertoni, F 2013, Exploiting Machine Learning for Predicting Nodal Status in Prostate Cancer Patients. in H Papadopoulos, A S Andreou, L Iliadis & I Maglogiannis (eds), Artificial Intelligence Applications and Innovations : 9th IFIPWG 12.5 International Conference, AIAI 2013, Proceedings. IFIP Advances in Information and Communication Technology, vol. 412, Springer Verlag, pp. 61-70, 9th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, Paphos, Cyprus, 30/09/13. https://doi.org/10.1007/978-3-642-41142-7_7","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-41142-7_7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-41142-7_7","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-642-41142-7_7.pdf","source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W70504930.pdf","grobid_xml":"https://content.openalex.org/works/W70504930.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1847724720","https://openalex.org/W2003517299","https://openalex.org/W2008603174","https://openalex.org/W2014511587","https://openalex.org/W2024787154","https://openalex.org/W2025813238","https://openalex.org/W2048516791","https://openalex.org/W2063266750","https://openalex.org/W2106787323","https://openalex.org/W2117792530","https://openalex.org/W2118792538","https://openalex.org/W2118978333","https://openalex.org/W2125055259","https://openalex.org/W2128302979","https://openalex.org/W2133990480","https://openalex.org/W2136185850","https://openalex.org/W2154776925","https://openalex.org/W2167949509","https://openalex.org/W2412102334","https://openalex.org/W2502134830","https://openalex.org/W2911964244","https://openalex.org/W4236091357","https://openalex.org/W4238353533","https://openalex.org/W4247640718","https://openalex.org/W4252605154","https://openalex.org/W4285719527","https://openalex.org/W4294715705"],"related_works":["https://openalex.org/W4206182164","https://openalex.org/W1952985933","https://openalex.org/W2374354250","https://openalex.org/W3148222271","https://openalex.org/W2023982075","https://openalex.org/W81046588","https://openalex.org/W2088520467","https://openalex.org/W2075763133","https://openalex.org/W2376423713","https://openalex.org/W1583600832"],"abstract_inverted_index":null,"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}