{"id":"https://openalex.org/W4385249003","doi":"https://doi.org/10.1093/bioinformatics/btad452","title":"Prior information-assisted integrative analysis of multiple datasets","display_name":"Prior information-assisted integrative analysis of multiple datasets","publication_year":2023,"publication_date":"2023-07-25","ids":{"openalex":"https://openalex.org/W4385249003","doi":"https://doi.org/10.1093/bioinformatics/btad452","pmid":"https://pubmed.ncbi.nlm.nih.gov/37490475"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btad452","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btad452","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/39/8/btad452/51035839/btad452.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"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":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/39/8/btad452/51035839/btad452.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100442810","display_name":"Feifei Wang","orcid":"https://orcid.org/0000-0001-8260-2053"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feifei Wang","raw_affiliation_strings":["Center for Applied Statistics, Renmin University of China , Beijing 100872, China","Institute for Data Science in Health, Renmin University of China , Beijing 100872, China","School of Statistics, Renmin University of China , Beijing 100872, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Applied Statistics, Renmin University of China , Beijing 100872, China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"Institute for Data Science in Health, Renmin University of China , Beijing 100872, China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"School of Statistics, Renmin University of China , Beijing 100872, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041113848","display_name":"Dongzuo Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongzuo Liang","raw_affiliation_strings":["RSS and China-Re Life Joint Lab on Public Health and Risk Management, Renmin University of China , Beijing 100872, China","School of Statistics, Renmin University of China , Beijing 100872, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RSS and China-Re Life Joint Lab on Public Health and Risk Management, Renmin University of China , Beijing 100872, China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"School of Statistics, Renmin University of China , Beijing 100872, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100421583","display_name":"Yang Li","orcid":"https://orcid.org/0000-0002-6287-5094"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Li","raw_affiliation_strings":["Center for Applied Statistics, Renmin University of China , Beijing 100872, China","RSS and China-Re Life Joint Lab on Public Health and Risk Management, Renmin University of China , Beijing 100872, China","School of Statistics, Renmin University of China , Beijing 100872, China"],"raw_orcid":"https://orcid.org/0000-0002-6287-5094","affiliations":[{"raw_affiliation_string":"Center for Applied Statistics, Renmin University of China , Beijing 100872, China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"RSS and China-Re Life Joint Lab on Public Health and Risk Management, Renmin University of China , Beijing 100872, China","institution_ids":["https://openalex.org/I78988378"]},{"raw_affiliation_string":"School of Statistics, Renmin University of China , Beijing 100872, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070916971","display_name":"Shuangge Ma","orcid":"https://orcid.org/0000-0001-9001-4999"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shuangge Ma","raw_affiliation_strings":["Department of Biostatistics, Yale University , New Haven, CT 06520, United States"],"raw_orcid":"https://orcid.org/0000-0001-9001-4999","affiliations":[{"raw_affiliation_string":"Department of Biostatistics, Yale University , New Haven, CT 06520, United States","institution_ids":["https://openalex.org/I32971472"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5070916971","https://openalex.org/A5100421583"],"corresponding_institution_ids":["https://openalex.org/I32971472","https://openalex.org/I78988378"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":{"value":3618,"currency":"USD","value_usd":3618},"fwci":0.7389,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.67221837,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"39","issue":"8","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.5322999954223633,"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.5322999954223633,"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"}},{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.047200001776218414,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/T10862","display_name":"AI in cancer detection","score":0.04699999839067459,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7970781326293945},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5486352443695068},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5271570086479187},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5246051549911499},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.5171322226524353},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.4908817410469055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4537600874900818},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43942031264305115},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.41478657722473145}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7970781326293945},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5486352443695068},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5271570086479187},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5246051549911499},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.5171322226524353},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.4908817410469055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4537600874900818},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43942031264305115},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.41478657722473145},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000096142","descriptor_name":"Melanoma, Cutaneous Malignant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000096142","descriptor_name":"Melanoma, Cutaneous Malignant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000096142","descriptor_name":"Cutaneous Malignant Melanoma","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000096142","descriptor_name":"Melanoma, Cutaneous Malignant","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","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":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016678","descriptor_name":"Genome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016678","descriptor_name":"Genome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016678","descriptor_name":"Genome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016678","descriptor_name":"Genome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bioinformatics/btad452","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btad452","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/39/8/btad452/51035839/btad452.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"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":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:37490475","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37490475","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:pubmedcentral.nih.gov:10400378","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10400378","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10400378/pdf/btad452.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btad452","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btad452","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/39/8/btad452/51035839/btad452.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":true,"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":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4699999988079071,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G3165978229","display_name":null,"funder_award_id":"72271237","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3909356229","display_name":null,"funder_award_id":"20JZD023","funder_id":"https://openalex.org/F4320321106","funder_display_name":"Ministry of Education of the People's Republic of China"},{"id":"https://openalex.org/G4963981150","display_name":"Novel Methods for Identifying Genetic Interactions for Cancer Prognosis","funder_award_id":"5r01ca204120-08","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7010399656","display_name":"\u5927\u89c4\u6a21\u975e\u968f\u673a\u5206\u5e03\u6570\u636e\u4e0b\u5e7f\u4e49\u7ebf\u6027\u56de\u5f52\u6a21\u578b\u7684\u7406\u8bba\u4e0e\u5e94\u7528\u7814\u7a76","funder_award_id":"72001205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8490343050","display_name":null,"funder_award_id":"CA204120","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G932882466","display_name":"Novel Methods for Identifying Genetic Interactions for Cancer Prognosis","funder_award_id":"2r01ca204120-05a1","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321106","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934"},{"id":"https://openalex.org/F4320322499","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92"},{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385249003.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1490229620","https://openalex.org/W1499291662","https://openalex.org/W1594740972","https://openalex.org/W1881929920","https://openalex.org/W1973277018","https://openalex.org/W1990014790","https://openalex.org/W2024992394","https://openalex.org/W2026574448","https://openalex.org/W2060515712","https://openalex.org/W2074973972","https://openalex.org/W2082562176","https://openalex.org/W2116063398","https://openalex.org/W2138049103","https://openalex.org/W2149331396","https://openalex.org/W2155852899","https://openalex.org/W2163110164","https://openalex.org/W2765976734","https://openalex.org/W2767938386","https://openalex.org/W2910543001","https://openalex.org/W2941703101","https://openalex.org/W2975252763","https://openalex.org/W2992092885","https://openalex.org/W3010591361","https://openalex.org/W3092278780","https://openalex.org/W3124158594","https://openalex.org/W3126881712","https://openalex.org/W4207041763"],"related_works":["https://openalex.org/W4296209631","https://openalex.org/W4256576576","https://openalex.org/W3097449145","https://openalex.org/W3090384609","https://openalex.org/W2561617217","https://openalex.org/W3194013178","https://openalex.org/W4293226380","https://openalex.org/W2025378473","https://openalex.org/W4249086404","https://openalex.org/W4236464082"],"abstract_inverted_index":{"MOTIVATION:":[0],"Analyzing":[1],"genetic":[2,25,94],"data":[3,148,168],"to":[4,88,112,155],"identify":[5],"markers":[6],"and":[7,22,58,63],"construct":[8],"predictive":[9],"models":[10],"is":[11,52,124,163],"of":[12,76,92,135,143],"great":[13],"interest":[14],"in":[15,173,179],"biomedical":[16],"research.":[17],"However,":[18],"limited":[19],"by":[20],"cost":[21],"sample":[23,32],"availability,":[24],"studies":[26,137],"often":[27,53],"suffer":[28],"from":[29,116],"the":[30,120,140,144,171],"\"small":[31],"size,":[33],"high":[34],"dimensionality\"":[35],"problem.":[36],"To":[37,96],"tackle":[38],"this":[39,174],"problem,":[40],"an":[41,108],"integrative":[42,90],"analysis":[43,91],"that":[44,138,169],"collectively":[45],"analyzes":[46],"multiple":[47,93],"datasets":[48],"with":[49,107],"compatible":[50],"designs":[51],"conducted.":[54],"For":[55],"regularizing":[56],"estimation":[57],"selecting":[59],"relevant":[60],"variables,":[61],"penalization":[62],"other":[64],"regularization":[65],"techniques":[66],"are":[67,153,176],"routinely":[68],"adopted.":[69],"\"Blindly\"":[70],"searching":[71],"over":[72],"a":[73,103,127,133],"vast":[74],"number":[75],"variables":[77],"may":[78],"not":[79],"be":[80],"efficient.":[81],"RESULTS:":[82],"We":[83,131],"propose":[84],"incorporating":[85],"prior":[86,99,122],"information":[87,115,123],"assist":[89],"datasets.":[95],"obtain":[97],"accurate":[98],"information,":[100],"we":[101],"adopt":[102],"convolutional":[104],"neural":[105],"network":[106],"active":[109],"learning":[110],"strategy":[111],"label":[113],"textual":[114],"previous":[117],"studies.":[118],"Then":[119],"extracted":[121],"incorporated":[125],"using":[126],"group":[128],"LASSO-based":[129],"technique.":[130],"conducted":[132],"series":[134],"simulation":[136],"demonstrated":[139],"satisfactory":[141],"performance":[142],"proposed":[145],"method.":[146],"Finally,":[147],"on":[149],"skin":[150],"cutaneous":[151],"melanoma":[152],"analyzed":[154],"establish":[156],"practical":[157],"utility.":[158],"AVAILABILITY":[159],"AND":[160],"IMPLEMENTATION:":[161],"Code":[162],"available":[164,178],"at":[165,185],"https://github.com/ldz7/PAIA.":[166],"The":[167],"support":[170],"findings":[172],"article":[175],"openly":[177],"TCGA":[180],"(The":[181],"Cancer":[182],"Genome":[183],"Atlas)":[184],"https://portal.gdc.cancer.gov/.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-08-08T01:25:22.217667","created_date":"2025-10-10T00:00:00"}