{"id":"https://openalex.org/W7124319306","doi":"https://doi.org/10.2174/9789815324211126010012","title":"IoT-driven Blockchain System for Prediction of Heart Disease Using Smart Healthcare Monitoring Deep Learning Model","display_name":"IoT-driven Blockchain System for Prediction of Heart Disease Using Smart Healthcare Monitoring Deep Learning Model","publication_year":2026,"publication_date":"2026-01-11","ids":{"openalex":"https://openalex.org/W7124319306","doi":"https://doi.org/10.2174/9789815324211126010012"},"language":"en","primary_location":{"id":"doi:10.2174/9789815324211126010012","doi":"https://doi.org/10.2174/9789815324211126010012","is_oa":false,"landing_page_url":"https://doi.org/10.2174/9789815324211126010012","pdf_url":null,"source":{"id":"https://openalex.org/S4306462908","display_name":"BENTHAM SCIENCE PUBLISHERS eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning and Blockchain \u2013 Challenges, Future Trends and Sustainable Technologies","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7124279741","display_name":"Machine Learning and Blockchain \u2013 Challenges, Future Trends and Sustainable Technologies"},"type":"book-chapter","is_traditional":true,"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/A5077534267","display_name":"Mrunal Pathak","orcid":"https://orcid.org/0000-0002-1471-0578","observed_orcids":["https://orcid.org/0000-0002-1471-0578"]},"institutions":[{"id":"https://openalex.org/I4387153387","display_name":"AISSMS Institute of Information Technology","ror":"https://ror.org/01bg3pz19","country_code":"IN","type":"education","lineage":["https://openalex.org/I4387153387"]},{"id":"https://openalex.org/I878213199","display_name":"Savitribai Phule Pune University","ror":"https://ror.org/044g6d731","country_code":"IN","type":"education","lineage":["https://openalex.org/I878213199"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mrunal K. Pathak","raw_affiliation_strings":["Department of Information Technology, AISSMS Institute of Information Technology, Savitribai\nPhule Pune University, Pune, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, AISSMS Institute of Information Technology, Savitribai\nPhule Pune University, Pune, India","institution_ids":["https://openalex.org/I4387153387","https://openalex.org/I878213199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105049086","display_name":"Shaik Balkhis Banu","orcid":"https://orcid.org/0000-0002-8783-5275","observed_orcids":["https://orcid.org/0000-0002-8783-5275"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shaik Balkhis Banu","raw_affiliation_strings":["Department of Physiotherapy, Fatima College of Health Sciences, Al Ain, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physiotherapy, Fatima College of Health Sciences, Al Ain, UAE","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112626658","display_name":"Anupama Chadha","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I55016150","display_name":"Manav Rachna International Institute of Research and Studies","ror":"https://ror.org/02kf4r633","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405253735","https://openalex.org/I55016150"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anupama Chadha","raw_affiliation_strings":["Department of Computer Applications, Manav Rachna International Institute of Research and\nStudies, Faridabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Applications, Manav Rachna International Institute of Research and\nStudies, Faridabad, India","institution_ids":["https://openalex.org/I55016150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123091130","display_name":"Gaurav Kumar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I110360157","display_name":"Lovely Professional University","ror":"https://ror.org/00et6q107","country_code":"IN","type":"education","lineage":["https://openalex.org/I110360157"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gaurav Kumar","raw_affiliation_strings":["School of Computer Application, Lovely Professional University, Phagwara, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Application, Lovely Professional University, Phagwara, Punjab, India","institution_ids":["https://openalex.org/I110360157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067020437","display_name":"Shashi Kant Mishra","orcid":"https://orcid.org/0000-0001-7279-4493","observed_orcids":["https://orcid.org/0000-0001-7279-4493"]},"institutions":[{"id":"https://openalex.org/I4210130653","display_name":"Guru Nanak Institutions","ror":"https://ror.org/03vb53h45","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210130653"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shashi Kant Mishra","raw_affiliation_strings":["Guru Nanak Institute of Technology, Hyderabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guru Nanak Institute of Technology, Hyderabad, India","institution_ids":["https://openalex.org/I4210130653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045629392","display_name":"Tarun Jaiswal","orcid":"https://orcid.org/0000-0003-3963-4548","observed_orcids":["https://orcid.org/0000-0003-3963-4548"]},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tarun Jaiswal","raw_affiliation_strings":["National Institute of Technology, Raipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology, Raipur, India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047312965","display_name":"Vikrant Sharma","orcid":"https://orcid.org/0000-0003-3178-8657","observed_orcids":["https://orcid.org/0000-0003-3178-8657","https://orcid.org/0009-0001-9924-3162","https://orcid.org/0009-0009-1375-1034"]},"institutions":[{"id":"https://openalex.org/I1281160679","display_name":"Graphic Era Hill University","ror":"https://ror.org/01bb4h160","country_code":"IN","type":"education","lineage":["https://openalex.org/I1281160679"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vikrant Sharma","raw_affiliation_strings":["Department of Computer Science and Engineering, Graphic Era Hill University; Adjunct\nProfessor, Graphic Era Deemed to be University, Dehradun, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Graphic Era Hill University; Adjunct\nProfessor, Graphic Era Deemed to be University, Dehradun, India","institution_ids":["https://openalex.org/I1281160679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"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":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"216","last_page":"237"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.453900009393692,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13038","display_name":"Internet of Things and AI","score":0.453900009393692,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.3440000116825104,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.1754000037908554,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/heart-disease-prediction","display_name":"heart disease prediction","score":0.843999981880188},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.9869999885559082},{"id":"https://openalex.org/keywords/blockchain","display_name":"blockchain","score":0.9890000224113464},{"id":"https://openalex.org/keywords/smart-healthcare-monitoring","display_name":"smart healthcare monitoring","score":0.8309999704360962},{"id":"https://openalex.org/keywords/bidirectional-lstm","display_name":"bidirectional LSTM","score":0.7699999809265137},{"id":"https://openalex.org/keywords/recurrent-neural-networks","display_name":"recurrent neural networks","score":0.8399999737739563},{"id":"https://openalex.org/keywords/electronic-health-records","display_name":"electronic health records","score":0.7720000147819519},{"id":"https://openalex.org/keywords/iot-sensor-data","display_name":"IoT sensor data","score":0.6840000152587891},{"id":"https://openalex.org/keywords/data-integrity","display_name":"data integrity","score":0.6919999718666077}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6959999799728394},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6294000148773193},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6251000165939331},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5770999789237976},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5437999963760376},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.5430999994277954},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5394999980926514},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.46380001306533813},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.4180000126361847},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4077000021934509},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.39489999413490295},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.38420000672340393},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3788999915122986},{"id":"https://openalex.org/C2909332208","wikidata":"https://www.wikidata.org/wiki/Q2669281","display_name":"Patient confidentiality","level":3,"score":0.3765000104904175},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3513000011444092},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.34049999713897705},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.3345000147819519},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3215999901294708},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.31520000100135803},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.314300000667572},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.31220000982284546},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.3100999891757965},{"id":"https://openalex.org/C2780074459","wikidata":"https://www.wikidata.org/wiki/Q389735","display_name":"Heart disease","level":2,"score":0.2890999913215637},{"id":"https://openalex.org/C3017977704","wikidata":"https://www.wikidata.org/wiki/Q18745135","display_name":"Health data","level":3,"score":0.2833999991416931},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.2824000120162964},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.27469998598098755},{"id":"https://openalex.org/C3018822202","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Patient data","level":2,"score":0.25920000672340393},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.25609999895095825}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2174/9789815324211126010012","doi":"https://doi.org/10.2174/9789815324211126010012","is_oa":false,"landing_page_url":"https://doi.org/10.2174/9789815324211126010012","pdf_url":null,"source":{"id":"https://openalex.org/S4306462908","display_name":"BENTHAM SCIENCE PUBLISHERS eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning and Blockchain \u2013 Challenges, Future Trends and Sustainable Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9476000070571899,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1130077638","https://openalex.org/W1837982953","https://openalex.org/W2051364008","https://openalex.org/W2307458435","https://openalex.org/W2600704013","https://openalex.org/W2610332124","https://openalex.org/W2751330684","https://openalex.org/W2753813400","https://openalex.org/W2789370665","https://openalex.org/W2891927084","https://openalex.org/W2910093290","https://openalex.org/W2920805549","https://openalex.org/W2928502010","https://openalex.org/W2949754992","https://openalex.org/W2949767632","https://openalex.org/W2954788759","https://openalex.org/W2975540503","https://openalex.org/W2978273980","https://openalex.org/W2978594441","https://openalex.org/W2998223455","https://openalex.org/W3044699007","https://openalex.org/W3087799138","https://openalex.org/W3120846667","https://openalex.org/W3173866016","https://openalex.org/W3192370123","https://openalex.org/W4205622307","https://openalex.org/W4221058841","https://openalex.org/W4286587182","https://openalex.org/W4311106657","https://openalex.org/W4408224776"],"related_works":["https://openalex.org/W4286587182","https://openalex.org/W4381194546","https://openalex.org/W4415700603","https://openalex.org/W4380086406","https://openalex.org/W7147344773","https://openalex.org/W7082989172","https://openalex.org/W4410228181","https://openalex.org/W4412708210","https://openalex.org/W7170081766","https://openalex.org/W4411591742"],"abstract_inverted_index":{"The":[0,110],"Internet":[1],"of":[2,15,53,66,79,122,139,172,176,180,185],"Things":[3],"(IoT)":[4],"is":[5,27,133,145],"utilized":[6],"to":[7,33,55,74,112],"enhance":[8],"conventional":[9],"healthcare":[10],"organizations":[11],"in":[12,153],"a":[13,51,64],"variety":[14,52],"ways,":[16],"such":[17],"as":[18,63],"monitoring":[19,197],"patient":[20,157],"habits.":[21],"Sensor":[22],"data":[23,38,57,80,116,151,165],"from":[24,42,58,166],"the":[25,46,71,136,148,154,160,188,205],"IoTs":[26],"critical":[28],"for":[29,98,147,196],"medical":[30,194],"facilities.":[31],"Due":[32],"confidentiality":[34],"and":[35,88,95,106,183,198],"safety":[36],"concerns,":[37],"should":[39],"be":[40],"safeguarded":[41],"unwanted":[43],"alterations.":[44,59],"On":[45],"contrary,":[47],"Blockchain":[48],"innovation":[49],"offers":[50],"ways":[54],"protect":[56],"Deep":[60],"learning":[61,68],"(DL),":[62],"subsection":[65],"machine":[67],"(ML),":[69],"has":[70],"revolutionary":[72],"possibility":[73],"reliably":[75],"analyze":[76],"enormous":[77],"amounts":[78],"at":[81,100],"very":[82],"fast":[83],"rates,":[84],"provide":[85],"insightful":[86],"conclusions,":[87],"effectively":[89],"resolve":[90],"complex":[91],"problems.":[92],"Preventive":[93],"treatment":[94],"prompt":[96],"intervention":[97],"individuals":[99],"risk":[101],"depend":[102],"heavily":[103],"on":[104,125],"rapid":[105],"precise":[107],"disease":[108,202],"prediction.":[109],"capacity":[111],"handle":[113],"consecutive":[114],"time-series":[115],"with":[117,129],"recurrent":[118],"neural":[119],"network":[120,195],"variations":[121],"DL":[123],"depends":[124],"developing":[126],"prediction":[127,210],"systems":[128],"improved":[130],"accuracy,":[131],"which":[132,163],"crucial":[134],"given":[135],"increased":[137],"usage":[138],"electronic":[140,149],"clinical":[141,150],"documents.":[142],"Prediction":[143],"analysis":[144],"used":[146],"kept":[152],"cloud":[155],"regarding":[156],"records":[158],"by":[159],"proposed":[161],"framework,":[162],"acquires":[164],"IoT":[167],"gadgets.":[168],"With":[169],"an":[170],"accuracy":[171],"98.8":[173,177,186],"percent,":[174,178,182,187],"specificity":[175],"precision":[179],"98.9":[181],"F-value":[184],"bidirectional":[189],"long":[190],"short-term":[191],"memory-based":[192],"intelligence":[193],"precisely":[199],"predicting":[200],"heart":[201],"threat":[203],"outperforms":[204],"current":[206],"Intelligent":[207],"cardiovascular":[208],"illnesses":[209],"structures.":[211]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-01-16T00:00:00"}
