{"id":"https://openalex.org/W4408941367","doi":"https://doi.org/10.1109/access.2025.3555518","title":"Winograd Transform-Based Fast Detection of Heart Disease Using ECG Signals and Chest X-Ray Images","display_name":"Winograd Transform-Based Fast Detection of Heart Disease Using ECG Signals and Chest X-Ray Images","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408941367","doi":"https://doi.org/10.1109/access.2025.3555518"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3555518","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3555518","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3555518","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Rishabh Anand","orcid":"https://orcid.org/0009-0005-4654-0461"},"institutions":[{"id":"https://openalex.org/I4210125057","display_name":"Vivekananda Global University","ror":"https://ror.org/038mz4r36","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210125057"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rishabh Anand","raw_affiliation_strings":["Department of Computer Science and Engineering, C. V. Raman Global University, Bhubaneswar, Odisha, India","Department of Computer Science &#x0026; Engineering, C. V. Raman Global University, Bhubaneswar, Odisha, India"],"raw_orcid":"https://orcid.org/0009-0005-4654-0461","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, C. V. Raman Global University, Bhubaneswar, Odisha, India","institution_ids":["https://openalex.org/I4210125057"]},{"raw_affiliation_string":"Department of Computer Science &#x0026; Engineering, C. V. Raman Global University, Bhubaneswar, Odisha, India","institution_ids":["https://openalex.org/I4210125057"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086930763","display_name":"Adyasha Rath","orcid":"https://orcid.org/0000-0002-4079-1914"},"institutions":[{"id":"https://openalex.org/I4210125057","display_name":"Vivekananda Global University","ror":"https://ror.org/038mz4r36","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210125057"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Adyasha Rath","raw_affiliation_strings":["Department of Computer Science and Engineering, C. V. Raman Global University, Bhubaneswar, Odisha, India","Department of Computer Science &#x0026; Engineering, C. V. Raman Global University, Bhubaneswar, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, C. V. Raman Global University, Bhubaneswar, Odisha, India","institution_ids":["https://openalex.org/I4210125057"]},{"raw_affiliation_string":"Department of Computer Science &#x0026; Engineering, C. V. Raman Global University, Bhubaneswar, Odisha, India","institution_ids":["https://openalex.org/I4210125057"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076063708","display_name":"Prabodh Kumar Sahoo","orcid":"https://orcid.org/0000-0003-0112-7129"},"institutions":[{"id":"https://openalex.org/I9694494","display_name":"Parul University","ror":"https://ror.org/024v3fg07","country_code":"IN","type":"education","lineage":["https://openalex.org/I9694494"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prabodh Kumar Sahoo","raw_affiliation_strings":["Department of Mechatronics Engineering, Parul Institute of Technology, Parul University, Vadodara, Gujarat, India"],"raw_orcid":"https://orcid.org/0000-0003-0112-7129","affiliations":[{"raw_affiliation_string":"Department of Mechatronics Engineering, Parul Institute of Technology, Parul University, Vadodara, Gujarat, India","institution_ids":["https://openalex.org/I9694494"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050029460","display_name":"Prince Jain","orcid":"https://orcid.org/0000-0002-7950-7263"},"institutions":[{"id":"https://openalex.org/I9694494","display_name":"Parul University","ror":"https://ror.org/024v3fg07","country_code":"IN","type":"education","lineage":["https://openalex.org/I9694494"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prince Jain","raw_affiliation_strings":["Department of Mechatronics Engineering, Parul Institute of Technology, Parul University, Vadodara, Gujarat, India"],"raw_orcid":"https://orcid.org/0000-0002-7950-7263","affiliations":[{"raw_affiliation_string":"Department of Mechatronics Engineering, Parul Institute of Technology, Parul University, Vadodara, Gujarat, India","institution_ids":["https://openalex.org/I9694494"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034931207","display_name":"Ganapati Panda","orcid":"https://orcid.org/0000-0002-3555-5685"},"institutions":[{"id":"https://openalex.org/I4210125057","display_name":"Vivekananda Global University","ror":"https://ror.org/038mz4r36","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210125057"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ganapati Panda","raw_affiliation_strings":["Department of Electronics and Communication Engineering, C. V. Raman Global University, Bhubaneswar, Odisha, India"],"raw_orcid":"https://orcid.org/0000-0002-3555-5685","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, C. V. Raman Global University, Bhubaneswar, Odisha, India","institution_ids":["https://openalex.org/I4210125057"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100632514","display_name":"Xinhong Wang","orcid":"https://orcid.org/0000-0001-6186-4126"},"institutions":[{"id":"https://openalex.org/I4210158318","display_name":"Second Affiliated Hospital of Zhejiang University","ror":"https://ror.org/059cjpv64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158318"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinhong Wang","raw_affiliation_strings":["Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China","Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210158318"]},{"raw_affiliation_string":"Department of Radiology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang Province, China","institution_ids":["https://openalex.org/I4210158318"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100606623","display_name":"Haipeng Liu","orcid":"https://orcid.org/0000-0002-4212-2503"},"institutions":[{"id":"https://openalex.org/I4210153682","display_name":"Intelligent Health (United Kingdom)","ror":"https://ror.org/0576zak10","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210153682"]},{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Haipeng Liu","raw_affiliation_strings":["Centre for Intelligent Healthcare, Coventry University, Coventry, U.K","Centre for Intelligent Healthcare, Coventry University, Coventry, UK"],"raw_orcid":"https://orcid.org/0000-0002-4212-2503","affiliations":[{"raw_affiliation_string":"Centre for Intelligent Healthcare, Coventry University, Coventry, U.K","institution_ids":["https://openalex.org/I73417466","https://openalex.org/I4210153682"]},{"raw_affiliation_string":"Centre for Intelligent Healthcare, Coventry University, Coventry, UK","institution_ids":["https://openalex.org/I4210153682","https://openalex.org/I73417466"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":8.0402,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.97788987,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"57119","last_page":"57140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.49939998984336853,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.49939998984336853,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.44190001487731934,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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":0.6050494909286499},{"id":"https://openalex.org/keywords/electrocardiography","display_name":"Electrocardiography","score":0.5278263688087463},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48077720403671265},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39741551876068115},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.35896334052085876},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.23975449800491333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6050494909286499},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.5278263688087463},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48077720403671265},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39741551876068115},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.35896334052085876},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.23975449800491333}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2025.3555518","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3555518","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/51080d1c-84b8-4837-b94c-635d937c1a8b","is_oa":true,"landing_page_url":"https://pureportal.coventry.ac.uk/en/publications/51080d1c-84b8-4837-b94c-635d937c1a8b","pdf_url":null,"source":{"id":"https://openalex.org/S4306402411","display_name":"Pure (Coventry University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I73417466","host_organization_name":"Coventry University","host_organization_lineage":["https://openalex.org/I73417466"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anand, R, Rath, A, Sahoo, P K, Jain, P, Panda, G, Wang, X & Liu, H 2025, 'Winograd Transform-Based Fast Detection of Heart Disease Using ECG Signals and Chest X-Ray Images', IEEE Access, vol. 13, pp. 57119-57140. https://doi.org/10.1109/ACCESS.2025.3555518","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:4a0be547cbac4bc38ba9fcb206244e5f","is_oa":true,"landing_page_url":"https://doaj.org/article/4a0be547cbac4bc38ba9fcb206244e5f","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":"IEEE Access, Vol 13, Pp 57119-57140 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3555518","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3555518","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G4237300748","display_name":null,"funder_award_id":"QN25H180024","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W2076803848","https://openalex.org/W2151789159","https://openalex.org/W2160190177","https://openalex.org/W2168322104","https://openalex.org/W2899736836","https://openalex.org/W2997023307","https://openalex.org/W3008708068","https://openalex.org/W3017479150","https://openalex.org/W3021060239","https://openalex.org/W3033523981","https://openalex.org/W3121029034","https://openalex.org/W3134486524","https://openalex.org/W3134664738","https://openalex.org/W3165106054","https://openalex.org/W3166630818","https://openalex.org/W3171211408","https://openalex.org/W3178317932","https://openalex.org/W3183364355","https://openalex.org/W3185900221","https://openalex.org/W3188409561","https://openalex.org/W3212345654","https://openalex.org/W3212603395","https://openalex.org/W4281871766","https://openalex.org/W4292976606","https://openalex.org/W4311457504","https://openalex.org/W4312346822","https://openalex.org/W4312931084","https://openalex.org/W4318542553","https://openalex.org/W4385598144","https://openalex.org/W4390725135","https://openalex.org/W4392137273","https://openalex.org/W4392231575","https://openalex.org/W4393185131","https://openalex.org/W4394726751","https://openalex.org/W4394866290","https://openalex.org/W4394881413","https://openalex.org/W4399729645","https://openalex.org/W4401797119","https://openalex.org/W4403142651","https://openalex.org/W4403447769","https://openalex.org/W6852716042","https://openalex.org/W6873360014"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747"],"abstract_inverted_index":{"In":[0],"resource-constrained":[1],"environments,":[2],"efficient":[3],"feature":[4,53,134,150,178,227],"extraction":[5,54,135,151,179,228],"is":[6,43],"crucial":[7],"for":[8,52,75,97,113,156,171,176,211],"applications":[9],"in":[10,67,221,229],"classification":[11,188],"and":[12,58,65,78,89,106,130,136,142,159,173,191,208,232],"prediction":[13],"tasks.":[14],"This":[15,216],"study":[16],"investigates":[17],"a":[18,206],"fast,":[19],"DFT-based,":[20],"one-dimensional":[21],"Winograd":[22],"Transform":[23],"(WT)":[24],"to":[25,45,62,83,181],"extract":[26,84],"convolution-based":[27],"features":[28,85,93],"from":[29,86],"1-D":[30,77,158,172],"ECG":[31,87],"signals.":[32],"For":[33],"two-dimensional":[34],"(2-D)":[35],"Chest":[36],"X-Ray":[37],"(CXR)":[38],"images,":[39],"2-D":[40,79,160,177],"DFT-based":[41],"convolution":[42,50,73,183,204],"employed":[44],"generate":[46],"features.":[47],"Traditional":[48],"multi-stage":[49],"methods":[51,74],"can":[55],"be":[56],"slow":[57],"computationally":[59],"intensive.":[60],"Therefore,":[61],"improve":[63],"speed":[64],"accuracy":[66,189],"heart":[68,213],"disease":[69,214],"(HD)":[70],"detection,":[71],"WT-based":[72,149,164,202],"both":[76,157],"data":[80,161],"are":[81],"applied":[82],"signals":[88],"CXR":[90],"images.":[91],"These":[92],"serve":[94],"as":[95],"inputs":[96],"AI-based":[98],"detection":[99],"models,":[100,199],"with":[101],"six":[102],"machine":[103],"learning":[104,109],"(ML)":[105],"four":[107],"deep":[108],"(DL)":[110],"models":[111],"developed":[112],"HD":[114],"detection.":[115,215],"Using":[116],"standard":[117],"datasets,":[118],"extensive":[119],"simulations":[120],"were":[121,128,140],"conducted,":[122],"yielding":[123],"various":[124],"performance":[125],"metrics":[126],"that":[127,148,201],"analyzed":[129],"compared.":[131,143],"Additionally,":[132],"the":[133],"model":[137],"training":[138],"times":[139,170,175],"evaluated":[141],"The":[144,163],"comparative":[145],"analysis":[146],"demonstrates":[147],"significantly":[152],"reduces":[153],"processing":[154],"time":[155],"types.":[162],"method":[165],"achieved":[166],"speedups":[167],"of":[168],"x":[169],"y":[174],"relative":[180],"traditional":[182],"methods.":[184],"Performance":[185],"metrics,":[186],"including":[187],"(0.94)":[190],"AUC":[192],"scores":[193],"(0.98),":[194],"remained":[195],"consistently":[196],"high":[197],"across":[198],"confirming":[200],"circular":[203],"offers":[205],"practical":[207],"effective":[209],"solution":[210],"real-time":[212,226],"approach":[217],"enhances":[218],"diagnostic":[219],"capabilities":[220],"healthcare":[222],"by":[223],"enabling":[224],"resource-efficient,":[225],"medical":[230],"image":[231],"signal":[233],"processing.":[234]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":10}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
