{"id":"https://openalex.org/W4387407307","doi":"https://doi.org/10.1007/s11042-023-17186-9","title":"An ensemble-based transfer learning model for predicting the imbalance heart sound signal using spectrogram images","display_name":"An ensemble-based transfer learning model for predicting the imbalance heart sound signal using spectrogram images","publication_year":2023,"publication_date":"2023-10-06","ids":{"openalex":"https://openalex.org/W4387407307","doi":"https://doi.org/10.1007/s11042-023-17186-9"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-17186-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-17186-9","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","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/A5010510906","display_name":"Sinam Ajitkumar Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I265627732","display_name":"National Institute of Technology Manipur","ror":"https://ror.org/00aazk693","country_code":"IN","type":"education","lineage":["https://openalex.org/I265627732"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sinam Ajitkumar Singh","raw_affiliation_strings":["Department of Computer Science and Engineering, NIT Manipur, Langol, Imphal, 795004, Manipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, NIT Manipur, Langol, Imphal, 795004, Manipur, India","institution_ids":["https://openalex.org/I265627732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015790896","display_name":"Ningthoujam Dinita Devi","orcid":null},"institutions":[{"id":"https://openalex.org/I43666680","display_name":"Regional Institute of Medical Sciences","ror":"https://ror.org/02t36bt26","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I43666680"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ningthoujam Dinita Devi","raw_affiliation_strings":["Department of Radiation Oncology, RIMS Imphal, Lamphel, Imphal, 795004, Manipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, RIMS Imphal, Lamphel, Imphal, 795004, Manipur, India","institution_ids":["https://openalex.org/I43666680"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081487996","display_name":"Khuraijam Nelson Singh","orcid":"https://orcid.org/0000-0001-5093-1784"},"institutions":[{"id":"https://openalex.org/I4210138251","display_name":"Indian Institute of Information Technology, Nagpur","ror":"https://ror.org/03e2e3s57","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210138251"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Khuraijam Nelson Singh","raw_affiliation_strings":["Department of Electronics and Communication Engineering, IIIT Nagpur, Waranga, Nagpur, 441108, Maharastra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, IIIT Nagpur, Waranga, Nagpur, 441108, Maharastra, India","institution_ids":["https://openalex.org/I4210138251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082780177","display_name":"Khelchandra Thongam","orcid":null},"institutions":[{"id":"https://openalex.org/I265627732","display_name":"National Institute of Technology Manipur","ror":"https://ror.org/00aazk693","country_code":"IN","type":"education","lineage":["https://openalex.org/I265627732"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Khelchandra Thongam","raw_affiliation_strings":["Department of Computer Science and Engineering, NIT Manipur, Langol, Imphal, 795004, Manipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, NIT Manipur, Langol, Imphal, 795004, Manipur, India","institution_ids":["https://openalex.org/I265627732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111052494","display_name":"Balakrishna Reddy D","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Balakrishna Reddy D","raw_affiliation_strings":["Department of Electronics and Communication Engineering, RGMCET, Nandyal, Nandyal, 518501, Andhra Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, RGMCET, Nandyal, Nandyal, 518501, Andhra Pradesh, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064024856","display_name":"Swanirbhar Majumder","orcid":"https://orcid.org/0000-0002-1046-1682"},"institutions":[{"id":"https://openalex.org/I72677176","display_name":"Tripura University","ror":"https://ror.org/05xqycm14","country_code":"IN","type":"education","lineage":["https://openalex.org/I72677176"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Swanirbhar Majumder","raw_affiliation_strings":["Department of Information Technology, Tripura University, Suryamani Nagar, Agartala, 799022, Tripura, India"],"raw_orcid":"https://orcid.org/0000-0002-1046-1682","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Tripura University, Suryamani Nagar, Agartala, 799022, Tripura, India","institution_ids":["https://openalex.org/I72677176"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5064024856"],"corresponding_institution_ids":["https://openalex.org/I72677176"],"apc_list":null,"apc_paid":null,"fwci":2.2087,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.88748584,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"83","issue":"13","first_page":"39923","last_page":"39942"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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/spectrogram","display_name":"Spectrogram","score":0.9261230826377869},{"id":"https://openalex.org/keywords/phonocardiogram","display_name":"Phonocardiogram","score":0.9115349650382996},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8712316751480103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6490574479103088},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6379290819168091},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6317074298858643},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6255946755409241},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5649896264076233},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5121479034423828},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5061439871788025},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5033771395683289},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4593643546104431},{"id":"https://openalex.org/keywords/bioacoustics","display_name":"Bioacoustics","score":0.4378725588321686},{"id":"https://openalex.org/keywords/heart-sounds","display_name":"Heart sounds","score":0.43008702993392944},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.42928194999694824},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3922959268093109}],"concepts":[{"id":"https://openalex.org/C45273575","wikidata":"https://www.wikidata.org/wiki/Q578970","display_name":"Spectrogram","level":2,"score":0.9261230826377869},{"id":"https://openalex.org/C159693508","wikidata":"https://www.wikidata.org/wiki/Q3301075","display_name":"Phonocardiogram","level":2,"score":0.9115349650382996},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8712316751480103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6490574479103088},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6379290819168091},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6317074298858643},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6255946755409241},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5649896264076233},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5121479034423828},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5061439871788025},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5033771395683289},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4593643546104431},{"id":"https://openalex.org/C34951282","wikidata":"https://www.wikidata.org/wiki/Q864191","display_name":"Bioacoustics","level":2,"score":0.4378725588321686},{"id":"https://openalex.org/C2779435589","wikidata":"https://www.wikidata.org/wiki/Q967103","display_name":"Heart sounds","level":2,"score":0.43008702993392944},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.42928194999694824},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3922959268093109},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-023-17186-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-17186-9","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2008857060","https://openalex.org/W2080157384","https://openalex.org/W2103456541","https://openalex.org/W2557139718","https://openalex.org/W2618530766","https://openalex.org/W2751669721","https://openalex.org/W2758244442","https://openalex.org/W2792481892","https://openalex.org/W2901976219","https://openalex.org/W2915954229","https://openalex.org/W2944090083","https://openalex.org/W2945569869","https://openalex.org/W2951827598","https://openalex.org/W3005771459","https://openalex.org/W3014556950","https://openalex.org/W3014826487","https://openalex.org/W3015014633","https://openalex.org/W3015562698","https://openalex.org/W3039983345","https://openalex.org/W3044372379","https://openalex.org/W3045378552","https://openalex.org/W3113069800","https://openalex.org/W3115228315","https://openalex.org/W3160714099","https://openalex.org/W3161470454","https://openalex.org/W3179217820","https://openalex.org/W3209384875","https://openalex.org/W4205561942","https://openalex.org/W4210741014","https://openalex.org/W4212809184","https://openalex.org/W4214829249","https://openalex.org/W4225888087","https://openalex.org/W4292690000","https://openalex.org/W4303183565","https://openalex.org/W4312204853","https://openalex.org/W4313479389","https://openalex.org/W4319075633","https://openalex.org/W4319461978","https://openalex.org/W4319759385","https://openalex.org/W4322753871","https://openalex.org/W4327955618","https://openalex.org/W4365149155","https://openalex.org/W4365506069","https://openalex.org/W4382877687"],"related_works":["https://openalex.org/W4387221087","https://openalex.org/W2152419616","https://openalex.org/W3170167497","https://openalex.org/W2728656984","https://openalex.org/W1506440961","https://openalex.org/W2018728702","https://openalex.org/W1972136701","https://openalex.org/W2563931857","https://openalex.org/W2151425904","https://openalex.org/W2124417429"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-10T08:33:47.465468","created_date":"2025-10-10T00:00:00"}
