{"id":"https://openalex.org/W2099273977","doi":"https://doi.org/10.1093/bioinformatics/btn354","title":"The wisdom of the commons: ensemble tree classifiers for prostate cancer prognosis","display_name":"The wisdom of the commons: ensemble tree classifiers for prostate cancer prognosis","publication_year":2008,"publication_date":"2008-07-15","ids":{"openalex":"https://openalex.org/W2099273977","doi":"https://doi.org/10.1093/bioinformatics/btn354","mag":"2099273977","pmid":"https://pubmed.ncbi.nlm.nih.gov/18628288"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btn354","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btn354","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/25/1/54/48981809/bioinformatics_25_1_54.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/25/1/54/48981809/bioinformatics_25_1_54.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090028133","display_name":"James A. Koziol","orcid":"https://orcid.org/0000-0002-0009-7987"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]},{"id":"https://openalex.org/I4210106595","display_name":"Sidney Kimmel Cancer Center","ror":"https://ror.org/010h6g454","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210106595"]},{"id":"https://openalex.org/I123431417","display_name":"Scripps Research Institute","ror":"https://ror.org/02dxx6824","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I123431417"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"James A. Koziol","raw_affiliation_strings":["1 The Scripps Research Institute, La Jolla, 2Translational Cancer Biology, Department of Pathology and Laboratory Medicine, University of California, Irvine, 3The Sidney Kimmel Cancer Center, San Diego, CA and 4Department of Surgery, University of Florida, Shands Health Science Center, Jacksonville, FL, USA"],"affiliations":[{"raw_affiliation_string":"1 The Scripps Research Institute, La Jolla, 2Translational Cancer Biology, Department of Pathology and Laboratory Medicine, University of California, Irvine, 3The Sidney Kimmel Cancer Center, San Diego, CA and 4Department of Surgery, University of Florida, Shands Health Science Center, Jacksonville, FL, USA","institution_ids":["https://openalex.org/I123431417","https://openalex.org/I204250578","https://openalex.org/I4210106595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001539292","display_name":"Anne Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106595","display_name":"Sidney Kimmel Cancer Center","ror":"https://ror.org/010h6g454","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210106595"]},{"id":"https://openalex.org/I123431417","display_name":"Scripps Research Institute","ror":"https://ror.org/02dxx6824","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I123431417"]},{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anne C. Feng","raw_affiliation_strings":["1 The Scripps Research Institute, La Jolla, 2Translational Cancer Biology, Department of Pathology and Laboratory Medicine, University of California, Irvine, 3The Sidney Kimmel Cancer Center, San Diego, CA and 4Department of Surgery, University of Florida, Shands Health Science Center, Jacksonville, FL, USA"],"affiliations":[{"raw_affiliation_string":"1 The Scripps Research Institute, La Jolla, 2Translational Cancer Biology, Department of Pathology and Laboratory Medicine, University of California, Irvine, 3The Sidney Kimmel Cancer Center, San Diego, CA and 4Department of Surgery, University of Florida, Shands Health Science Center, Jacksonville, FL, USA","institution_ids":["https://openalex.org/I123431417","https://openalex.org/I204250578","https://openalex.org/I4210106595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055540990","display_name":"Zhenyu Jia","orcid":"https://orcid.org/0000-0002-1428-904X"},"institutions":[{"id":"https://openalex.org/I4210106595","display_name":"Sidney Kimmel Cancer Center","ror":"https://ror.org/010h6g454","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210106595"]},{"id":"https://openalex.org/I123431417","display_name":"Scripps Research Institute","ror":"https://ror.org/02dxx6824","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I123431417"]},{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhenyu Jia","raw_affiliation_strings":["1 The Scripps Research Institute, La Jolla, 2Translational Cancer Biology, Department of Pathology and Laboratory Medicine, University of California, Irvine, 3The Sidney Kimmel Cancer Center, San Diego, CA and 4Department of Surgery, University of Florida, Shands Health Science Center, Jacksonville, FL, USA"],"affiliations":[{"raw_affiliation_string":"1 The Scripps Research Institute, La Jolla, 2Translational Cancer Biology, Department of Pathology and Laboratory Medicine, University of California, Irvine, 3The Sidney Kimmel Cancer Center, San Diego, CA and 4Department of Surgery, University of Florida, Shands Health Science Center, Jacksonville, FL, USA","institution_ids":["https://openalex.org/I123431417","https://openalex.org/I204250578","https://openalex.org/I4210106595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100692711","display_name":"Yipeng Wang","orcid":"https://orcid.org/0000-0003-2092-8888"},"institutions":[{"id":"https://openalex.org/I123431417","display_name":"Scripps Research Institute","ror":"https://ror.org/02dxx6824","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I123431417"]},{"id":"https://openalex.org/I4210106595","display_name":"Sidney Kimmel Cancer Center","ror":"https://ror.org/010h6g454","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210106595"]},{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yipeng Wang","raw_affiliation_strings":["1 The Scripps Research Institute, La Jolla, 2Translational Cancer Biology, Department of Pathology and Laboratory Medicine, University of California, Irvine, 3The Sidney Kimmel Cancer Center, San Diego, CA and 4Department of Surgery, University of Florida, Shands Health Science Center, Jacksonville, FL, USA"],"affiliations":[{"raw_affiliation_string":"1 The Scripps Research Institute, La Jolla, 2Translational Cancer Biology, Department of Pathology and Laboratory Medicine, University of California, Irvine, 3The Sidney Kimmel Cancer Center, San Diego, CA and 4Department of Surgery, University of Florida, Shands Health Science Center, Jacksonville, FL, USA","institution_ids":["https://openalex.org/I123431417","https://openalex.org/I204250578","https://openalex.org/I4210106595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059885997","display_name":"Seven Goodison","orcid":null},"institutions":[{"id":"https://openalex.org/I123431417","display_name":"Scripps Research Institute","ror":"https://ror.org/02dxx6824","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I123431417"]},{"id":"https://openalex.org/I4210106595","display_name":"Sidney Kimmel Cancer Center","ror":"https://ror.org/010h6g454","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210106595"]},{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seven Goodison","raw_affiliation_strings":["1 The Scripps Research Institute, La Jolla, 2Translational Cancer Biology, Department of Pathology and Laboratory Medicine, University of California, Irvine, 3The Sidney Kimmel Cancer Center, San Diego, CA and 4Department of Surgery, University of Florida, Shands Health Science Center, Jacksonville, FL, USA"],"affiliations":[{"raw_affiliation_string":"1 The Scripps Research Institute, La Jolla, 2Translational Cancer Biology, Department of Pathology and Laboratory Medicine, University of California, Irvine, 3The Sidney Kimmel Cancer Center, San Diego, CA and 4Department of Surgery, University of Florida, Shands Health Science Center, Jacksonville, FL, USA","institution_ids":["https://openalex.org/I123431417","https://openalex.org/I204250578","https://openalex.org/I4210106595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083233960","display_name":"Michael McClelland","orcid":"https://orcid.org/0000-0003-1788-9347"},"institutions":[{"id":"https://openalex.org/I4210106595","display_name":"Sidney Kimmel Cancer Center","ror":"https://ror.org/010h6g454","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210106595"]},{"id":"https://openalex.org/I123431417","display_name":"Scripps Research Institute","ror":"https://ror.org/02dxx6824","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I123431417"]},{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael McClelland","raw_affiliation_strings":["1 The Scripps Research Institute, La Jolla, 2Translational Cancer Biology, Department of Pathology and Laboratory Medicine, University of California, Irvine, 3The Sidney Kimmel Cancer Center, San Diego, CA and 4Department of Surgery, University of Florida, Shands Health Science Center, Jacksonville, FL, USA"],"affiliations":[{"raw_affiliation_string":"1 The Scripps Research Institute, La Jolla, 2Translational Cancer Biology, Department of Pathology and Laboratory Medicine, University of California, Irvine, 3The Sidney Kimmel Cancer Center, San Diego, CA and 4Department of Surgery, University of Florida, Shands Health Science Center, Jacksonville, FL, USA","institution_ids":["https://openalex.org/I123431417","https://openalex.org/I204250578","https://openalex.org/I4210106595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088290549","display_name":"Dan Mercola","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]},{"id":"https://openalex.org/I4210106595","display_name":"Sidney Kimmel Cancer Center","ror":"https://ror.org/010h6g454","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210106595"]},{"id":"https://openalex.org/I123431417","display_name":"Scripps Research Institute","ror":"https://ror.org/02dxx6824","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I123431417"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dan Mercola","raw_affiliation_strings":["1 The Scripps Research Institute, La Jolla, 2Translational Cancer Biology, Department of Pathology and Laboratory Medicine, University of California, Irvine, 3The Sidney Kimmel Cancer Center, San Diego, CA and 4Department of Surgery, University of Florida, Shands Health Science Center, Jacksonville, FL, USA"],"affiliations":[{"raw_affiliation_string":"1 The Scripps Research Institute, La Jolla, 2Translational Cancer Biology, Department of Pathology and Laboratory Medicine, University of California, Irvine, 3The Sidney Kimmel Cancer Center, San Diego, CA and 4Department of Surgery, University of Florida, Shands Health Science Center, Jacksonville, FL, USA","institution_ids":["https://openalex.org/I123431417","https://openalex.org/I204250578","https://openalex.org/I4210106595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5090028133"],"corresponding_institution_ids":["https://openalex.org/I123431417","https://openalex.org/I204250578","https://openalex.org/I4210106595"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":7.676,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.96993857,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"25","issue":"1","first_page":"54","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9921000003814697,"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":0.9921000003814697,"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/T11235","display_name":"Statistical Methods in Clinical Trials","score":0.9810000061988831,"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/T10885","display_name":"Gene expression and cancer classification","score":0.972000002861023,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"Prostate cancer","score":0.6915711760520935},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5602242350578308},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5529447793960571},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5514892935752869},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5375897884368896},{"id":"https://openalex.org/keywords/commons","display_name":"Commons","score":0.5298027396202087},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5173846483230591},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4751186966896057},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3083212077617645},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21967962384223938},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.20153716206550598},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.17082452774047852},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.121182382106781},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.0694957971572876}],"concepts":[{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.6915711760520935},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5602242350578308},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5529447793960571},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5514892935752869},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5375897884368896},{"id":"https://openalex.org/C49427245","wikidata":"https://www.wikidata.org/wiki/Q9828451","display_name":"Commons","level":2,"score":0.5298027396202087},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5173846483230591},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4751186966896057},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3083212077617645},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21967962384223938},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.20153716206550598},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.17082452774047852},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.121182382106781},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0694957971572876},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011468","descriptor_name":"Prostatectomy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011468","descriptor_name":"Prostatectomy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011468","descriptor_name":"Prostatectomy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D011471","descriptor_name":"Prostatic Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D012008","descriptor_name":"Recurrence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012008","descriptor_name":"Recurrence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012008","descriptor_name":"Recurrence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015331","descriptor_name":"Cohort Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015331","descriptor_name":"Cohort Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015331","descriptor_name":"Cohort Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016016","descriptor_name":"Proportional Hazards Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016016","descriptor_name":"Proportional Hazards Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016016","descriptor_name":"Proportional Hazards Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018450","descriptor_name":"Disease Progression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018450","descriptor_name":"Disease Progression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018450","descriptor_name":"Disease Progression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018572","descriptor_name":"Disease-Free Survival","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018572","descriptor_name":"Disease-Free Survival","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018572","descriptor_name":"Disease-Free Survival","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D052138","descriptor_name":"Genes, Neoplasm","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D052138","descriptor_name":"Genes, Neoplasm","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D052138","descriptor_name":"Genes, Neoplasm","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btn354","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btn354","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/25/1/54/48981809/bioinformatics_25_1_54.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:18628288","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/18628288","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics (Oxford, England)","raw_type":null},{"id":"pmh:oai:europepmc.org:1941314","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2638928","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btn354","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btn354","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/25/1/54/48981809/bioinformatics_25_1_54.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6200000047683716,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2099273977.pdf","grobid_xml":"https://content.openalex.org/works/W2099273977.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W150987698","https://openalex.org/W188593771","https://openalex.org/W370143576","https://openalex.org/W1550861865","https://openalex.org/W1594031697","https://openalex.org/W1605688901","https://openalex.org/W1979044514","https://openalex.org/W1980485115","https://openalex.org/W1988790447","https://openalex.org/W2013207349","https://openalex.org/W2032739457","https://openalex.org/W2032980774","https://openalex.org/W2043235003","https://openalex.org/W2044702943","https://openalex.org/W2052278533","https://openalex.org/W2052854901","https://openalex.org/W2057243132","https://openalex.org/W2067885219","https://openalex.org/W2074465378","https://openalex.org/W2076651258","https://openalex.org/W2084139018","https://openalex.org/W2088076795","https://openalex.org/W2091947792","https://openalex.org/W2093729382","https://openalex.org/W2099367744","https://openalex.org/W2108426942","https://openalex.org/W2115629999","https://openalex.org/W2135293965","https://openalex.org/W2141866921","https://openalex.org/W2150290224","https://openalex.org/W2152012752","https://openalex.org/W2152953301","https://openalex.org/W2157132621","https://openalex.org/W2166666333","https://openalex.org/W2171077814","https://openalex.org/W2330820318","https://openalex.org/W2499420371","https://openalex.org/W2912934387","https://openalex.org/W3015688538","https://openalex.org/W4212883601","https://openalex.org/W6606178109","https://openalex.org/W6607674834","https://openalex.org/W6675812254","https://openalex.org/W6681265623","https://openalex.org/W6682537167"],"related_works":["https://openalex.org/W4221061324","https://openalex.org/W4293337154","https://openalex.org/W2093076951","https://openalex.org/W2199588483","https://openalex.org/W3015187458","https://openalex.org/W2029448061","https://openalex.org/W102769829","https://openalex.org/W3136871737","https://openalex.org/W2558685994","https://openalex.org/W4390860632"],"abstract_inverted_index":{"Using":[0],"time":[1,44],"to":[2,45,48],"progression":[3,46],"following":[4],"prostatectomy":[5],"as":[6],"the":[7,26,37],"relevant":[8],"clinical":[9,28,50],"endpoint,":[10],"we":[11],"found":[12],"that":[13],"ensemble":[14],"tree":[15],"classifiers":[16],"robustly":[17],"and":[18,33],"reproducibly":[19],"identified":[20],"three":[21],"subgroups":[22],"of":[23,43],"patients":[24],"in":[25],"two":[27],"datasets:":[29],"non-progressors,":[30],"early":[31],"progressors":[32],"late":[34],"progressors.":[35],"Moreover,":[36],"consensus":[38],"classifications":[39],"were":[40],"independent":[41],"predictors":[42],"compared":[47],"known":[49],"prognostic":[51],"factors.":[52]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}