{"id":"https://openalex.org/W7224117629","doi":"https://doi.org/10.5281/zenodo.23721715","title":"AI-Driven Personalized Healthcare System and Predictive Analytics for Precision Medicine","display_name":"AI-Driven Personalized Healthcare System and Predictive Analytics for Precision Medicine","publication_year":2026,"publication_date":"2026-10-28","ids":{"openalex":"https://openalex.org/W7224117629","doi":"https://doi.org/10.5281/zenodo.23721715"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23721715","doi":"https://doi.org/10.5281/zenodo.23721715","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23721715","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},"volume":null,"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23721715","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5144012196","display_name":"Arka Banerjee","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arka Banerjee","raw_affiliation_strings":["Chandigarh University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chandigarh University","institution_ids":["https://openalex.org/I101407740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134463701","display_name":"Divyanshi Singh","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Divyanshi Singh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160043715","display_name":"Gulshan Kumar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gulshan Kumar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160039724","display_name":"Kushagra Kumar Rai","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kushagra Kumar Rai","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5160044461","display_name":"Shariq Rashid Bhat","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shariq Rashid Bhat","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.87962872,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.0066999997943639755,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.0017000000225380063,"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/personalized-healthcare","display_name":"personalized healthcare","score":0.9850000143051147},{"id":"https://openalex.org/keywords/precision-medicine","display_name":"precision medicine","score":0.9990000128746033},{"id":"https://openalex.org/keywords/disease-risk-prediction","display_name":"disease risk prediction","score":0.8820000290870667},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"predictive analytics","score":0.8859999775886536},{"id":"https://openalex.org/keywords/explainable-ai","display_name":"explainable AI","score":0.6809999942779541},{"id":"https://openalex.org/keywords/genomic-data","display_name":"genomic data","score":0.6140000224113464},{"id":"https://openalex.org/keywords/patient-health-data","display_name":"patient health data","score":0.4729999899864197},{"id":"https://openalex.org/keywords/treatment-outcome-prediction","display_name":"treatment outcome prediction","score":0.722000002861023},{"id":"https://openalex.org/keywords/early-risk-detection","display_name":"early risk detection","score":0.7919999957084656},{"id":"https://openalex.org/keywords/machine-learning-models","display_name":"machine learning models","score":0.5180000066757202}],"concepts":[{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.7247999906539917},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6362000107765198},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.6173999905586243},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6003000140190125},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.5859000086784363},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5547000169754028},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5407999753952026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4943999946117401},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.4643000066280365},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44179999828338623},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3743000030517578},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.36559998989105225},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3610999882221222},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.3549000024795532},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.33469998836517334},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33160001039505005},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.32170000672340393},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.296099990606308},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.2939999997615814},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.2870999872684479},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.2782000005245209},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.26980000734329224},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.2689000070095062},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2660999894142151},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2563000023365021},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.2515999972820282},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23721715","doi":"https://doi.org/10.5281/zenodo.23721715","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23721715","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},{"id":"doi:10.5281/zenodo.23721716","doi":"https://doi.org/10.5281/zenodo.23721716","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23721716","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23721715","doi":"https://doi.org/10.5281/zenodo.23721715","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23721715","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.9537000060081482,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7217215026","https://openalex.org/W7217913651","https://openalex.org/W4396860747","https://openalex.org/W4412908159","https://openalex.org/W7164375464","https://openalex.org/W7161572931","https://openalex.org/W4411185492","https://openalex.org/W7153581415","https://openalex.org/W7081673206","https://openalex.org/W4410739517"],"abstract_inverted_index":{"Advancement":[0],"of":[1,35,62,111,119,126,137],"artificial":[2],"intelligence":[3],"(AI),":[4],"machine":[5,65],"learning":[6,66],"(ML),":[7],"and":[8,19,46,55,76,90,97,113,149],"health":[9,39,48,88],"care":[10,40,89],"analytics":[11],"has":[12],"provided":[13],"novel":[14],"ways":[15],"to":[16,50,82,87,94,105,145],"personalize":[17],"healthcare":[18,30],"implement":[20],"precision":[21],"medicine.":[22],"This":[23],"study":[24],"suggests":[25],"developing":[26],"an":[27],"AI-based":[28],"personalized":[29,57],"system":[31,131],"based":[32],"on":[33],"analysis":[34,101],"patients'":[36,107],"demographic":[37],"details,":[38],"history,":[41],"lab":[42],"results,":[43],"genomic":[44],"information,":[45],"current":[47],"parameters":[49],"predict":[51],"their":[52],"disease":[53,95,112],"risks":[54],"make":[56,146],"treatment":[58,114],"decisions.":[59],"For":[60],"implementation":[61],"this":[63],"concept,":[64],"models":[67],"such":[68],"as":[69],"Random":[70],"Forest,":[71],"XGBoost,":[72],"Support":[73],"Vector":[74],"Machine,":[75],"neural":[77],"network":[78],"will":[79,102,122,132],"be":[80,103],"applied":[81],"analyze":[83],"various":[84],"data":[85],"related":[86,93],"identify":[91],"patterns":[92],"development":[96],"its":[98],"treatment.":[99],"Predictive":[100],"performed":[104],"determine":[106],"risk":[108],"scores,":[109],"probability":[110],"outcomes.":[115],"Moreover,":[116],"the":[117,124],"use":[118],"explainable":[120],"AI":[121],"enhance":[123],"transparency":[125],"predictions":[127],"made.":[128],"The":[129],"proposed":[130],"aim":[133],"at":[134],"90-95%":[135],"accuracy":[136],"predictions,":[138],"about":[139,150],"30-40%":[140],"decrease":[141],"in":[142],"time":[143],"required":[144],"diagnostics":[147],"decisions":[148],"25-35%":[151],"better":[152],"early-risk":[153],"detection":[154],"than":[155],"traditional":[156],"approaches.":[157]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-29T00:00:00"}