{"id":"https://openalex.org/W2911548813","doi":"https://doi.org/10.1109/access.2019.2898897","title":"A Novel Multi-Stage Fusion based Approach for Gene Expression Profiling in Non-Small Cell Lung Cancer","display_name":"A Novel Multi-Stage Fusion based Approach for Gene Expression Profiling in Non-Small Cell Lung Cancer","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2911548813","doi":"https://doi.org/10.1109/access.2019.2898897","mag":"2911548813"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2898897","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2898897","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08640031.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08640031.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038468793","display_name":"Muhamed Wael Farouq","orcid":null},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Muhamed Wael Farouq","raw_affiliation_strings":["Department of Statistics, Ain Shams University, Cairo, Egypt","Ain Shams University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, Ain Shams University, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]},{"raw_affiliation_string":"Ain Shams University","institution_ids":["https://openalex.org/I107720978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042123158","display_name":"Wadii Boulila","orcid":"https://orcid.org/0000-0003-2133-0757"},"institutions":[{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Wadii Boulila","raw_affiliation_strings":["RIADI Laboratory, National School of Computer Sciences, University of Manouba, Manouba, Tunisia","University of Manouba, National School of Computer Science","D\u00e9partement Image et Traitement Information"],"raw_orcid":"https://orcid.org/0000-0003-2133-0757","affiliations":[{"raw_affiliation_string":"RIADI Laboratory, National School of Computer Sciences, University of Manouba, Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]},{"raw_affiliation_string":"University of Manouba, National School of Computer Science","institution_ids":["https://openalex.org/I83259278"]},{"raw_affiliation_string":"D\u00e9partement Image et Traitement Information","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108673757","display_name":"Medhat Abdel-aal","orcid":null},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Medhat Abdel-aal","raw_affiliation_strings":["Department of Statistics, Ain Shams University, Cairo, Egypt","Ain Shams University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, Ain Shams University, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]},{"raw_affiliation_string":"Ain Shams University","institution_ids":["https://openalex.org/I107720978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062211930","display_name":"Amir Hussain","orcid":"https://orcid.org/0000-0002-8080-082X"},"institutions":[{"id":"https://openalex.org/I12093191","display_name":"University of Stirling","ror":"https://ror.org/045wgfr59","country_code":"GB","type":"education","lineage":["https://openalex.org/I12093191"]},{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Amir Hussain","raw_affiliation_strings":["School of Computing, Edinburgh Napier University, Edinburgh, U.K","School of Computing, Edinburgh Napier University, Scotland, UK","University of Stirling"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Edinburgh Napier University, Edinburgh, U.K","institution_ids":["https://openalex.org/I251738"]},{"raw_affiliation_string":"School of Computing, Edinburgh Napier University, Scotland, UK","institution_ids":["https://openalex.org/I251738"]},{"raw_affiliation_string":"University of Stirling","institution_ids":["https://openalex.org/I12093191"]}]},{"author_position":"last","author":{"id":null,"display_name":"Abdel-Badeeh Salem","orcid":null},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Abdel-Badeeh Salem","raw_affiliation_strings":["Faculty of Computer Science, Ain Shams University, Cairo, Egypt","Ain Shams University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Ain Shams University, Cairo, Egypt","institution_ids":["https://openalex.org/I107720978"]},{"raw_affiliation_string":"Ain Shams University","institution_ids":["https://openalex.org/I107720978"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038468793"],"corresponding_institution_ids":["https://openalex.org/I107720978"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.7693,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.702232,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"7","issue":null,"first_page":"37141","last_page":"37150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9973999857902527,"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":0.9973999857902527,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9937999844551086,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9937000274658203,"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/ros1","display_name":"ROS1","score":0.7869064807891846},{"id":"https://openalex.org/keywords/kras","display_name":"KRAS","score":0.7801682949066162},{"id":"https://openalex.org/keywords/neuroblastoma-ras-viral-oncogene-homolog","display_name":"Neuroblastoma RAS viral oncogene homolog","score":0.7142673134803772},{"id":"https://openalex.org/keywords/carcinogenesis","display_name":"Carcinogenesis","score":0.6164682507514954},{"id":"https://openalex.org/keywords/fusion-gene","display_name":"Fusion gene","score":0.5871667861938477},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.5709187388420105},{"id":"https://openalex.org/keywords/gene-expression-profiling","display_name":"Gene expression profiling","score":0.5444011688232422},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5367321968078613},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.464493066072464},{"id":"https://openalex.org/keywords/cancer-research","display_name":"Cancer research","score":0.4083714485168457},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.40405452251434326},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.3731367290019989},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3614928722381592},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3306383490562439},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.2227262258529663},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.21346920728683472},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2077447474002838},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.176125168800354},{"id":"https://openalex.org/keywords/adenocarcinoma","display_name":"Adenocarcinoma","score":0.13340824842453003}],"concepts":[{"id":"https://openalex.org/C2775999482","wikidata":"https://www.wikidata.org/wiki/Q18031208","display_name":"ROS1","level":4,"score":0.7869064807891846},{"id":"https://openalex.org/C2781187634","wikidata":"https://www.wikidata.org/wiki/Q20969980","display_name":"KRAS","level":4,"score":0.7801682949066162},{"id":"https://openalex.org/C21790070","wikidata":"https://www.wikidata.org/wiki/Q18030215","display_name":"Neuroblastoma RAS viral oncogene homolog","level":5,"score":0.7142673134803772},{"id":"https://openalex.org/C555283112","wikidata":"https://www.wikidata.org/wiki/Q1637543","display_name":"Carcinogenesis","level":3,"score":0.6164682507514954},{"id":"https://openalex.org/C111829193","wikidata":"https://www.wikidata.org/wiki/Q1108970","display_name":"Fusion gene","level":3,"score":0.5871667861938477},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.5709187388420105},{"id":"https://openalex.org/C18431079","wikidata":"https://www.wikidata.org/wiki/Q1502169","display_name":"Gene expression profiling","level":4,"score":0.5444011688232422},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5367321968078613},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.464493066072464},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.4083714485168457},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.40405452251434326},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.3731367290019989},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3614928722381592},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3306383490562439},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.2227262258529663},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.21346920728683472},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2077447474002838},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.176125168800354},{"id":"https://openalex.org/C2781182431","wikidata":"https://www.wikidata.org/wiki/Q356033","display_name":"Adenocarcinoma","level":3,"score":0.13340824842453003}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/access.2019.2898897","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2898897","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08640031.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02018644v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02018644","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, 2019, 7, ⟨10.1109/ACCESS.2019.2898897⟩","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:8758d32a8cae4ed5a6adb12bfb0196fb","is_oa":true,"landing_page_url":"https://doaj.org/article/8758d32a8cae4ed5a6adb12bfb0196fb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 37141-37150 (2019)","raw_type":"article"},{"id":"pmh:oai:napier-surface.worktribe.com:2709401","is_oa":true,"landing_page_url":"https://napier-surface.worktribe.com/2709401/1/A%20Novel%20Multi-Stage%20Fusion%20Based%20Approach%20For%20Gene%20Expression%20Profiling%20In%20Non-Small%20Cell%20Lung%20Cancer","pdf_url":null,"source":{"id":"https://openalex.org/S4306400544","display_name":"Research Output (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"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":"Journal Article"},{"id":"pmh:oai:repository@napier.ac.uk:2709401","is_oa":true,"landing_page_url":"http://researchrepository.napier.ac.uk/Output/2709401","pdf_url":null,"source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publishedVersion"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2898897","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2898897","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08640031.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2911548813.pdf","grobid_xml":"https://content.openalex.org/works/W2911548813.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W5651025","https://openalex.org/W1496697058","https://openalex.org/W1989249416","https://openalex.org/W1995450389","https://openalex.org/W1997805746","https://openalex.org/W2007764604","https://openalex.org/W2064720126","https://openalex.org/W2064962332","https://openalex.org/W2094191210","https://openalex.org/W2100060407","https://openalex.org/W2103137219","https://openalex.org/W2118805675","https://openalex.org/W2132530624","https://openalex.org/W2141012957","https://openalex.org/W2156247618","https://openalex.org/W2307710359","https://openalex.org/W2533465481","https://openalex.org/W2552505238","https://openalex.org/W2589442816","https://openalex.org/W2620456568","https://openalex.org/W2680969515","https://openalex.org/W2740154943","https://openalex.org/W2765271019","https://openalex.org/W2766491340","https://openalex.org/W2769974385","https://openalex.org/W2792944510","https://openalex.org/W4384483724","https://openalex.org/W6854642186"],"related_works":["https://openalex.org/W2266896604","https://openalex.org/W2315043173","https://openalex.org/W2133128087","https://openalex.org/W2603968999","https://openalex.org/W2029503777","https://openalex.org/W4242147590","https://openalex.org/W4382806856","https://openalex.org/W2730247823","https://openalex.org/W2997573493","https://openalex.org/W2693067620"],"abstract_inverted_index":{"Background:":[0],"Non-small":[1],"cell":[2,36,188,241],"lung":[3,37,82,189,242],"cancer":[4,38,83,190],"is":[5,202],"defined":[6],"at":[7,116,146,171],"the":[8,47,50,60,112,117,142,147,161,167,172,199,217,225],"molecular":[9],"level":[10],"by":[11,99,108,129,138,155],"mutations":[12],"and":[13,29,65,93,123,223,227],"alterations":[14],"to":[15,74,104,134,160,203,210,232,239,252],"oncogenes,":[16],"including":[17],"AKT1,":[18],"ALK,":[19,122],"BRAF,":[20,91],"EGFR,":[21],"HER2,":[22],"KRAS,":[23],"MEK1,":[24],"MET,":[25,121],"NRAS,":[26],"PIK3CA,":[27],"RET,":[28,92],"ROS1.":[30],"A":[31],"better":[32,234],"understanding":[33],"of":[34,43,49,62,186,198,229,236,248,255],"non-small":[35,187,240],"requires":[39],"a":[40,109,139,164,178,233],"thorough":[41],"consideration":[42],"these":[44],"oncogenes.":[45],"However,":[46],"complexity":[48],"problem":[51],"arises":[52],"from":[53,102,132,158,213],"high-dimensional":[54],"gene":[55,67,183],"vector":[56],"space,":[57],"which":[58],"complicates":[59],"identification":[61],"cluster":[63,69,101],"boundaries,":[64],"hence":[66],"expression":[68,184],"membership.":[70],"This":[71,220],"paper":[72],"aims":[73],"analyze":[75],"potential":[76],"biological":[77],"biomarkers":[78],"for":[79,182],"tumorigenesis":[80],"in":[81,111,141,166,216],"based":[84],"on":[85],"different":[86,214,259],"treatment":[87,105,114,135,144,162,169],"solutions.":[88],"Results:":[89],"Genes":[90,120],"ROS1":[94],"show":[95,125],"an":[96,126,152],"overexpression":[97,127],"transition":[98,128,154],"one":[100],"non-treatment":[103,133,159],"states,":[106,136,163],"followed":[107,137],"stabilization":[110,140,165],"3":[113,143,168],"states":[115,145,170,257],"same":[118,148,173],"cluster.":[119,149,174],"PIK3CA":[124],"two":[130,156],"clusters":[131,157],"SME1":[150],"shows":[151],"under-expression":[153],"Conclusions:":[175],"We":[176,244],"present":[177],"novel":[179],"fusion-based":[180],"approach":[181,201],"profiling":[185],"under":[191,258],"non-thermal":[192,260],"plasma":[193,261],"treatment.":[194],"The":[195],"main":[196],"contribution":[197],"proposed":[200],"exploit":[204],"Dempster-Shafer":[205],"evidence":[206],"theory-based":[207],"data":[208],"fusion":[209],"combine":[211],"information":[212],"samples":[215],"considered":[218],"dataset.":[219],"minimizes":[221],"uncertainty":[222],"enhances":[224],"reliability":[226],"validity":[228],"decisions,":[230],"leading":[231],"description":[235],"genes":[237],"related":[238],"cancer.":[243],"also":[245],"propose":[246],"use":[247],"fuzzy":[249],"c-means-with-range":[250],"clustering":[251],"track":[253],"changes":[254],"genes'":[256],"treatments.":[262]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2019-02-21T00:00:00"}