{"id":"https://openalex.org/W3035821817","doi":"https://doi.org/10.1109/access.2020.3003999","title":"Screening of Pathogenic Genes for Colorectal Cancer and Deep Learning in the Diagnosis of Colorectal Cancer","display_name":"Screening of Pathogenic Genes for Colorectal Cancer and Deep Learning in the Diagnosis of Colorectal Cancer","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3035821817","doi":"https://doi.org/10.1109/access.2020.3003999","mag":"3035821817"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3003999","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3003999","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09122002.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/ielx7/6287639/8948470/09122002.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101920820","display_name":"Yanke Li","orcid":"https://orcid.org/0000-0003-1114-2963"},"institutions":[{"id":"https://openalex.org/I4210140515","display_name":"First Hospital of China Medical University","ror":"https://ror.org/04wjghj95","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210140515"]},{"id":"https://openalex.org/I91656880","display_name":"China Medical University","ror":"https://ror.org/032d4f246","country_code":"CN","type":"education","lineage":["https://openalex.org/I91656880"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanke Li","raw_affiliation_strings":["Department of Anorectal Surgery, China Medical University First Hospital, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0003-1114-2963","affiliations":[{"raw_affiliation_string":"Department of Anorectal Surgery, China Medical University First Hospital, Shenyang, China","institution_ids":["https://openalex.org/I4210140515","https://openalex.org/I91656880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101750975","display_name":"Fuqiang Zhang","orcid":"https://orcid.org/0000-0003-1666-367X"},"institutions":[{"id":"https://openalex.org/I4210140515","display_name":"First Hospital of China Medical University","ror":"https://ror.org/04wjghj95","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210140515"]},{"id":"https://openalex.org/I91656880","display_name":"China Medical University","ror":"https://ror.org/032d4f246","country_code":"CN","type":"education","lineage":["https://openalex.org/I91656880"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuqiang Zhang","raw_affiliation_strings":["Department of Anorectal Surgery, China Medical University First Hospital, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0003-1666-367X","affiliations":[{"raw_affiliation_string":"Department of Anorectal Surgery, China Medical University First Hospital, Shenyang, China","institution_ids":["https://openalex.org/I4210140515","https://openalex.org/I91656880"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076262372","display_name":"Chengzhong Xing","orcid":"https://orcid.org/0000-0001-6463-019X"},"institutions":[{"id":"https://openalex.org/I4210140515","display_name":"First Hospital of China Medical University","ror":"https://ror.org/04wjghj95","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210140515"]},{"id":"https://openalex.org/I91656880","display_name":"China Medical University","ror":"https://ror.org/032d4f246","country_code":"CN","type":"education","lineage":["https://openalex.org/I91656880"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengzhong Xing","raw_affiliation_strings":["Department of Anorectal Surgery, China Medical University First Hospital, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0001-6463-019X","affiliations":[{"raw_affiliation_string":"Department of Anorectal Surgery, China Medical University First Hospital, Shenyang, China","institution_ids":["https://openalex.org/I4210140515","https://openalex.org/I91656880"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101920820"],"corresponding_institution_ids":["https://openalex.org/I4210140515","https://openalex.org/I91656880"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.6669,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.67264757,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"114916","last_page":"114929"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.8988999724388123,"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/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.8988999724388123,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.8429999947547913,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.8379999995231628,"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/computer-science","display_name":"Computer science","score":0.6493799686431885},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.5594856142997742},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.5065733194351196},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.4899508059024811},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48444393277168274},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4569892883300781},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.44133320450782776},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.42784279584884644},{"id":"https://openalex.org/keywords/network-structure","display_name":"Network structure","score":0.42712321877479553},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4259885549545288},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42370113730430603},{"id":"https://openalex.org/keywords/gene-regulatory-network","display_name":"Gene regulatory network","score":0.42048966884613037},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3973506689071655},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.34017497301101685},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.20136716961860657},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.12286266684532166},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08159995079040527},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.08108896017074585}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6493799686431885},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.5594856142997742},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.5065733194351196},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.4899508059024811},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48444393277168274},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4569892883300781},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.44133320450782776},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.42784279584884644},{"id":"https://openalex.org/C2988224531","wikidata":"https://www.wikidata.org/wiki/Q20830730","display_name":"Network structure","level":2,"score":0.42712321877479553},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4259885549545288},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42370113730430603},{"id":"https://openalex.org/C67339327","wikidata":"https://www.wikidata.org/wiki/Q1502576","display_name":"Gene regulatory network","level":4,"score":0.42048966884613037},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3973506689071655},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.34017497301101685},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.20136716961860657},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.12286266684532166},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08159995079040527},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.08108896017074585},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3003999","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3003999","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09122002.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2f518f62e7df4b5eac8f7b52de062d61","is_oa":true,"landing_page_url":"https://doaj.org/article/2f518f62e7df4b5eac8f7b52de062d61","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 8, Pp 114916-114929 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3003999","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3003999","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09122002.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3035821817.pdf","grobid_xml":"https://content.openalex.org/works/W3035821817.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1523183010","https://openalex.org/W2085540122","https://openalex.org/W2096429321","https://openalex.org/W2198556433","https://openalex.org/W2281372923","https://openalex.org/W2282727270","https://openalex.org/W2315078915","https://openalex.org/W2332817693","https://openalex.org/W2345350370","https://openalex.org/W2540481111","https://openalex.org/W2567981027","https://openalex.org/W2591519757","https://openalex.org/W2592131167","https://openalex.org/W2613432108","https://openalex.org/W2616968675","https://openalex.org/W2631997891","https://openalex.org/W2719122044","https://openalex.org/W2743247865","https://openalex.org/W2767174523","https://openalex.org/W2772406304","https://openalex.org/W2773434393","https://openalex.org/W2782110574","https://openalex.org/W2782186431","https://openalex.org/W2794391482","https://openalex.org/W2887174006","https://openalex.org/W2887327800","https://openalex.org/W2889928631","https://openalex.org/W2896727649","https://openalex.org/W2898629036","https://openalex.org/W2904497009","https://openalex.org/W2909353994","https://openalex.org/W2912236307","https://openalex.org/W2912408469","https://openalex.org/W2914421200","https://openalex.org/W2939517667","https://openalex.org/W2941426225","https://openalex.org/W2945181282","https://openalex.org/W2945300977","https://openalex.org/W2946339090","https://openalex.org/W2954689296","https://openalex.org/W2961406054","https://openalex.org/W2988807156","https://openalex.org/W2996304023","https://openalex.org/W2996408183","https://openalex.org/W2996837355","https://openalex.org/W3004548593","https://openalex.org/W3005647011","https://openalex.org/W3005718053","https://openalex.org/W3010746351","https://openalex.org/W3011263345","https://openalex.org/W4307675016","https://openalex.org/W6737648244","https://openalex.org/W7073898006"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2367975519","https://openalex.org/W2765643177","https://openalex.org/W3007305076","https://openalex.org/W2113953848","https://openalex.org/W2354679612","https://openalex.org/W763652918","https://openalex.org/W4312222594","https://openalex.org/W2386573999","https://openalex.org/W2321938750"],"abstract_inverted_index":{"Based":[0],"on":[1,170,218,256],"complex":[2],"networks":[3,246],"and":[4,18,26,38,51,83,121,125,133,143,165,198,238,276,296],"machine":[5],"learning":[6],"methods,":[7,29],"this":[8,98,191],"paper":[9],"studies":[10],"the":[11,48,53,56,71,74,78,85,91,103,107,110,114,118,122,126,130,134,137,140,147,151,156,160,166,171,179,187,199,207,210,214,257,260,267,271,280,290],"mining":[12,84],"of":[13,23,44,55,80,88,102,113,129,136,139,153,159,190,213,273,293],"colorectal":[14,66,81,154,274,283,294],"cancer":[15,67,284,295],"treatment":[16],"genes,":[17,132,286],"innovatively":[19],"combines":[20],"a":[21,65,234],"variety":[22],"feature":[24],"extraction":[25],"comparative":[27,59],"analysis":[28,60,101,201],"from":[30,61],"gene":[31,34,68,161,245,252,298],"network":[32,37,75,86,104,111,120,124,157,172,219],"features,":[33,36],"attribute":[35,39],"integration":[40],"The":[41,100,193],"three":[42],"aspects":[43],"characteristics":[45,87],"comprehensively":[46],"excavate":[47],"genetic":[49],"characteristics,":[50],"demonstrate":[52],"feasibility":[54],"study":[57],"through":[58],"different":[62],"perspectives.":[63],"Constructing":[64],"network,":[69],"analyzing":[70],"changes":[72,108],"in":[73,97,109,117,146,206],"structure":[76,105,112,158,173],"during":[77],"development":[79,152],"cancer,":[82,155,275],"genes":[89,116,142,145],"are":[90,184,203],"first":[92],"issues":[93],"to":[94,265,278],"be":[95],"studied":[96],"paper.":[99,192],"compares":[106],"driver":[115,131,141,285],"Normal":[119],"Tumor":[123,148],"edge":[127],"mechanism":[128],"distribution":[135],"eigenvalues":[138],"non-driver":[144],"network.":[149],"During":[150],"has":[162],"changed":[163],"significantly,":[164],"prediction":[167,176],"results":[168,177,202],"based":[169,217,255],"show":[174],"better":[175,248],"than":[178,249],"non-network":[180],"structure.":[181],"These":[182],"findings":[183],"feasible":[185],"for":[186,289],"research":[188,211,292],"direction":[189],"argument":[194],"is":[195,216,247,263],"carried":[196],"out,":[197],"relevant":[200],"also":[204],"given":[205],"article.":[208],"However,":[209],"method":[212],"thesis":[215],"research,":[220],"so":[221],"comparing":[222],"structural":[223,231],"features":[224,227,232],"with":[225],"non-structural":[226],"only":[228],"shows":[229],"that":[230,242],"have":[233],"good":[235],"classification":[236,262],"ability,":[237],"cannot":[239],"directly":[240],"explain":[241],"modeling":[243],"using":[244,251],"not":[250],"networks.":[253],"Finally,":[254],"random":[258],"forest,":[259],"optimized":[261],"improved":[264],"reveal":[266],"important":[268],"factors":[269],"affecting":[270],"diagnosis":[272],"then":[277],"identify":[279],"true":[281],"potential":[282],"providing":[287],"guidance":[288],"clinical":[291],"driving":[297],"mining.":[299]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
