{"id":"https://openalex.org/W7128733643","doi":"https://doi.org/10.1109/compas67506.2025.11381847","title":"A Robust Deep Learning Approach for Cardiovascular Disease Detection from Enhanced Paper-Based ECG Signals","display_name":"A Robust Deep Learning Approach for Cardiovascular Disease Detection from Enhanced Paper-Based ECG Signals","publication_year":2025,"publication_date":"2025-10-23","ids":{"openalex":"https://openalex.org/W7128733643","doi":"https://doi.org/10.1109/compas67506.2025.11381847"},"language":"en","primary_location":{"id":"doi:10.1109/compas67506.2025.11381847","doi":"https://doi.org/10.1109/compas67506.2025.11381847","is_oa":false,"landing_page_url":"https://doi.org/10.1109/compas67506.2025.11381847","pdf_url":null,"source":{"id":"https://openalex.org/S7407096139","display_name":"IEEE International Conference on Computing, Applications and Systems (COMPAS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 2nd International Conference on Computing, Applications and Systems (COMPAS)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5070370920","display_name":"Sabuj Kundu","orcid":"https://orcid.org/0000-0002-4227-294X","observed_orcids":["https://orcid.org/0000-0002-4227-294X"]},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sabuj Kumar Kundu","raw_affiliation_strings":["Daffodil International University,Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Daffodil International University,Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074490748","display_name":"Md Amzad Sadik Abid","orcid":"https://orcid.org/0009-0009-5828-1793","observed_orcids":["https://orcid.org/0009-0009-5828-1793"]},"institutions":[{"id":"https://openalex.org/I177898655","display_name":"Lamar University","ror":"https://ror.org/008ms5s18","country_code":"US","type":"education","lineage":["https://openalex.org/I177898655"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Amzad Sadik Abid","raw_affiliation_strings":["Lamar University,College of Business,Texas,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lamar University,College of Business,Texas,USA","institution_ids":["https://openalex.org/I177898655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125758391","display_name":"Abdul Latif","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Abdul Latif","raw_affiliation_strings":["Daffodil International University,Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Daffodil International University,Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072633470","display_name":"Ahnaf Tahmid Jamee","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405271321","display_name":"Wentworth Institute of Higher Education","ror":"https://ror.org/0282jz681","country_code":"AU","type":"education","lineage":["https://openalex.org/I4405271321"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ahnaf Tahmid Jamee","raw_affiliation_strings":["Wentworth Institute of Higher Education,Information Technology,Canberra,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wentworth Institute of Higher Education,Information Technology,Canberra,Australia","institution_ids":["https://openalex.org/I4405271321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125763837","display_name":"Md Nazmul Hossain","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4403386501","display_name":"North Bengal International University","ror":"https://ror.org/01xtd3q75","country_code":"BD","type":"education","lineage":["https://openalex.org/I4403386501"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md Nazmul Hossain","raw_affiliation_strings":["North Bengal International University,Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Bengal International University,Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I4403386501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125755095","display_name":"Fazla Rabbi Somrat","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I50583767","display_name":"World University of Bangladesh","ror":"https://ror.org/0324fh017","country_code":"BD","type":"education","lineage":["https://openalex.org/I50583767"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Fazla Rabbi Somrat","raw_affiliation_strings":["World University of Bangladesh,Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"World University of Bangladesh,Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I50583767"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5117603939","display_name":"Md. Tahmeed Kowsher Hameem","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"MD. Tahmeed Kowsher Hameem","raw_affiliation_strings":["Daffodil International University,Computer Science and Engineering,Dhaka,Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Daffodil International University,Computer Science and Engineering,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"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":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.00039999998989515007,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cardiovascular-disease-detection","display_name":"cardiovascular disease detection","score":0.890999972820282},{"id":"https://openalex.org/keywords/ecg-classification","display_name":"ECG classification","score":0.8859999775886536},{"id":"https://openalex.org/keywords/heart-disease-classification","display_name":"heart disease classification","score":0.6330000162124634},{"id":"https://openalex.org/keywords/image-preprocessing","display_name":"image preprocessing","score":0.5429999828338623},{"id":"https://openalex.org/keywords/artifact-removal","display_name":"artifact removal","score":0.9559999704360962},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.5730000138282776},{"id":"https://openalex.org/keywords/inception-v3","display_name":"InceptionV3","score":0.8240000009536743},{"id":"https://openalex.org/keywords/resnet-50","display_name":"ResNet50","score":0.9670000076293945},{"id":"https://openalex.org/keywords/mobilenetv2","display_name":"MobileNetV2","score":0.9869999885559082},{"id":"https://openalex.org/keywords/vgg19","display_name":"VGG19","score":0.9739999771118164},{"id":"https://openalex.org/keywords/densenet-201","display_name":"DenseNet201","score":0.9990000128746033},{"id":"https://openalex.org/keywords/fine-tuning","display_name":"fine-tuning","score":0.7749999761581421},{"id":"https://openalex.org/keywords/ablation-study","display_name":"ablation study","score":0.9169999957084656},{"id":"https://openalex.org/keywords/k-fold-cross-validation","display_name":"k-fold cross-validation","score":0.8320000171661377}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7718999981880188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7631999850273132},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4975000023841858},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48089998960494995},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3970000147819519},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.33970001339912415},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.30309998989105225},{"id":"https://openalex.org/C2780040984","wikidata":"https://www.wikidata.org/wiki/Q79785","display_name":"Electrocardiography","level":2,"score":0.30079999566078186},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.2906999886035919},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2892000079154968},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.289000004529953},{"id":"https://openalex.org/C2780074459","wikidata":"https://www.wikidata.org/wiki/Q389735","display_name":"Heart disease","level":2,"score":0.27639999985694885},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2702000141143799},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.26190000772476196},{"id":"https://openalex.org/C2910630342","wikidata":"https://www.wikidata.org/wiki/Q322177","display_name":"Ablation Therapy","level":4,"score":0.2578999996185303}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/compas67506.2025.11381847","doi":"https://doi.org/10.1109/compas67506.2025.11381847","is_oa":false,"landing_page_url":"https://doi.org/10.1109/compas67506.2025.11381847","pdf_url":null,"source":{"id":"https://openalex.org/S7407096139","display_name":"IEEE International Conference on Computing, Applications and Systems (COMPAS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 2nd International Conference on Computing, Applications and Systems (COMPAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8048999905586243,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1984927000","https://openalex.org/W2316376271","https://openalex.org/W2730859660","https://openalex.org/W2805403908","https://openalex.org/W2883131275","https://openalex.org/W2984010107","https://openalex.org/W3027530687","https://openalex.org/W3124099916","https://openalex.org/W3127181174","https://openalex.org/W3137494282","https://openalex.org/W3164746735","https://openalex.org/W3166806759","https://openalex.org/W3170826323","https://openalex.org/W4205904084","https://openalex.org/W4221126767","https://openalex.org/W4408610932","https://openalex.org/W4410341566"],"related_works":["https://openalex.org/W4308532060","https://openalex.org/W7149274161","https://openalex.org/W7204264035","https://openalex.org/W4410059375","https://openalex.org/W4385415770","https://openalex.org/W7216855624","https://openalex.org/W4392209820","https://openalex.org/W4408971897","https://openalex.org/W4405399686","https://openalex.org/W7078949023"],"abstract_inverted_index":{"Cardiac":[0],"disorders":[1,15,50],"can":[2],"be":[3],"fatal":[4],"if":[5],"not":[6],"identified":[7],"and":[8,21,23,43,58,83,99,115,157,197],"treated":[9],"in":[10,75],"the":[11,32,40,76,117,121,137,148,151,154,158,179,207],"primary":[12],"stage.":[13],"Cardiovascular":[14],"are":[16,73,108],"categorized":[17],"using":[18,168,173],"electrocardiograms":[19],"(ECGs),":[20],"doctors":[22],"clinicians":[24],"frequently":[25],"use":[26],"paper-based":[27,55],"ECG":[28,56,208,217],"images":[29,57],"to":[30,38,110,177],"identify":[31,202],"patient\u2019s":[33],"condition.":[34],"This":[35,63],"research":[36],"intends":[37],"achieve":[39],"best":[41],"precision":[42],"least":[44],"time":[45],"complexity":[46],"when":[47],"classifying":[48],"heart":[49],"into":[51],"five":[52],"classifications":[53],"utilizing":[54],"a":[59,66,126,143,169,189,212],"deep":[60,70],"learning":[61,71],"method.":[62],"study":[64],"takes":[65],"two-pronged":[67],"strategy.":[68],"Five":[69],"models":[72],"used":[74,109],"first":[77],"method:":[78],"InceptionV3,":[79],"ResNet50,":[80],"MobileNetV2,":[81],"VGG19,":[82],"DenseNet201.":[84],"The":[85,139],"proposed":[86],"model":[87,122,135,141,165,195],"is":[88,123,166,186],"undergoing":[89],"an":[90],"ablation":[91,198],"study,":[92],"which":[93,185],"modifies":[94],"some":[95],"of":[96,113,129,146,191,215],"its":[97],"elements":[98],"hyperparameters,":[100],"further":[101],"improving":[102],"performance.":[103],"Multiple":[104],"image":[105,118],"pre-processing":[106,193],"methods":[107],"get":[111],"rid":[112],"artifacts":[114],"improve":[116],"quality":[119],"before":[120],"trained.":[124],"With":[125],"testing":[127,144,162],"accuracy":[128,145],"98.34%,":[130],"our":[131],"anticipated":[132],"hybrid":[133],"InRes-106":[134],"outperformed":[136],"competition.":[138],"InceptionV3":[140],"acquired":[142],"90.56%,":[147],"ResNet50":[149],"89.63%,":[150],"DenseNet201":[152],"88.94%,":[153],"VGG19":[155],"87.87%,":[156],"MobileNetV2":[159],"achieved":[160],"80.56%":[161],"accuracy.":[163],"Our":[164,182],"trained":[167],"k-fold":[170],"cross-validation":[171],"procedure":[172],"various":[174],"k":[175],"values":[176],"assess":[178],"resilience":[180],"further.":[181],"suggested":[183],"method,":[184],"based":[187],"on":[188],"variety":[190],"picture":[192],"techniques,":[194],"fine-tuning,":[196],"studies,":[199],"may":[200],"accurately":[201],"cardiac":[203],"illnesses,":[204],"even":[205],"though":[206],"dataset":[209],"only":[210],"contains":[211],"small":[213],"number":[214],"complex":[216],"images.":[218]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-02-13T00:00:00"}
