{"id":"https://openalex.org/W4388483078","doi":"https://doi.org/10.1109/icorr58425.2023.10304684","title":"Transferability of a Sensing Mattress for Posture Classification from Research into Clinics","display_name":"Transferability of a Sensing Mattress for Posture Classification from Research into Clinics","publication_year":2023,"publication_date":"2023-09-24","ids":{"openalex":"https://openalex.org/W4388483078","doi":"https://doi.org/10.1109/icorr58425.2023.10304684","pmid":"https://pubmed.ncbi.nlm.nih.gov/37941201"},"language":"en","primary_location":{"id":"doi:10.1109/icorr58425.2023.10304684","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icorr58425.2023.10304684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Rehabilitation Robotics (ICORR)","raw_type":"proceedings-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/A5048678562","display_name":"Oriella Gnarra","orcid":"https://orcid.org/0000-0002-6008-2437"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]},{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Oriella Gnarra","raw_affiliation_strings":["University Hospital of Bern,Sleep-Wake Epilepsy Center,Department of Neurology,Switzerland","Gerontechnology Rehabilitation Group, ARTORG Centre for Biomedical Engineering Research, University of Bern, Switzerland","Department of Health Sciences and Technology, Sensory-Motor Systems Lab, Institute of Robotics and Intelligent Systems, ETH Zurich, ETH Zurich, Switzerland","Department of Neurology, Sleep-Wake Epilepsy Center, University Hospital of Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hospital of Bern,Sleep-Wake Epilepsy Center,Department of Neurology,Switzerland","institution_ids":["https://openalex.org/I2801112126"]},{"raw_affiliation_string":"Gerontechnology Rehabilitation Group, ARTORG Centre for Biomedical Engineering Research, University of Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]},{"raw_affiliation_string":"Department of Health Sciences and Technology, Sensory-Motor Systems Lab, Institute of Robotics and Intelligent Systems, ETH Zurich, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Department of Neurology, Sleep-Wake Epilepsy Center, University Hospital of Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062398553","display_name":"Alexander Breuss","orcid":"https://orcid.org/0000-0001-9727-3491"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Alexander Breuss","raw_affiliation_strings":["Institute of Robotics and Intelligent Systems, ETH Zurich,Sensory-Motor Systems Lab,Department of Health Sciences and Technology,ETH Zurich,Switzerland","Department of Health Sciences and Technology, Sensory-Motor Systems Lab, Institute of Robotics and Intelligent Systems, ETH Zurich, ETH Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Robotics and Intelligent Systems, ETH Zurich,Sensory-Motor Systems Lab,Department of Health Sciences and Technology,ETH Zurich,Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Department of Health Sciences and Technology, Sensory-Motor Systems Lab, Institute of Robotics and Intelligent Systems, ETH Zurich, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046629015","display_name":"Lorenzo Rossi","orcid":"https://orcid.org/0000-0002-0689-9024"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Lorenzo Rossi","raw_affiliation_strings":["Institute of Robotics and Intelligent Systems, ETH Zurich,Sensory-Motor Systems Lab,Department of Health Sciences and Technology,ETH Zurich,Switzerland","Department of Health Sciences and Technology, Sensory-Motor Systems Lab, Institute of Robotics and Intelligent Systems, ETH Zurich, ETH Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Robotics and Intelligent Systems, ETH Zurich,Sensory-Motor Systems Lab,Department of Health Sciences and Technology,ETH Zurich,Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Department of Health Sciences and Technology, Sensory-Motor Systems Lab, Institute of Robotics and Intelligent Systems, ETH Zurich, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069204426","display_name":"Manuel Fujs","orcid":"https://orcid.org/0000-0002-7760-7906"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Manuel Fujs","raw_affiliation_strings":["Institute of Robotics and Intelligent Systems, ETH Zurich,Sensory-Motor Systems Lab,Department of Health Sciences and Technology,ETH Zurich,Switzerland","Department of Health Sciences and Technology, Sensory-Motor Systems Lab, Institute of Robotics and Intelligent Systems, ETH Zurich, ETH Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Robotics and Intelligent Systems, ETH Zurich,Sensory-Motor Systems Lab,Department of Health Sciences and Technology,ETH Zurich,Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Department of Health Sciences and Technology, Sensory-Motor Systems Lab, Institute of Robotics and Intelligent Systems, ETH Zurich, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082025196","display_name":"Samuel E. J. Knobel","orcid":"https://orcid.org/0000-0001-6858-7053"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Samuel E.J. Knobel","raw_affiliation_strings":["University of Bern,Gerontechnology Rehabilitation Group, ARTORG Centre for Biomedical Engineering Research,Switzerland","Gerontechnology Rehabilitation Group, ARTORG Centre for Biomedical Engineering Research, University of Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bern,Gerontechnology Rehabilitation Group, ARTORG Centre for Biomedical Engineering Research,Switzerland","institution_ids":["https://openalex.org/I118564535"]},{"raw_affiliation_string":"Gerontechnology Rehabilitation Group, ARTORG Centre for Biomedical Engineering Research, University of Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014219869","display_name":"Jan D. Warncke","orcid":"https://orcid.org/0000-0001-6852-4191"},"institutions":[{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jan D. Warncke","raw_affiliation_strings":["University Hospital of Bern,Sleep-Wake Epilepsy Center,Department of Neurology,Switzerland","Department of Neurology, Sleep-Wake Epilepsy Center, University Hospital of Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hospital of Bern,Sleep-Wake Epilepsy Center,Department of Neurology,Switzerland","institution_ids":["https://openalex.org/I2801112126"]},{"raw_affiliation_string":"Department of Neurology, Sleep-Wake Epilepsy Center, University Hospital of Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062755403","display_name":"Stephan M. Gerber","orcid":"https://orcid.org/0000-0002-6730-0652"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Stephan M. Gerber","raw_affiliation_strings":["University of Bern,Gerontechnology Rehabilitation Group, ARTORG Centre for Biomedical Engineering Research,Switzerland","Gerontechnology Rehabilitation Group, ARTORG Centre for Biomedical Engineering Research, University of Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bern,Gerontechnology Rehabilitation Group, ARTORG Centre for Biomedical Engineering Research,Switzerland","institution_ids":["https://openalex.org/I118564535"]},{"raw_affiliation_string":"Gerontechnology Rehabilitation Group, ARTORG Centre for Biomedical Engineering Research, University of Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084588041","display_name":"Claudio L. Bassetti","orcid":"https://orcid.org/0000-0002-4535-0245"},"institutions":[{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Claudio L.A. Bassetti","raw_affiliation_strings":["University Hospital of Bern,Sleep-Wake Epilepsy Center,Department of Neurology,Switzerland","Department of Neurology, Sleep-Wake Epilepsy Center, University Hospital of Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hospital of Bern,Sleep-Wake Epilepsy Center,Department of Neurology,Switzerland","institution_ids":["https://openalex.org/I2801112126"]},{"raw_affiliation_string":"Department of Neurology, Sleep-Wake Epilepsy Center, University Hospital of Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053676944","display_name":"Robert Riener","orcid":"https://orcid.org/0000-0002-1726-2950"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I4210124057","display_name":"Universit\u00e4tsklinik Balgrist","ror":"https://ror.org/02yzaka98","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210124057"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Robert Riener","raw_affiliation_strings":["Institute of Robotics and Intelligent Systems, ETH Zurich,Sensory-Motor Systems Lab,Department of Health Sciences and Technology,ETH Zurich,Switzerland","Department of Health Sciences and Technology, Sensory-Motor Systems Lab, Institute of Robotics and Intelligent Systems, ETH Zurich, ETH Zurich, Switzerland","Spinal Cord Injury Center, University Hospital Balgrist, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Robotics and Intelligent Systems, ETH Zurich,Sensory-Motor Systems Lab,Department of Health Sciences and Technology,ETH Zurich,Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Department of Health Sciences and Technology, Sensory-Motor Systems Lab, Institute of Robotics and Intelligent Systems, ETH Zurich, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Spinal Cord Injury Center, University Hospital Balgrist, Zurich, Switzerland","institution_ids":["https://openalex.org/I4210124057"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067614854","display_name":"Tobias Nef","orcid":"https://orcid.org/0000-0002-8069-9450"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]},{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Tobias Nef","raw_affiliation_strings":["University Hospital of Bern,Sleep-Wake Epilepsy Center,Department of Neurology,Switzerland","Gerontechnology Rehabilitation Group, ARTORG Centre for Biomedical Engineering Research, University of Bern, Switzerland","Department of Neurology, Sleep-Wake Epilepsy Center, University Hospital of Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hospital of Bern,Sleep-Wake Epilepsy Center,Department of Neurology,Switzerland","institution_ids":["https://openalex.org/I2801112126"]},{"raw_affiliation_string":"Gerontechnology Rehabilitation Group, ARTORG Centre for Biomedical Engineering Research, University of Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]},{"raw_affiliation_string":"Department of Neurology, Sleep-Wake Epilepsy Center, University Hospital of Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060597199","display_name":"Markus H. Schmidt","orcid":"https://orcid.org/0000-0002-3299-1318"},"institutions":[{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Markus H. Schmidt","raw_affiliation_strings":["University Hospital of Bern,Sleep-Wake Epilepsy Center,Department of Neurology,Switzerland","Department of Neurology, Sleep-Wake Epilepsy Center, University Hospital of Bern, Switzerland","Ohio Sleep Medicine Institute, Dublin, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hospital of Bern,Sleep-Wake Epilepsy Center,Department of Neurology,Switzerland","institution_ids":["https://openalex.org/I2801112126"]},{"raw_affiliation_string":"Department of Neurology, Sleep-Wake Epilepsy Center, University Hospital of Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]},{"raw_affiliation_string":"Ohio Sleep Medicine Institute, Dublin, Ohio, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4796,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65568558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T10985","display_name":"Sleep and Wakefulness Research","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5558682680130005},{"id":"https://openalex.org/keywords/rehabilitation","display_name":"Rehabilitation","score":0.5257619023323059},{"id":"https://openalex.org/keywords/polysomnography","display_name":"Polysomnography","score":0.4960084855556488},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48503655195236206},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4764426350593567},{"id":"https://openalex.org/keywords/sleep-quality","display_name":"Sleep quality","score":0.43160736560821533},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3160414397716522},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.22258442640304565},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.14974603056907654},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.14444568753242493}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5558682680130005},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.5257619023323059},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.4960084855556488},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48503655195236206},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4764426350593567},{"id":"https://openalex.org/C2983189541","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep quality","level":3,"score":0.43160736560821533},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3160414397716522},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.22258442640304565},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.14974603056907654},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.14444568753242493},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001513","descriptor_name":"Beds","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001513","descriptor_name":"Beds","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001513","descriptor_name":"Beds","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012890","descriptor_name":"Sleep","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012890","descriptor_name":"Sleep","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":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","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":false},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017286","descriptor_name":"Polysomnography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/icorr58425.2023.10304684","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icorr58425.2023.10304684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Rehabilitation Robotics (ICORR)","raw_type":"proceedings-article"},{"id":"pmid:37941201","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37941201","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 ... International Conference on Rehabilitation Robotics : [proceedings]","raw_type":null},{"id":"pmh:doi:10.5167/uzh-239738","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:boris.unibe.ch:190681","is_oa":false,"landing_page_url":"https://boris.unibe.ch/190681/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401747","display_name":"BORIS (University Library Bern)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210103840","host_organization_name":"Nakuru County Council","host_organization_lineage":["https://openalex.org/I4210103840"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Gnarra, Oriella; Breuss, Alexander; Rossi, Lorenzo; Fujs, Manuel; Knobel, Samuel E. J.; Warncke, Jan; Gerber, Stephan M.; Bassetti, Claudio L. A.; Riener, Robert; Nef, Tobias; Schmidt, Markus H. (2023). Transferability of a Sensing Mattress for Posture Classification from Research into Clinics. IEEE International Conference on Rehabilitation Robotics (ICORR), 2023, pp. 1-6. IEEE 10.1109/ICORR58425.2023.10304684 &lt;http://dx.doi.org/10.1109/ICORR58425.2023.10304684&gt;","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":31,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1744121058","https://openalex.org/W2173197605","https://openalex.org/W2183341477","https://openalex.org/W2615609848","https://openalex.org/W2753684960","https://openalex.org/W2765471409","https://openalex.org/W2794454623","https://openalex.org/W2927147597","https://openalex.org/W2947325424","https://openalex.org/W2962710859","https://openalex.org/W2969937244","https://openalex.org/W2990019157","https://openalex.org/W3010200460","https://openalex.org/W3100197791","https://openalex.org/W3117012970","https://openalex.org/W3122907878","https://openalex.org/W3177765786","https://openalex.org/W3183820840","https://openalex.org/W3202897123","https://openalex.org/W4224220486","https://openalex.org/W4224323852","https://openalex.org/W4283751250","https://openalex.org/W4291730430","https://openalex.org/W4298087766","https://openalex.org/W4310398063","https://openalex.org/W4312956992","https://openalex.org/W6766837696","https://openalex.org/W6784591795","https://openalex.org/W6841457286","https://openalex.org/W6848322643"],"related_works":["https://openalex.org/W2149145101","https://openalex.org/W2376105158","https://openalex.org/W2508346598","https://openalex.org/W2980868362","https://openalex.org/W62530852","https://openalex.org/W4367186133","https://openalex.org/W4388950428","https://openalex.org/W4294175711","https://openalex.org/W2258092894","https://openalex.org/W2980785317"],"abstract_inverted_index":{"Sleep":[0],"is":[1,22,39],"crucial":[2],"in":[3,68,76,84,156,205],"rehabilitation":[4],"processes,":[5],"promoting":[6],"neural":[7,134],"plasticity":[8],"and":[9,19,145,194,199,218],"immune":[10],"functions.":[11],"Nocturnal":[12],"body":[13,52,115],"postures":[14,53,116,144],"can":[15],"indicate":[16],"sleep":[17,45,51,91],"quality":[18,127,212],"frequent":[20],"repositioning":[21],"required":[23],"to":[24,60,124,141,151,197],"prevent":[25],"bedsores":[26],"for":[27,44,49,153,215],"bedridden":[28,216],"patients":[29,95,217],"after":[30],"a":[31,80,85,97,106,147,168],"stroke":[32],"or":[33],"spinal":[34],"cord":[35],"injury.":[36],"Polysomnography":[37],"(PSG)":[38],"considered":[40],"the":[41,74,77,90,114,126,129,138,157,164,176,188,211,220],"gold":[42],"standard":[43],"assessment.":[46],"Unobtrusive":[47,202],"methods":[48],"classifying":[50],"have":[54,65],"been":[55,66],"presented":[56],"with":[57,96,163,175],"similar":[58],"accuracy":[59,171],"PSG,":[61],"but":[62],"most":[63],"evaluations":[64],"done":[67],"research":[69],"lab":[70],"environments.":[71],"To":[72],"investigate":[73],"challenges":[75],"usability":[78],"of":[79,93,128,213,222],"previously":[81],"validated":[82,204],"device":[83],"clinical":[86],"setting,":[87],"we":[88,111],"recorded":[89],"posture":[92],"17":[94],"sensorized":[98],"mattress.":[99],"Ground-truth":[100],"labels":[101,155,166,178,196],"were":[102],"collected":[103],"automatically":[104],"from":[105],"PSG":[107,130,177,195],"device.":[108],"In":[109],"addition,":[110],"manually":[112],"labeled":[113],"using":[117],"video":[118,165,193],"data.":[119,159],"This":[120],"allowed":[121],"us":[122],"also":[123],"evaluate":[125],"labels.":[131],"We":[132],"trained":[133,162,174],"networks":[135],"based":[136,191],"on":[137,192],"VGG-3":[139],"architecture":[140],"classify":[142],"lying":[143],"used":[146],"self-label":[148,183],"correction":[149,184],"method":[150],"account":[152],"noisy":[154],"training":[158],"The":[160,182],"models":[161],"achieved":[167],"higher":[169],"classification":[170],"than":[172],"those":[173],"(0.79":[179],"vs.":[180],"0.68).":[181],"could":[185],"further":[186],"increase":[187],"models'":[189],"scores":[190],"0.80":[198],"0.70,":[200],"respectively.":[201],"sensors":[203],"clinics":[206],"can,":[207],"therefore,":[208],"potentially":[209],"improve":[210],"care":[214],"advance":[219],"field":[221],"rehabilitation.":[223]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
