{"id":"https://openalex.org/W4413915539","doi":"https://doi.org/10.1145/3745812.3745857","title":"Engineering Systems for Cancer Risk Prediction Using Genomics","display_name":"Engineering Systems for Cancer Risk Prediction Using Genomics","publication_year":2024,"publication_date":"2024-12-23","ids":{"openalex":"https://openalex.org/W4413915539","doi":"https://doi.org/10.1145/3745812.3745857"},"language":"en","primary_location":{"id":"doi:10.1145/3745812.3745857","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3745812.3745857","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Information Management &amp; Machine Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3745812.3745857","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119513782","display_name":"T M Swathy","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121466","display_name":"Indian Institute of Technology Bhilai","ror":"https://ror.org/02sscsx71","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210121466"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"T M Swathy","raw_affiliation_strings":["Department of Electrical Engineering, Rungta College of Engineering &amp; Tecnology, Bhilai, Durg, Chhattisgarh, India"],"raw_orcid":"https://orcid.org/0009-0006-9688-0306","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Rungta College of Engineering &amp; Tecnology, Bhilai, Durg, Chhattisgarh, India","institution_ids":["https://openalex.org/I4210121466"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Aparna P Patange","orcid":"https://orcid.org/0000-0002-5605-9517"},"institutions":[{"id":"https://openalex.org/I4210091132","display_name":"Krishna Institute of Medical Sciences","ror":"https://ror.org/00fd4q681","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210091132"]},{"id":"https://openalex.org/I4210130471","display_name":"Krishna Institute of Medical Sciences Deemed University","ror":"https://ror.org/02vnjj382","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210130471"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aparna P Patange","raw_affiliation_strings":["Department of Medicine, Krishna Institute of Medical Sciences Krishna Vishwa Vidyapeeth 'Deemed To Be University', Karad, Maharashtra, India"],"raw_orcid":"https://orcid.org/0000-0002-5605-9517","affiliations":[{"raw_affiliation_string":"Department of Medicine, Krishna Institute of Medical Sciences Krishna Vishwa Vidyapeeth 'Deemed To Be University', Karad, Maharashtra, India","institution_ids":["https://openalex.org/I4210091132","https://openalex.org/I4210130471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047824910","display_name":"Chandrayani Rokde","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106255","display_name":"Yashwantrao Chavan Maharashtra Open University","ror":"https://ror.org/01kxpxf76","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210106255"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chandrayani Rokde","raw_affiliation_strings":["Dept. of Information Technology, Yeshwantrao Chavan College of Engineering, Nagpur, Maharashtra, India"],"raw_orcid":"https://orcid.org/0009-0004-0542-1442","affiliations":[{"raw_affiliation_string":"Dept. of Information Technology, Yeshwantrao Chavan College of Engineering, Nagpur, Maharashtra, India","institution_ids":["https://openalex.org/I4210106255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049362742","display_name":"Dharmesh Dhabliya","orcid":"https://orcid.org/0000-0002-6340-2993"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dharmesh Dhabliya","raw_affiliation_strings":["Department of Information Technology, Vishwakarma Institute of Technology, Pune, Maharashtra, India"],"raw_orcid":"https://orcid.org/0000-0002-6340-2993","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Vishwakarma Institute of Technology, Pune, Maharashtra, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119513783","display_name":"Gauri Tamhankar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091132","display_name":"Krishna Institute of Medical Sciences","ror":"https://ror.org/00fd4q681","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I4210091132"]},{"id":"https://openalex.org/I4210130471","display_name":"Krishna Institute of Medical Sciences Deemed University","ror":"https://ror.org/02vnjj382","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210130471"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gauri Tamhankar","raw_affiliation_strings":["Department of Medicine, Krishna Institute of Medical Sciences Krishna Vishwa Vidyapeeth 'Deemed to be University', Karad, Maharashtra, India"],"raw_orcid":"https://orcid.org/0009-0008-7147-7718","affiliations":[{"raw_affiliation_string":"Department of Medicine, Krishna Institute of Medical Sciences Krishna Vishwa Vidyapeeth 'Deemed to be University', Karad, Maharashtra, India","institution_ids":["https://openalex.org/I4210091132","https://openalex.org/I4210130471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060419096","display_name":"Uday Pratap Singh","orcid":"https://orcid.org/0000-0001-7573-8550"},"institutions":[{"id":"https://openalex.org/I4210126659","display_name":"Poornima University","ror":"https://ror.org/03gnqp653","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210126659"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Uday Pratap Singh","raw_affiliation_strings":["Department of AI &amp; DS, Poornima Institute of Engineering and Technology, Jaipur, Rajasthan, India"],"raw_orcid":"https://orcid.org/0000-0001-7573-8550","affiliations":[{"raw_affiliation_string":"Department of AI &amp; DS, Poornima Institute of Engineering and Technology, Jaipur, Rajasthan, India","institution_ids":["https://openalex.org/I4210126659"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9936000108718872,"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","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"}},{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9934999942779541,"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":0.9854999780654907,"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/genomics","display_name":"Genomics","score":0.642133355140686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.566740870475769},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.45145735144615173},{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.2214161455631256},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.17693117260932922},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.10831230878829956}],"concepts":[{"id":"https://openalex.org/C189206191","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomics","level":4,"score":0.642133355140686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.566740870475769},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.45145735144615173},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.2214161455631256},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.17693117260932922},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.10831230878829956},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3745812.3745857","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3745812.3745857","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Information Management &amp; Machine Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3745812.3745857","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3745812.3745857","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Information Management &amp; Machine Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W3003753408","https://openalex.org/W3118630218","https://openalex.org/W3133933212","https://openalex.org/W3173381757","https://openalex.org/W3191003990","https://openalex.org/W4282841602"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Cancer":[0],"risk":[1,90,136,157],"forecast":[2],"early":[3],"on":[4,32,193],"is":[5,204],"still":[6],"one":[7],"of":[8,68,81,98,169,201,214,225],"the":[9,20,79,184,211,222,239],"biggest":[10],"problems":[11],"in":[12,95,164,238],"modern":[13],"medicine.":[14,166],"Genomics-based":[15],"engineering":[16,41,143,232],"systems":[17,103,144,233],"could":[18,172],"change":[19],"way":[21],"cancer":[22,55,69,215],"risks":[23],"are":[24,191],"predicted":[25],"by":[26,70,216],"giving":[27],"individuals":[28],"personalised":[29,165],"information":[30],"based":[31,192],"their":[33],"genes.":[34],"This":[35,76],"study":[36,171,203],"looks":[37],"into":[38],"how":[39,121],"advanced":[40],"methods":[42],"can":[43,53,85,124,138,161],"be":[44,125,139,162],"combined":[45],"with":[46],"genetic":[47,62,100,146,197,223,231],"sequencing":[48],"to":[49,59,65,127,153,181,205],"create":[50,174],"models":[51],"that":[52,84,134,160,190,230],"predict":[54],"risk.":[56],"We":[57,117],"want":[58],"find":[60,93],"specific":[61],"markers":[63],"linked":[64],"different":[66],"types":[67],"looking":[71],"at":[72,120],"big":[73],"genome":[74,131],"datasets.":[75],"will":[77,234],"allow":[78],"creation":[80],"predictive":[82],"tools":[83,123],"figure":[86],"out":[87],"a":[88,155],"person's":[89,195],"profile.":[91],"To":[92],"trends":[94],"large":[96],"amounts":[97],"complex":[99],"data,":[101,147],"these":[102],"use":[104,145],"state-of-the-art":[105],"machine":[106],"learning":[107,112],"techniques,":[108],"such":[109],"as":[110],"deep":[111],"and":[113,129,150,186,209,244],"feature":[114],"selection":[115],"methods.":[116],"also":[118],"look":[119],"bioinformatics":[122],"used":[126,163],"process":[128],"understand":[130],"data":[132],"so":[133],"correct":[135],"predictions":[137],"made.":[140],"The":[141,167,199,227],"suggested":[142],"medical":[148],"background,":[149],"external":[151],"factors":[152],"make":[154],"full":[156],"prediction":[158],"model":[159],"findings":[168],"this":[170,202],"help":[173],"earlier":[175],"diagnosis":[176],"methods,":[177],"more":[178,220,236],"focused":[179],"ways":[180],"avoid":[182],"getting":[183],"disease,":[185],"better":[187],"treatment":[188],"plans":[189],"each":[194],"unique":[196],"make-up.":[198],"goal":[200],"improve":[206],"patient":[207],"results":[208,228],"lower":[210],"worldwide":[212],"impact":[213],"helping":[217],"us":[218],"learn":[219],"about":[221],"causes":[224],"cancer.":[226,246],"show":[229],"become":[235],"important":[237],"future":[240],"for":[241],"predicting,":[242],"diagnosing,":[243],"stopping":[245]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
