{"id":"https://openalex.org/W4412928890","doi":"https://doi.org/10.1007/s10791-025-09588-0","title":"Medical data security and effective organization using integrated Blockchain principles in AI-based healthcare 6.0 infrastructures","display_name":"Medical data security and effective organization using integrated Blockchain principles in AI-based healthcare 6.0 infrastructures","publication_year":2025,"publication_date":"2025-08-04","ids":{"openalex":"https://openalex.org/W4412928890","doi":"https://doi.org/10.1007/s10791-025-09588-0"},"language":"en","primary_location":{"id":"doi:10.1007/s10791-025-09588-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10791-025-09588-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10791-025-09588-0.pdf","source":{"id":"https://openalex.org/S5407036663","display_name":"Discover Computing","issn_l":"2948-2992","issn":["2948-2992"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007/s10791-025-09588-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034036127","display_name":"Mohammad Gouse Galety","orcid":null},"institutions":[{"id":"https://openalex.org/I1299170990","display_name":"Samarkand State University named after Sharof Rashidov","ror":"https://ror.org/02b6gy972","country_code":"UZ","type":"education","lineage":["https://openalex.org/I1299170990"]},{"id":"https://openalex.org/I168639165","display_name":"Singapore Institute of Technology","ror":"https://ror.org/01v2c2791","country_code":"SG","type":"education","lineage":["https://openalex.org/I168639165"]}],"countries":["SG","UZ"],"is_corresponding":true,"raw_author_name":"Mohammad Gouse Galety","raw_affiliation_strings":["Mohammad Gouse Galety, Samarkand International University of Technology, Samarkand, Uzbekistan","Singapore Institute of Technology, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mohammad Gouse Galety, Samarkand International University of Technology, Samarkand, Uzbekistan","institution_ids":["https://openalex.org/I1299170990"]},{"raw_affiliation_string":"Singapore Institute of Technology, Singapore, Singapore","institution_ids":["https://openalex.org/I168639165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012955987","display_name":"Kuan Tak Tan","orcid":"https://orcid.org/0000-0002-0578-7098"},"institutions":[{"id":"https://openalex.org/I168639165","display_name":"Singapore Institute of Technology","ror":"https://ror.org/01v2c2791","country_code":"SG","type":"education","lineage":["https://openalex.org/I168639165"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kuan Tak Tan","raw_affiliation_strings":["Singapore Institute of Technology, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Institute of Technology, Singapore, Singapore","institution_ids":["https://openalex.org/I168639165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025979077","display_name":"Pravin R. Kshirsagar","orcid":"https://orcid.org/0000-0002-0972-238X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pravin R. Kshirsagar","raw_affiliation_strings":["J D College of Engineering & Management, Nagpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"J D College of Engineering & Management, Nagpur, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033316885","display_name":"Subba Rao Polamur\u0131","orcid":"https://orcid.org/0000-0002-2496-1581"},"institutions":[{"id":"https://openalex.org/I4210145126","display_name":"Aditya Birla (India)","ror":"https://ror.org/03pztks36","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210145126"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Subba Rao Polamuri","raw_affiliation_strings":["Department of Computer Science and Engineering, Aditya University, Surampalem, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Aditya University, Surampalem, Andhra Pradesh, India","institution_ids":["https://openalex.org/I4210145126"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034036127"],"corresponding_institution_ids":["https://openalex.org/I1299170990","https://openalex.org/I168639165"],"apc_list":null,"apc_paid":null,"fwci":6.9749,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.96772022,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"28","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9840999841690063,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9840999841690063,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9643999934196472,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.954800009727478,"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/blockchain","display_name":"Blockchain","score":0.9623680114746094},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.6127797961235046},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4280669093132019},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42146554589271545},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4204687476158142},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1577211320400238}],"concepts":[{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.9623680114746094},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6127797961235046},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4280669093132019},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42146554589271545},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4204687476158142},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1577211320400238},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10791-025-09588-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10791-025-09588-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10791-025-09588-0.pdf","source":{"id":"https://openalex.org/S5407036663","display_name":"Discover Computing","issn_l":"2948-2992","issn":["2948-2992"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bcb3e5a4dbdd4174b6c44595c3159a90","is_oa":true,"landing_page_url":"https://doaj.org/article/bcb3e5a4dbdd4174b6c44595c3159a90","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":"Discover Computing, Vol 28, Iss 1, Pp 1-31 (2025)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/29928092","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal contribution"}],"best_oa_location":{"id":"doi:10.1007/s10791-025-09588-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10791-025-09588-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10791-025-09588-0.pdf","source":{"id":"https://openalex.org/S5407036663","display_name":"Discover Computing","issn_l":"2948-2992","issn":["2948-2992"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4412928890.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1989761382","https://openalex.org/W2806255535","https://openalex.org/W3127977826","https://openalex.org/W4224301602","https://openalex.org/W4300694578","https://openalex.org/W4306631501","https://openalex.org/W4307751771","https://openalex.org/W4311081064","https://openalex.org/W4376616730","https://openalex.org/W4379137679","https://openalex.org/W4384829103","https://openalex.org/W4386496763","https://openalex.org/W4387682116","https://openalex.org/W4388185981","https://openalex.org/W4390224332","https://openalex.org/W4390603031","https://openalex.org/W4394911250","https://openalex.org/W4400579445","https://openalex.org/W4402129914","https://openalex.org/W4402263851","https://openalex.org/W4402295313","https://openalex.org/W4402981928","https://openalex.org/W4404057297","https://openalex.org/W4404193425","https://openalex.org/W4405156202","https://openalex.org/W4406059803"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W3048554917","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047"],"abstract_inverted_index":{"The":[0,16,32,66,168,216],"future":[1],"industry":[2,57,71],"development":[3],"for":[4,163],"healthcare":[5,30,70,115,243],"services":[6],"needs":[7,104],"an":[8],"integrated":[9,142],"edge,":[10],"fog,":[11],"and":[12,20,43,55,63,84,131,155,201,204],"cloud":[13],"computing":[14,102],"infrastructures.":[15,167],"medical":[17,47],"data":[18,27,41,48,79,86,98,149,153],"security":[19,106,151],"integrity":[21],"schemes":[22],"help":[23],"to":[24,61,120,236],"operate":[25],"the":[26,126,128,157,172,219,223,228,231,241],"carefully":[28],"in":[29,78,114],"networks.":[31],"research":[33],"on":[34,73],"HC-6.0":[35,74,166],"deals":[36],"with":[37,94],"hospital":[38],"management,":[39],"blockchain-based":[40],"security,":[42],"Artificial":[44],"Intelligence":[45],"(AI)-based":[46],"analysis":[49],"solutions.":[50],"However,":[51],"conventional":[52,110],"blockchain":[53,82,111,143],"principles":[54,113],"AI-based":[56],"solutions":[58,93],"are":[59],"vulnerable":[60],"attacks":[62],"real-time":[64],"complexities.":[65],"drawbacks":[67],"of":[68,171,222,230],"current":[69],"attainments":[72],"include":[75,175],"limited":[76],"flexibility":[77],"interoperability,":[80,154],"multi-dimensional":[81],"construction,":[83],"efficient":[85,165],"diagnosis":[87],"principles.":[88],"Blockchain":[89,190,194],"technology":[90],"requires":[91],"future-ready":[92],"AI":[95],"functions.":[96],"Medical":[97,133],"interoperability":[99],"among":[100],"different":[101],"platforms":[103,116],"intelligent":[105],"options.":[107],"Moreover,":[108],"adapting":[109],"network":[112],"is":[117],"unsuitable":[118],"due":[119],"single-root":[121],"Merkle":[122,186],"tree":[123],"structures.":[124],"On":[125],"scope,":[127],"proposed":[129,232],"Intelligent":[130],"Secure":[132,203],"Data":[134,177,207],"Interoperability":[135],"(ISMDI)":[136],"system":[137,159,174],"has":[138],"been":[139],"developed":[140],"using":[141],"constructions.":[144],"To":[145],"attain":[146],"more":[147],"organized":[148],"operations,":[150],"benefits,":[152],"confidentiality,":[156],"ISMDI":[158,173,224],"inducts":[160],"novel":[161],"procedures":[162,170],"establishing":[164],"internal":[169],"Multi-Sensor":[176],"Collection,":[178],"Deep":[179],"Contractive":[180],"Auto":[181],"Encoder":[182],"(CAE)-based":[183],"Reduction,":[184],"Edge-Level":[185],"Tree":[187,195],"Formation,":[188],"Multi-Level":[189],"Construction,":[191],"Edge":[192],"Coordinated":[193],"at":[196],"Fog":[197],"Computing":[198],"Centre":[199],"Point,":[200],"Fog-based":[202],"Distributed":[205],"Sensor":[206],"Analysis":[208],"functions":[209],"(Bidirectional":[210],"Long":[211],"Short":[212],"Term":[213],"Memory":[214],"(BLSTM)).":[215],"article":[217],"justifies":[218],"successful":[220],"implementation":[221],"procedures,":[225],"stating":[226],"that":[227],"performance":[229],"model":[233],"provides":[234],"12%":[235],"16%":[237],"better":[238],"results":[239],"than":[240],"existing":[242],"schemes.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
