{"id":"https://openalex.org/W7163989057","doi":"https://doi.org/10.1007/s13755-026-00464-9","title":"PLETHSOMNet: automated identification of insomnia using deep neural network technique with photoplethysmography (PPG) signals","display_name":"PLETHSOMNet: automated identification of insomnia using deep neural network technique with photoplethysmography (PPG) signals","publication_year":2026,"publication_date":"2026-06-09","ids":{"openalex":"https://openalex.org/W7163989057","doi":"https://doi.org/10.1007/s13755-026-00464-9","pmid":"https://pubmed.ncbi.nlm.nih.gov/42282449"},"language":"en","primary_location":{"id":"doi:10.1007/s13755-026-00464-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13755-026-00464-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210178793","display_name":"Health Information Science and Systems","issn_l":"2047-2501","issn":["2047-2501"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Information Science and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13250000/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004797380","display_name":"Manisha Ingle","orcid":null},"institutions":[{"id":"https://openalex.org/I167153416","display_name":"Visvesvaraya National Institute of Technology","ror":"https://ror.org/02zrtpp84","country_code":"IN","type":"education","lineage":["https://openalex.org/I167153416"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Manisha Ingle","raw_affiliation_strings":["Present Address: Department of Electronics and Communication Engineering, Visvesvaraya National Institute of Technology, Nagpur, 440010 Maharashtra India"],"raw_orcid":"https://orcid.org/0009-0005-8158-9260","affiliations":[{"raw_affiliation_string":"Present Address: Department of Electronics and Communication Engineering, Visvesvaraya National Institute of Technology, Nagpur, 440010 Maharashtra India","institution_ids":["https://openalex.org/I167153416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138210394","display_name":"Labhesh Popatkar","orcid":null},"institutions":[{"id":"https://openalex.org/I167153416","display_name":"Visvesvaraya National Institute of Technology","ror":"https://ror.org/02zrtpp84","country_code":"IN","type":"education","lineage":["https://openalex.org/I167153416"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Labhesh Popatkar","raw_affiliation_strings":["Present Address: Department of Electronics and Communication Engineering, Visvesvaraya National Institute of Technology, Nagpur, 440010 Maharashtra India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Present Address: Department of Electronics and Communication Engineering, Visvesvaraya National Institute of Technology, Nagpur, 440010 Maharashtra India","institution_ids":["https://openalex.org/I167153416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124013858","display_name":"Ankit Bhurane","orcid":null},"institutions":[{"id":"https://openalex.org/I167153416","display_name":"Visvesvaraya National Institute of Technology","ror":"https://ror.org/02zrtpp84","country_code":"IN","type":"education","lineage":["https://openalex.org/I167153416"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ankit Bhurane","raw_affiliation_strings":["Present Address: Department of Electronics and Communication Engineering, Visvesvaraya National Institute of Technology, Nagpur, 440010 Maharashtra India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Present Address: Department of Electronics and Communication Engineering, Visvesvaraya National Institute of Technology, Nagpur, 440010 Maharashtra India","institution_ids":["https://openalex.org/I167153416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138280503","display_name":"Manish Sharma","orcid":null},"institutions":[{"id":"https://openalex.org/I2801696903","display_name":"Rajiv Gandhi National University of Law","ror":"https://ror.org/017vj9b48","country_code":"IN","type":"education","lineage":["https://openalex.org/I2801696903"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manish Sharma","raw_affiliation_strings":["Present Address: Department of Electronics and Communication Engineering, School of Engineering and Technology, Rajiv Gandhi National Aviation University (RGNAU), Amethi, 229302 Uttar Pradesh India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Present Address: Department of Electronics and Communication Engineering, School of Engineering and Technology, Rajiv Gandhi National Aviation University (RGNAU), Amethi, 229302 Uttar Pradesh India","institution_ids":["https://openalex.org/I2801696903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5138252188","display_name":"Rajendra Acharya","orcid":null},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rajendra Acharya","raw_affiliation_strings":["Present Address: School of Mathematics, Physics and Computing, University of Southern Queensland, Springfield, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Present Address: School of Mathematics, Physics and Computing, University of Southern Queensland, Springfield, Australia","institution_ids":["https://openalex.org/I185523456"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5004797380"],"corresponding_institution_ids":["https://openalex.org/I167153416"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.68305468,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"1","first_page":"67","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.5503000020980835,"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"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.5503000020980835,"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"}},{"id":"https://openalex.org/T10316","display_name":"Sleep and related disorders","score":0.17010000348091125,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11373","display_name":"Sleep and Work-Related Fatigue","score":0.09269999712705612,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/photoplethysmogram","display_name":"Photoplethysmogram","score":0.7939000129699707},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5932999849319458},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5774999856948853},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41839998960494995},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.27869999408721924},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.275299996137619}],"concepts":[{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.7939000129699707},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5932999849319458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.590499997138977},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.579200029373169},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5774999856948853},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41839998960494995},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3353999853134155},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.28630000352859497},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27619999647140503},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.275299996137619},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.26930001378059387},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.265500009059906},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2551000118255615},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.25119999051094055}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s13755-026-00464-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13755-026-00464-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210178793","display_name":"Health Information Science and Systems","issn_l":"2047-2501","issn":["2047-2501"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Health Information Science and Systems","raw_type":"journal-article"},{"id":"pmid:42282449","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42282449","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":"Health information science and systems","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:13250000","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13250000/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Health Inf Sci Syst","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:13250000","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13250000/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Health Inf Sci Syst","raw_type":"Text"},"sustainable_development_goals":[{"score":0.6160154938697815,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1545241942","https://openalex.org/W2000938010","https://openalex.org/W2005696199","https://openalex.org/W2771006757","https://openalex.org/W2791419972","https://openalex.org/W2902751862","https://openalex.org/W3006314847","https://openalex.org/W3110942752","https://openalex.org/W3127301893","https://openalex.org/W3172210633","https://openalex.org/W3192349327","https://openalex.org/W3211351911","https://openalex.org/W4229457159","https://openalex.org/W4312373349","https://openalex.org/W4385237565","https://openalex.org/W4388689405","https://openalex.org/W4390963982","https://openalex.org/W4391707575","https://openalex.org/W4392376346","https://openalex.org/W4411568910"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-18T08:10:14.011955","created_date":"2026-06-10T00:00:00"}
