{"id":"https://openalex.org/W4399310816","doi":"https://doi.org/10.1109/jbhi.2024.3408215","title":"XAI Driven Intelligent IoMT Secure Data Management Framework","display_name":"XAI Driven Intelligent IoMT Secure Data Management Framework","publication_year":2024,"publication_date":"2024-06-03","ids":{"openalex":"https://openalex.org/W4399310816","doi":"https://doi.org/10.1109/jbhi.2024.3408215","pmid":"https://pubmed.ncbi.nlm.nih.gov/38829758"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3408215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3408215","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100431895","display_name":"Wei Liu","orcid":"https://orcid.org/0000-0002-9302-8170"},"institutions":[{"id":"https://openalex.org/I91656880","display_name":"China Medical University","ror":"https://ror.org/032d4f246","country_code":"CN","type":"education","lineage":["https://openalex.org/I91656880"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Liu","raw_affiliation_strings":["Department of Emergency Medicine, Shengjing Hospital of China Medical University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, Shengjing Hospital of China Medical University, Shenyang, China","institution_ids":["https://openalex.org/I91656880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401335","display_name":"Feng Zhao","orcid":"https://orcid.org/0009-0006-4414-5879"},"institutions":[{"id":"https://openalex.org/I91656880","display_name":"China Medical University","ror":"https://ror.org/032d4f246","country_code":"CN","type":"education","lineage":["https://openalex.org/I91656880"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhao","raw_affiliation_strings":["Department of Emergency Medicine, Shengjing Hospital of China Medical University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, Shengjing Hospital of China Medical University, Shenyang, China","institution_ids":["https://openalex.org/I91656880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006473403","display_name":"Lewis Nkenyereye","orcid":"https://orcid.org/0000-0002-8871-4299"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Lewis Nkenyereye","raw_affiliation_strings":["Department of Computer and Information Security, Sejong University, Seoul, South Korea","Department of Computer and Information Security, Sejong University, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Security, Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]},{"raw_affiliation_string":"Department of Computer and Information Security, Sejong University, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004251248","display_name":"Shalli Rani","orcid":"https://orcid.org/0000-0002-8474-9435"},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shalli Rani","raw_affiliation_strings":["Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India"],"affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087894632","display_name":"Keqin Li","orcid":"https://orcid.org/0000-0001-5224-4048"},"institutions":[{"id":"https://openalex.org/I157455823","display_name":"SUNY New Paltz","ror":"https://ror.org/03j3dv688","country_code":"US","type":"education","lineage":["https://openalex.org/I157455823"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keqin Li","raw_affiliation_strings":["Department of Computer Science, State University of New York, New Paltz, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, State University of New York, New Paltz, NY, USA","institution_ids":["https://openalex.org/I157455823"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089781142","display_name":"Jianhui Lv","orcid":"https://orcid.org/0000-0003-0884-6601"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhui Lv","raw_affiliation_strings":["Department of Network, Peng Cheng Laboratory, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Department of Network, Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100431895"],"corresponding_institution_ids":["https://openalex.org/I91656880"],"apc_list":null,"apc_paid":null,"fwci":3.8971,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.93985234,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"30","issue":"2","first_page":"935","last_page":"946"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9896000027656555,"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":0.9896000027656555,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.984000027179718,"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"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9782000184059143,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8444091081619263},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6347805857658386},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.5987862944602966},{"id":"https://openalex.org/keywords/cryptocurrency","display_name":"Cryptocurrency","score":0.48712706565856934},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.4460417628288269},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.4409031867980957},{"id":"https://openalex.org/keywords/traceability","display_name":"Traceability","score":0.4327129125595093},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1674792468547821}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8444091081619263},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6347805857658386},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.5987862944602966},{"id":"https://openalex.org/C180706569","wikidata":"https://www.wikidata.org/wiki/Q13479982","display_name":"Cryptocurrency","level":2,"score":0.48712706565856934},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.4460417628288269},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.4409031867980957},{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.4327129125595093},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1674792468547821},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000079803","descriptor_name":"Data Management","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000079803","descriptor_name":"Data Management","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D000080487","descriptor_name":"Internet of Things","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000080487","descriptor_name":"Internet of Things","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000081186","descriptor_name":"Blockchain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000081186","descriptor_name":"Blockchain","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016494","descriptor_name":"Computer Security","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2024.3408215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3408215","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:38829758","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38829758","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2757473709","https://openalex.org/W2973904489","https://openalex.org/W2979646594","https://openalex.org/W2979729503","https://openalex.org/W3021633728","https://openalex.org/W3084795292","https://openalex.org/W3086419524","https://openalex.org/W3094037037","https://openalex.org/W3111288713","https://openalex.org/W3116843489","https://openalex.org/W3120480193","https://openalex.org/W3135165465","https://openalex.org/W3154705441","https://openalex.org/W3163489090","https://openalex.org/W3176714582","https://openalex.org/W3186512740","https://openalex.org/W3199186670","https://openalex.org/W3211639647","https://openalex.org/W4205203504","https://openalex.org/W4213024100","https://openalex.org/W4220776756","https://openalex.org/W4223622367","https://openalex.org/W4226407869","https://openalex.org/W4313165857","https://openalex.org/W4313583538","https://openalex.org/W4315701099","https://openalex.org/W4316468811","https://openalex.org/W4323262012","https://openalex.org/W4376644501","https://openalex.org/W4385213746","https://openalex.org/W4385627158","https://openalex.org/W4386033929"],"related_works":["https://openalex.org/W4210406818","https://openalex.org/W4306779889","https://openalex.org/W4386732777","https://openalex.org/W3211706803","https://openalex.org/W4382775358","https://openalex.org/W4246942721","https://openalex.org/W3209862047","https://openalex.org/W4303984095","https://openalex.org/W2957710009","https://openalex.org/W3115531728"],"abstract_inverted_index":{"The":[0,90,105],"Internet":[1],"of":[2,35,58,66,75,82,102,142,215],"Medical":[3],"Things":[4],"(IoMT)":[5],"has":[6],"transformed":[7],"traditional":[8],"healthcare":[9],"systems":[10],"by":[11],"enabling":[12],"real-time":[13],"monitoring,":[14],"remote":[15],"diagnostics,":[16],"and":[17,22,46,55,64,99,140,162,186,200,224],"data-driven":[18],"treatment.":[19],"However,":[20],"security":[21,98],"privacy":[23,100],"remain":[24],"significant":[25],"concerns":[26],"for":[27],"IoMT":[28,59,76,83,109],"adoption":[29],"due":[30],"to":[31,51,70,95,130,159,183,195,202,210],"the":[32,62,72,79,97,103,113,124,138,146,188,212,216,228],"sensitive":[33],"nature":[34],"medical":[36,149],"data.":[37,60],"Therefore,":[38],"we":[39],"propose":[40],"an":[41,170],"integrated":[42,217],"framework":[43,221],"leveraging":[44,222],"blockchain":[45,67,223],"explainable":[47,199],"artificial":[48],"intelligence":[49],"(XAI)":[50],"enable":[52],"secure,":[53,185],"intelligent,":[54],"transparent":[56],"management":[57,220],"First,":[61],"traceability":[63],"tamper-proof":[65],"are":[68,208],"used":[69,94,129],"realize":[71,131],"secure":[73,80,218],"transaction":[74,81],"data,":[77],"transforming":[78],"data":[84,110,117,132,151,219],"into":[85],"a":[86],"two-stage":[87],"Stackelberg":[88],"game.":[89],"dual-chain":[91],"architecture":[92],"is":[93,128,152,181],"ensure":[96],"protection":[101],"transaction.":[104,147],"main-chain":[106],"manages":[107],"regular":[108],"transactions,":[111],"while":[112,165],"side-chain":[114],"deals":[115],"with":[116,227],"trading":[118],"activities":[119],"aimed":[120],"at":[121],"resale.":[122],"Simultaneously,":[123],"perceptual":[125],"hash":[126],"technology":[127],"rights":[133,139],"confirmation,":[134],"which":[135],"maximally":[136],"protects":[137],"interests":[141],"each":[143],"participant":[144],"in":[145],"Subsequently,":[148],"time-series":[150],"modeled":[153],"using":[154],"bidirectional":[155],"simple":[156],"recurrent":[157],"units":[158],"detect":[160],"anomalies":[161],"cyberthreats":[163],"accurately":[164],"overcoming":[166],"vanishing":[167],"gradients.":[168],"Lastly,":[169],"adversarial":[171,204],"sample":[172],"generation":[173],"method":[174],"based":[175],"on":[176],"local":[177],"interpretable":[178],"model-agnostic":[179],"explanations":[180],"provided":[182,209],"evaluate,":[184],"improve":[187],"anomaly":[189],"detection":[190],"model,":[191],"as":[192,194],"well":[193],"make":[196],"it":[197],"more":[198],"resilient":[201],"possible":[203],"attacks.":[205],"Simulation":[206],"results":[207],"illustrate":[211],"high":[213],"performance":[214],"XAI,":[225],"compared":[226],"benchmarks.":[229]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
