{"id":"https://openalex.org/W3087901980","doi":"https://doi.org/10.1093/bib/bbaa250","title":"Prediction of driver variants in the cancer genome via machine learning methodologies","display_name":"Prediction of driver variants in the cancer genome via machine learning methodologies","publication_year":2020,"publication_date":"2020-10-08","ids":{"openalex":"https://openalex.org/W3087901980","doi":"https://doi.org/10.1093/bib/bbaa250","mag":"3087901980","pmid":"https://pubmed.ncbi.nlm.nih.gov/33094325"},"language":"en","primary_location":{"id":"doi:10.1093/bib/bbaa250","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaa250","pdf_url":"https://academic.oup.com/bib/advance-article-pdf/doi/10.1093/bib/bbaa250/33986641/bbaa250.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/bib/advance-article-pdf/doi/10.1093/bib/bbaa250/33986641/bbaa250.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001892521","display_name":"Mark F. Rogers","orcid":"https://orcid.org/0000-0001-7886-0674"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mark F Rogers","raw_affiliation_strings":["Fort Collins, Colorado"],"affiliations":[{"raw_affiliation_string":"Fort Collins, Colorado","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036589831","display_name":"Tom R. Gaunt","orcid":"https://orcid.org/0000-0003-0924-3247"},"institutions":[{"id":"https://openalex.org/I4210158597","display_name":"MRC Epidemiology Unit","ror":"https://ror.org/052578691","country_code":"GB","type":"facility","lineage":["https://openalex.org/I241749","https://openalex.org/I4210087105","https://openalex.org/I4210158597","https://openalex.org/I90344618"]},{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tom R Gaunt","raw_affiliation_strings":["MRC Integrative Epidemiology Unit, University of Bristol"],"affiliations":[{"raw_affiliation_string":"MRC Integrative Epidemiology Unit, University of Bristol","institution_ids":["https://openalex.org/I4210158597","https://openalex.org/I36234482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079342653","display_name":"Colin Campbell","orcid":"https://orcid.org/0000-0002-4775-9802"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Colin Campbell","raw_affiliation_strings":["University of Bristol with interests in machine learning and medical bioinformatics"],"affiliations":[{"raw_affiliation_string":"University of Bristol with interests in machine learning and medical bioinformatics","institution_ids":["https://openalex.org/I36234482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5079342653"],"corresponding_institution_ids":["https://openalex.org/I36234482"],"apc_list":{"value":4011,"currency":"USD","value_usd":4011},"apc_paid":{"value":4011,"currency":"USD","value_usd":4011},"fwci":1.9817,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.86834939,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"22","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11642","display_name":"Genomics and Rare Diseases","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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"}},"topics":[{"id":"https://openalex.org/T11642","display_name":"Genomics and Rare Diseases","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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"}},{"id":"https://openalex.org/T10261","display_name":"Genetic Associations and Epidemiology","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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"}},{"id":"https://openalex.org/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.9936000108718872,"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/variety","display_name":"Variety (cybernetics)","score":0.7047553658485413},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6937127113342285},{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.6662987470626831},{"id":"https://openalex.org/keywords/human-genome","display_name":"Human genome","score":0.5430625677108765},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4997284412384033},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.492317795753479},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4865797758102417},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.48542699217796326},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.348389208316803},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33321288228034973},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.2830500602722168},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2630141079425812},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.20743179321289062},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08388927578926086}],"concepts":[{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7047553658485413},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6937127113342285},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.6662987470626831},{"id":"https://openalex.org/C197077220","wikidata":"https://www.wikidata.org/wiki/Q720988","display_name":"Human genome","level":4,"score":0.5430625677108765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4997284412384033},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.492317795753479},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4865797758102417},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.48542699217796326},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.348389208316803},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33321288228034973},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.2830500602722168},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2630141079425812},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.20743179321289062},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08388927578926086},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015894","descriptor_name":"Genome, Human","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015894","descriptor_name":"Genome, Human","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015894","descriptor_name":"Genome, Human","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015894","descriptor_name":"Genome, Human","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015894","descriptor_name":"Genome, Human","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1093/bib/bbaa250","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaa250","pdf_url":"https://academic.oup.com/bib/advance-article-pdf/doi/10.1093/bib/bbaa250/33986641/bbaa250.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},{"id":"pmid:33094325","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33094325","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":"Briefings in bioinformatics","raw_type":null},{"id":"pmh:oai:research-information.bris.ac.uk:openaire_cris_publications/0c5a90e5-d5e9-4e3d-b9f9-073bb69d8d43","is_oa":true,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/0c5a90e5-d5e9-4e3d-b9f9-073bb69d8d43","pdf_url":"https://research-information.bris.ac.uk/files/265528499/bbaa250.pdf","source":{"id":"https://openalex.org/S7407055359","display_name":"Explore Bristol Research","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Rogers, M F, Gaunt, T R & Campbell, I C G 2020, 'Prediction of driver variants in the cancer genome via machine learning methodologies', Briefings in Bioinformatics, vol. (2020), bbaa250. https://doi.org/10.1093/bib/bbaa250","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:research-information.bris.ac.uk:publications/0c5a90e5-d5e9-4e3d-b9f9-073bb69d8d43","is_oa":true,"landing_page_url":"https://hdl.handle.net/1983/0c5a90e5-d5e9-4e3d-b9f9-073bb69d8d43","pdf_url":"https://research-information.bris.ac.uk/en/publications/0c5a90e5-d5e9-4e3d-b9f9-073bb69d8d43","source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"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":"","raw_type":""},{"id":"pmh:oai:pubmedcentral.nih.gov:8293831","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8293831","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brief Bioinform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bib/bbaa250","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaa250","pdf_url":"https://academic.oup.com/bib/advance-article-pdf/doi/10.1093/bib/bbaa250/33986641/bbaa250.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G173885373","display_name":null,"funder_award_id":"C18281/A19169","funder_id":"https://openalex.org/F4320320360","funder_display_name":"University of Bristol"},{"id":"https://openalex.org/G2291477964","display_name":null,"funder_award_id":"MC_UU_00011/4","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G3718231973","display_name":null,"funder_award_id":"18281/A19169","funder_id":"https://openalex.org/F4320319985","funder_display_name":"Cancer Research UK"},{"id":"https://openalex.org/G4096213317","display_name":null,"funder_award_id":"Programme","funder_id":"https://openalex.org/F4320319985","funder_display_name":"Cancer Research UK"},{"id":"https://openalex.org/G5566807808","display_name":null,"funder_award_id":"MC_UU_","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G6047287853","display_name":null,"funder_award_id":"C18281/A19169","funder_id":"https://openalex.org/F4320319985","funder_display_name":"Cancer Research UK"},{"id":"https://openalex.org/G6682065591","display_name":null,"funder_award_id":"A19169","funder_id":"https://openalex.org/F4320319985","funder_display_name":"Cancer Research UK"},{"id":"https://openalex.org/G7090927490","display_name":null,"funder_award_id":"C18281","funder_id":"https://openalex.org/F4320319985","funder_display_name":"Cancer Research UK"},{"id":"https://openalex.org/G8502142660","display_name":null,"funder_award_id":"MC_UU_00011","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G8884418509","display_name":null,"funder_award_id":"MC_UU_0001","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G8987808804","display_name":null,"funder_award_id":"EP/M01715X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320319985","display_name":"Cancer Research UK","ror":"https://ror.org/054225q67"},{"id":"https://openalex.org/F4320320360","display_name":"University of Bristol","ror":"https://ror.org/0524sp257"},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3087901980.pdf","grobid_xml":"https://content.openalex.org/works/W3087901980.grobid-xml"},"referenced_works_count":77,"referenced_works":["https://openalex.org/W81806722","https://openalex.org/W1510073064","https://openalex.org/W1970413157","https://openalex.org/W1976815080","https://openalex.org/W1993605227","https://openalex.org/W2011582941","https://openalex.org/W2016193168","https://openalex.org/W2048896634","https://openalex.org/W2058487877","https://openalex.org/W2059145105","https://openalex.org/W2072572998","https://openalex.org/W2077098920","https://openalex.org/W2089335658","https://openalex.org/W2092685308","https://openalex.org/W2096791516","https://openalex.org/W2100867326","https://openalex.org/W2101412130","https://openalex.org/W2109743529","https://openalex.org/W2114029728","https://openalex.org/W2117098110","https://openalex.org/W2117396697","https://openalex.org/W2118527670","https://openalex.org/W2141014201","https://openalex.org/W2143238378","https://openalex.org/W2145191876","https://openalex.org/W2148105023","https://openalex.org/W2159987716","https://openalex.org/W2160995259","https://openalex.org/W2163188200","https://openalex.org/W2167852161","https://openalex.org/W2169243280","https://openalex.org/W2171003891","https://openalex.org/W2195303995","https://openalex.org/W2225726427","https://openalex.org/W2259938310","https://openalex.org/W2262414037","https://openalex.org/W2510836133","https://openalex.org/W2521967673","https://openalex.org/W2535426958","https://openalex.org/W2563407131","https://openalex.org/W2570948412","https://openalex.org/W2571852295","https://openalex.org/W2611387862","https://openalex.org/W2612196455","https://openalex.org/W2751686252","https://openalex.org/W2754300472","https://openalex.org/W2759206428","https://openalex.org/W2762443459","https://openalex.org/W2767034994","https://openalex.org/W2898789672","https://openalex.org/W2899072237","https://openalex.org/W2905452503","https://openalex.org/W2913030342","https://openalex.org/W2936956377","https://openalex.org/W2949886398","https://openalex.org/W2950495821","https://openalex.org/W2950829512","https://openalex.org/W2954366201","https://openalex.org/W2963382551","https://openalex.org/W2964994247","https://openalex.org/W2969524309","https://openalex.org/W2972935357","https://openalex.org/W2973381322","https://openalex.org/W2978239697","https://openalex.org/W2981577253","https://openalex.org/W2991479679","https://openalex.org/W3008303614","https://openalex.org/W3015320198","https://openalex.org/W3016000397","https://openalex.org/W3029661147","https://openalex.org/W4251118878","https://openalex.org/W4251379442","https://openalex.org/W6603295607","https://openalex.org/W6676602786","https://openalex.org/W6763329719","https://openalex.org/W6763533969","https://openalex.org/W7073916369"],"related_works":["https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748","https://openalex.org/W3125814499","https://openalex.org/W2090827041","https://openalex.org/W1969895229","https://openalex.org/W2108497208","https://openalex.org/W2394962248"],"abstract_inverted_index":{"Sequencing":[0],"technologies":[1],"have":[2,27],"led":[3],"to":[4],"the":[5,11,63,77,81],"identification":[6],"of":[7,24,53,71,80,95],"many":[8],"variants":[9,33,61],"in":[10,62,91],"human":[12,64],"genome":[13,66,83],"which":[14,32,38,60,92],"could":[15],"act":[16,68],"as":[17,69],"disease-drivers.":[18],"As":[19],"a":[20,22,51],"consequence,":[21],"variety":[23],"bioinformatics":[25],"tools":[26,97],"been":[28],"proposed":[29],"for":[30],"predicting":[31,59],"may":[34,39,67,98],"drive":[35],"disease,":[36],"and":[37,88],"be":[40,99],"causatively":[41],"neutral.":[42],"After":[43],"briefly":[44],"reviewing":[45],"generic":[46],"tools,":[47],"we":[48],"focus":[49],"on":[50],"subset":[52],"these":[54,86,93],"methods":[55],"specifically":[56],"geared":[57],"toward":[58],"cancer":[65,82],"enablers":[70],"unregulated":[72],"cell":[73],"proliferation.":[74],"We":[75],"consider":[76],"resultant":[78],"view":[79],"indicated":[84],"by":[85,101],"predictors":[87],"discuss":[89],"ways":[90],"types":[94],"prediction":[96],"progressed":[100],"further":[102],"research.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
