{"id":"https://openalex.org/W1600661080","doi":"https://doi.org/10.1109/ccece.2015.7129185","title":"A genetic approach for personalized healthcare","display_name":"A genetic approach for personalized healthcare","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W1600661080","doi":"https://doi.org/10.1109/ccece.2015.7129185","mag":"1600661080"},"language":"en","primary_location":{"id":"doi:10.1109/ccece.2015.7129185","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2015.7129185","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051485406","display_name":"V. Vaidehi","orcid":"https://orcid.org/0000-0002-2293-4934"},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"V. Vaidehi","raw_affiliation_strings":["Anna University Chennai, Chennai, Tamil Nadu, IN","Department of Electronics Engineering, Department of Information Technology, Madras Institute of Technology, Anna University, Chennai, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Anna University Chennai, Chennai, Tamil Nadu, IN","institution_ids":["https://openalex.org/I33585257"]},{"raw_affiliation_string":"Department of Electronics Engineering, Department of Information Technology, Madras Institute of Technology, Anna University, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I33585257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005352936","display_name":"Kirupa Ganapathy","orcid":"https://orcid.org/0000-0003-3462-229X"},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kirupa Ganapathy","raw_affiliation_strings":["Department of Electronics Engineering, Anna University, Chennai, Tamilnadu, India","Department of Electronics Engineering, Department of Information Technology, Madras Institute of Technology, Anna University, Chennai, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, Anna University, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I33585257"]},{"raw_affiliation_string":"Department of Electronics Engineering, Department of Information Technology, Madras Institute of Technology, Anna University, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I33585257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041355007","display_name":"Vignesh Raghuraman","orcid":null},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vignesh Raghuraman","raw_affiliation_strings":["Department of Information Technology, Anna University, Chennai, Tamilnadu, India","Department of Electronics Engineering, Department of Information Technology, Madras Institute of Technology, Anna University, Chennai, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Anna University, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I33585257"]},{"raw_affiliation_string":"Department of Electronics Engineering, Department of Information Technology, Madras Institute of Technology, Anna University, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I33585257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051485406"],"corresponding_institution_ids":["https://openalex.org/I33585257"],"apc_list":null,"apc_paid":null,"fwci":0.1841,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.55507353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"196","last_page":"201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9229000210762024,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9229000210762024,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9016000032424927,"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/vital-signs","display_name":"Vital signs","score":0.8507662415504456},{"id":"https://openalex.org/keywords/abnormality","display_name":"Abnormality","score":0.7427173852920532},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6903041005134583},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.6249681115150452},{"id":"https://openalex.org/keywords/healthcare-system","display_name":"Healthcare system","score":0.5585360527038574},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5375632047653198},{"id":"https://openalex.org/keywords/remote-patient-monitoring","display_name":"Remote patient monitoring","score":0.5135229229927063},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4806557893753052},{"id":"https://openalex.org/keywords/chromosome","display_name":"Chromosome","score":0.4567088484764099},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"Personalized medicine","score":0.4511203467845917},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34696364402770996},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.242182195186615},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.14215651154518127},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.12180390954017639},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1072782576084137},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.0941566526889801}],"concepts":[{"id":"https://openalex.org/C2776890885","wikidata":"https://www.wikidata.org/wiki/Q1067560","display_name":"Vital signs","level":2,"score":0.8507662415504456},{"id":"https://openalex.org/C50965678","wikidata":"https://www.wikidata.org/wiki/Q2724302","display_name":"Abnormality","level":2,"score":0.7427173852920532},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6903041005134583},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.6249681115150452},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.5585360527038574},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5375632047653198},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.5135229229927063},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4806557893753052},{"id":"https://openalex.org/C30481170","wikidata":"https://www.wikidata.org/wiki/Q37748","display_name":"Chromosome","level":3,"score":0.4567088484764099},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.4511203467845917},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34696364402770996},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.242182195186615},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.14215651154518127},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.12180390954017639},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1072782576084137},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0941566526889801},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccece.2015.7129185","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2015.7129185","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 28th Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1568834902","https://openalex.org/W2023166545","https://openalex.org/W2029467044","https://openalex.org/W2037688494","https://openalex.org/W2043598988","https://openalex.org/W2060110839","https://openalex.org/W2077831477","https://openalex.org/W2116535197","https://openalex.org/W2141981563","https://openalex.org/W2154636369","https://openalex.org/W2165740430","https://openalex.org/W6661309917"],"related_works":["https://openalex.org/W2048673615","https://openalex.org/W2749559713","https://openalex.org/W2051429090","https://openalex.org/W3011047264","https://openalex.org/W2941556692","https://openalex.org/W4387801784","https://openalex.org/W3133480109","https://openalex.org/W4285102294","https://openalex.org/W2021965359","https://openalex.org/W2091087802"],"abstract_inverted_index":{"Remote":[0],"Health":[1],"monitoring":[2,5],"involves":[3],"continuous":[4],"of":[6,11,34,42,49,89,127,131,142,155],"vital":[7,18,32,129],"signs":[8],"and":[9,38,64,137,157],"transmission":[10],"alert":[12],"signals":[13],"to":[14,45,68,93,101,145,161],"the":[15,25,31,40,47,70,87,95,124,128,132,139,143,147],"physician":[16],"when":[17,76,159],"sign":[19],"values":[20],"fluctuate":[21],"above":[22],"or":[23],"below":[24],"threshold.":[26],"Existing":[27],"healthcare":[28,66],"systems":[29],"obtain":[30],"data":[33],"a":[35,43,58,73,112,135],"patient":[36,98,133],"periodically":[37],"require":[39],"intervention":[41],"doctor":[44],"detect":[46,69],"severity":[48,90],"abnormality":[50,125],"which":[51],"is":[52,57],"time":[53],"consuming.":[54],"Hence,":[55],"there":[56],"need":[59],"for":[60],"an":[61],"intelligent,":[62],"personalized":[63],"efficient":[65],"system":[67,122,151],"abnormality.":[71],"In":[72],"multipatient":[74],"environment":[75],"several":[77],"patients":[78],"have":[79],"abnormalities,":[80],"existing":[81],"scheduling":[82],"schemes":[83],"do":[84],"not":[85],"consider":[86],"degree":[88],"in":[91,153,164],"order":[92],"schedule":[94],"most":[96],"critical":[97],"who":[99],"has":[100],"be":[102],"served":[103],"first.":[104],"To":[105],"overcome":[106],"these":[107],"issues,":[108],"this":[109],"paper":[110],"proposes":[111],"Genetic":[113],"Algorithm":[114],"(GA)":[115],"based":[116],"Personalized":[117],"Healthcare":[118],"System":[119],"(GAPHS).":[120],"This":[121],"represents":[123],"levels":[126],"parameters":[130],"as":[134],"chromosome":[136,144],"determines":[138],"Severity":[140],"Index":[141],"identify":[146],"severity.":[148],"The":[149],"proposed":[150],"outperforms":[152],"terms":[154],"speed":[156],"accuracy":[158],"compared":[160],"traditional":[162],"GA":[163],"dynamic":[165],"scenarios.":[166]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
