{"id":"https://openalex.org/W3135420539","doi":"https://doi.org/10.1109/jbhi.2021.3062617","title":"Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning","display_name":"Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning","publication_year":2021,"publication_date":"2021-03-01","ids":{"openalex":"https://openalex.org/W3135420539","doi":"https://doi.org/10.1109/jbhi.2021.3062617","mag":"3135420539","pmid":"https://pubmed.ncbi.nlm.nih.gov/33646962"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2021.3062617","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2021.3062617","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/A5043611953","display_name":"Rapha\u00ebl Weber","orcid":"https://orcid.org/0000-0003-4843-0336"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Raphael Weber","raw_affiliation_strings":["Inserm, LTSI \u2013 UMR 1099, Universit\u00e9 of Rennes, Rennes, France","LTSI - Laboratoire Traitement du Signal et de l'Image (Campus Universitaire de Beaulieu - B\u00e2t 22 - 35042 Rennes - France)"],"raw_orcid":"https://orcid.org/0000-0003-4843-0336","affiliations":[{"raw_affiliation_string":"Inserm, LTSI \u2013 UMR 1099, Universit\u00e9 of Rennes, Rennes, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I56067802"]},{"raw_affiliation_string":"LTSI - Laboratoire Traitement du Signal et de l'Image (Campus Universitaire de Beaulieu - B\u00e2t 22 - 35042 Rennes - France)","institution_ids":["https://openalex.org/I4210105651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019037038","display_name":"Sandie Cabon","orcid":"https://orcid.org/0000-0001-7847-0916"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sandie Cabon","raw_affiliation_strings":["Inserm, LTSI \u2013 UMR 1099, Universit\u00e9 of Rennes, Rennes, France","LTSI - Laboratoire Traitement du Signal et de l'Image (Campus Universitaire de Beaulieu - B\u00e2t 22 - 35042 Rennes - France)"],"raw_orcid":"https://orcid.org/0000-0001-7847-0916","affiliations":[{"raw_affiliation_string":"Inserm, LTSI \u2013 UMR 1099, Universit\u00e9 of Rennes, Rennes, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I56067802"]},{"raw_affiliation_string":"LTSI - Laboratoire Traitement du Signal et de l'Image (Campus Universitaire de Beaulieu - B\u00e2t 22 - 35042 Rennes - France)","institution_ids":["https://openalex.org/I4210105651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006294898","display_name":"Antoine Simon","orcid":"https://orcid.org/0000-0001-6023-6427"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Antoine Simon","raw_affiliation_strings":["Inserm, LTSI \u2013 UMR 1099, Universit\u00e9 of Rennes, Rennes, France","LTSI - Laboratoire Traitement du Signal et de l'Image (Campus Universitaire de Beaulieu - B\u00e2t 22 - 35042 Rennes - France)"],"raw_orcid":"https://orcid.org/0000-0001-6023-6427","affiliations":[{"raw_affiliation_string":"Inserm, LTSI \u2013 UMR 1099, Universit\u00e9 of Rennes, Rennes, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I56067802"]},{"raw_affiliation_string":"LTSI - Laboratoire Traitement du Signal et de l'Image (Campus Universitaire de Beaulieu - B\u00e2t 22 - 35042 Rennes - France)","institution_ids":["https://openalex.org/I4210105651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066095758","display_name":"Fabienne Por\u00e9e","orcid":"https://orcid.org/0000-0003-2575-4821"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fabienne Poree","raw_affiliation_strings":["Inserm, LTSI \u2013 UMR 1099, Universit\u00e9 of Rennes, Rennes, France","LTSI - Laboratoire Traitement du Signal et de l'Image (Campus Universitaire de Beaulieu - B\u00e2t 22 - 35042 Rennes - France)"],"raw_orcid":"https://orcid.org/0000-0003-2575-4821","affiliations":[{"raw_affiliation_string":"Inserm, LTSI \u2013 UMR 1099, Universit\u00e9 of Rennes, Rennes, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I56067802"]},{"raw_affiliation_string":"LTSI - Laboratoire Traitement du Signal et de l'Image (Campus Universitaire de Beaulieu - B\u00e2t 22 - 35042 Rennes - France)","institution_ids":["https://openalex.org/I4210105651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046064093","display_name":"Guy Carrault","orcid":"https://orcid.org/0000-0003-1482-2067"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guy Carrault","raw_affiliation_strings":["Inserm, LTSI \u2013 UMR 1099, Universit\u00e9 of Rennes, Rennes, France","LTSI - Laboratoire Traitement du Signal et de l'Image (Campus Universitaire de Beaulieu - B\u00e2t 22 - 35042 Rennes - France)"],"raw_orcid":"https://orcid.org/0000-0003-1482-2067","affiliations":[{"raw_affiliation_string":"Inserm, LTSI \u2013 UMR 1099, Universit\u00e9 of Rennes, Rennes, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I56067802"]},{"raw_affiliation_string":"LTSI - Laboratoire Traitement du Signal et de l'Image (Campus Universitaire de Beaulieu - B\u00e2t 22 - 35042 Rennes - France)","institution_ids":["https://openalex.org/I4210105651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6944,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.84803731,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"25","issue":"5","first_page":"1419","last_page":"1428"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10549","display_name":"Neonatal Respiratory Health Research","score":0.9994999766349792,"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/T10549","display_name":"Neonatal Respiratory Health Research","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T11060","display_name":"Infant Development and Preterm Care","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/incubator","display_name":"Incubator","score":0.8217612504959106},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7689650654792786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7239956855773926},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6452783942222595},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.575701892375946},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.4988980293273926},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.464983195066452},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46368545293807983},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43530669808387756},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.41615304350852966},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4049968719482422}],"concepts":[{"id":"https://openalex.org/C21905920","wikidata":"https://www.wikidata.org/wiki/Q900452","display_name":"Incubator","level":2,"score":0.8217612504959106},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7689650654792786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7239956855773926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6452783942222595},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.575701892375946},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4988980293273926},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.464983195066452},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46368545293807983},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43530669808387756},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.41615304350852966},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4049968719482422},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.0}],"mesh":[{"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007185","descriptor_name":"Incubators","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007185","descriptor_name":"Incubators","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007185","descriptor_name":"Incubators","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2021.3062617","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2021.3062617","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:33646962","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33646962","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},{"id":"pmh:oai:HAL:hal-03229053v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03229053","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics, 2021, 25 (5), pp.1419-1428. &#x27E8;10.1109/JBHI.2021.3062617&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1523809896","https://openalex.org/W1686810756","https://openalex.org/W1975968871","https://openalex.org/W1987233915","https://openalex.org/W2005774119","https://openalex.org/W2017267734","https://openalex.org/W2027562582","https://openalex.org/W2031342017","https://openalex.org/W2101234009","https://openalex.org/W2117539524","https://openalex.org/W2161381512","https://openalex.org/W2163605009","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2253429366","https://openalex.org/W2334449937","https://openalex.org/W2357894166","https://openalex.org/W2588878036","https://openalex.org/W2612445135","https://openalex.org/W2618530766","https://openalex.org/W2623573238","https://openalex.org/W2757251151","https://openalex.org/W2757455114","https://openalex.org/W2793102854","https://openalex.org/W2796681025","https://openalex.org/W2802457949","https://openalex.org/W2890323852","https://openalex.org/W2899200744","https://openalex.org/W2912894801","https://openalex.org/W2944898978","https://openalex.org/W2948920732","https://openalex.org/W2959715303","https://openalex.org/W2996114784","https://openalex.org/W2996299673","https://openalex.org/W3082643448","https://openalex.org/W3082876968","https://openalex.org/W3118505005","https://openalex.org/W4297775537","https://openalex.org/W6637373629","https://openalex.org/W6675354045","https://openalex.org/W6737664043","https://openalex.org/W6771545804","https://openalex.org/W6782508489"],"related_works":["https://openalex.org/W2150397955","https://openalex.org/W2099152942","https://openalex.org/W2353272754","https://openalex.org/W2318879618","https://openalex.org/W3130041432","https://openalex.org/W3090230424","https://openalex.org/W2372918571","https://openalex.org/W4388153197","https://openalex.org/W2578444090","https://openalex.org/W2963548962"],"abstract_inverted_index":{"Video-based":[0],"motion":[1],"analysis":[2],"recently":[3],"appeared":[4],"to":[5,32,135],"be":[6],"a":[7,53,69,81,127,164,173,184,199,213],"promising":[8],"approach":[9],"in":[10,62,133],"neonatal":[11],"intensive":[12],"care":[13],"units":[14],"for":[15,55,72],"monitoring":[16],"the":[17,36,46,77,84,93,113,121,207],"state":[18],"of":[19,58,129,138,175,186,192,202,212,217],"preterm":[20,59],"newborns":[21,188],"since":[22],"it":[23,29],"is":[24,30,38,43,181,209],"contact-less":[25],"and":[26,64,83,116,154,163],"noninvasive.":[27],"However":[28],"important":[31],"remove":[33],"periods":[34],"when":[35],"newborn":[37,60,109],"absent":[39],"or":[40],"an":[41],"adult":[42,117],"present":[44],"from":[45],"analysis.":[47],"In":[48,195,204],"this":[49],"paper,":[50],"we":[51,125,197],"propose":[52],"method":[54,180],"automatic":[56],"detection":[57,111,119],"presence":[61,110,118],"incubator":[63],"open":[65,205],"bed.":[66],"We":[67,91,141],"learn":[68],"specific":[70],"model":[71],"each":[73],"bed":[74],"type":[75],"as":[76],"camera":[78],"placement":[79],"differs":[80],"lot":[82],"encountered":[85],"situations":[86,218],"are":[87,106,158,170,222],"different":[88],"between":[89],"both.":[90],"break":[92],"problem":[94],"down":[95],"into":[96],"two":[97],"binary":[98],"classifications":[99],"based":[100],"on":[101,112,120,150,172,183],"deep":[102,144],"transfer":[103],"learning":[104],"that":[105,147],"fused":[107],"afterwards:":[108],"one":[114],"hand":[115],"other":[122],"hand.":[123],"Moreover,":[124],"adopt":[126],"strategy":[128],"decision":[130],"intervals":[131],"fusion":[132],"order":[134],"take":[136],"advantage":[137],"temporal":[139],"consistency.":[140],"test":[142],"three":[143],"neural":[145,166],"network":[146],"were":[148],"pre-trained":[149],"ImageNet:":[151],"VGG16,":[152],"MobileNetV2":[153],"InceptionV3.":[155],"Two":[156],"classifiers":[157],"compared:":[159],"support":[160],"vector":[161],"machine":[162],"small":[165],"network.":[167],"Our":[168],"experiments":[169],"conducted":[171],"database":[174],"120":[176],"newborns.":[177],"The":[178],"whole":[179],"evaluated":[182],"subset":[185],"25":[187],"including":[189],"66":[190],"days":[191],"video":[193],"recordings.":[194],"incubator,":[196],"reach":[198],"balanced":[200],"accuracy":[201],"86%.":[203],"bed,":[206],"performance":[208],"lower":[210],"because":[211],"much":[214],"wider":[215],"variety":[216],"whereas":[219],"less":[220],"data":[221],"available.":[223]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
