{"id":"https://openalex.org/W2957218419","doi":"https://doi.org/10.3390/s19143099","title":"Detecting Mistakes in CPR Training with Multimodal Data and Neural Networks","display_name":"Detecting Mistakes in CPR Training with Multimodal Data and Neural Networks","publication_year":2019,"publication_date":"2019-07-13","ids":{"openalex":"https://openalex.org/W2957218419","doi":"https://doi.org/10.3390/s19143099","mag":"2957218419","pmid":"https://pubmed.ncbi.nlm.nih.gov/31337029"},"language":"en","primary_location":{"id":"doi:10.3390/s19143099","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19143099","pdf_url":"https://www.mdpi.com/1424-8220/19/14/3099/pdf?version=1563000197","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/19/14/3099/pdf?version=1563000197","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089555754","display_name":"Daniele Di Mitri","orcid":"https://orcid.org/0000-0002-9331-6893"},"institutions":[{"id":"https://openalex.org/I7876267","display_name":"Open University of the Netherlands","ror":"https://ror.org/018dfmf50","country_code":"NL","type":"education","lineage":["https://openalex.org/I7876267"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Daniele Di Mitri","raw_affiliation_strings":["Welten Institute, Research Centre for Learning, Teaching and Technology Open University of the Netherlands, Valkenburgerweg, 177 6401 AT Heerlen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Welten Institute, Research Centre for Learning, Teaching and Technology Open University of the Netherlands, Valkenburgerweg, 177 6401 AT Heerlen, The Netherlands","institution_ids":["https://openalex.org/I7876267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057829024","display_name":"J\u00e1n Schneider","orcid":"https://orcid.org/0000-0001-8578-6409"},"institutions":[{"id":"https://openalex.org/I4210138519","display_name":"DIPF | Leibniz Institute for Research and Information in Education","ror":"https://ror.org/0327sr118","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210138519"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Schneider","raw_affiliation_strings":["DIPF - Leibniz Institute for Research and Information in Education, Rostocker Stra\u00dfe 6, 60323 Frankfurt, Germany"],"affiliations":[{"raw_affiliation_string":"DIPF - Leibniz Institute for Research and Information in Education, Rostocker Stra\u00dfe 6, 60323 Frankfurt, Germany","institution_ids":["https://openalex.org/I4210138519"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044003393","display_name":"Marcus Specht","orcid":"https://orcid.org/0000-0002-6086-8480"},"institutions":[{"id":"https://openalex.org/I7876267","display_name":"Open University of the Netherlands","ror":"https://ror.org/018dfmf50","country_code":"NL","type":"education","lineage":["https://openalex.org/I7876267"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marcus Specht","raw_affiliation_strings":["Welten Institute, Research Centre for Learning, Teaching and Technology Open University of the Netherlands, Valkenburgerweg, 177 6401 AT Heerlen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Welten Institute, Research Centre for Learning, Teaching and Technology Open University of the Netherlands, Valkenburgerweg, 177 6401 AT Heerlen, The Netherlands","institution_ids":["https://openalex.org/I7876267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027722484","display_name":"Hendrik Drachsler","orcid":"https://orcid.org/0000-0001-8407-5314"},"institutions":[{"id":"https://openalex.org/I4210138519","display_name":"DIPF | Leibniz Institute for Research and Information in Education","ror":"https://ror.org/0327sr118","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210138519"]},{"id":"https://openalex.org/I7876267","display_name":"Open University of the Netherlands","ror":"https://ror.org/018dfmf50","country_code":"NL","type":"education","lineage":["https://openalex.org/I7876267"]}],"countries":["DE","NL"],"is_corresponding":false,"raw_author_name":"Hendrik Drachsler","raw_affiliation_strings":["DIPF - Leibniz Institute for Research and Information in Education, Rostocker Stra\u00dfe 6, 60323 Frankfurt, Germany","Welten Institute, Research Centre for Learning, Teaching and Technology Open University of the Netherlands, Valkenburgerweg, 177 6401 AT Heerlen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"DIPF - Leibniz Institute for Research and Information in Education, Rostocker Stra\u00dfe 6, 60323 Frankfurt, Germany","institution_ids":["https://openalex.org/I4210138519"]},{"raw_affiliation_string":"Welten Institute, Research Centre for Learning, Teaching and Technology Open University of the Netherlands, Valkenburgerweg, 177 6401 AT Heerlen, The Netherlands","institution_ids":["https://openalex.org/I7876267"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089555754"],"corresponding_institution_ids":["https://openalex.org/I7876267"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":4.928,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.95562674,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"19","issue":"14","first_page":"3099","last_page":"3099"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10645","display_name":"Cardiac Arrest and Resuscitation","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency 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/T10645","display_name":"Cardiac Arrest and Resuscitation","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency 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/T11238","display_name":"Simulation-Based Education in Healthcare","score":0.9836999773979187,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9402999877929688,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/tutor","display_name":"TUTOR","score":0.7624839544296265},{"id":"https://openalex.org/keywords/mistake","display_name":"Mistake","score":0.6639991998672485},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6467467546463013},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5037993788719177},{"id":"https://openalex.org/keywords/cardiopulmonary-resuscitation","display_name":"Cardiopulmonary resuscitation","score":0.47034719586372375},{"id":"https://openalex.org/keywords/multimodal-therapy","display_name":"Multimodal therapy","score":0.43127915263175964},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4258381724357605},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41351163387298584},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.38529086112976074},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34629881381988525},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1487179398536682}],"concepts":[{"id":"https://openalex.org/C2778371403","wikidata":"https://www.wikidata.org/wiki/Q7672049","display_name":"TUTOR","level":2,"score":0.7624839544296265},{"id":"https://openalex.org/C2777179996","wikidata":"https://www.wikidata.org/wiki/Q911222","display_name":"Mistake","level":2,"score":0.6639991998672485},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6467467546463013},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5037993788719177},{"id":"https://openalex.org/C2777055891","wikidata":"https://www.wikidata.org/wiki/Q185325","display_name":"Cardiopulmonary resuscitation","level":3,"score":0.47034719586372375},{"id":"https://openalex.org/C4441509","wikidata":"https://www.wikidata.org/wiki/Q6418787","display_name":"Multimodal therapy","level":2,"score":0.43127915263175964},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4258381724357605},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41351163387298584},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38529086112976074},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34629881381988525},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1487179398536682},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.0},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2778165595","wikidata":"https://www.wikidata.org/wiki/Q5491454","display_name":"Resuscitation","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D001835","descriptor_name":"Body Weight","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001835","descriptor_name":"Body Weight","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001835","descriptor_name":"Body Weight","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003194","descriptor_name":"Computer-Assisted Instruction","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D003194","descriptor_name":"Computer-Assisted Instruction","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D003194","descriptor_name":"Computer-Assisted Instruction","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D003194","descriptor_name":"Computer-Assisted Instruction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003194","descriptor_name":"Computer-Assisted Instruction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003194","descriptor_name":"Computer-Assisted Instruction","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004501","descriptor_name":"Education, Medical","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004501","descriptor_name":"Education, Medical","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004501","descriptor_name":"Education, Medical","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","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":"D008348","descriptor_name":"Manikins","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008348","descriptor_name":"Manikins","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008348","descriptor_name":"Manikins","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":false},{"descriptor_ui":"D011187","descriptor_name":"Posture","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":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013909","descriptor_name":"Thorax","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013909","descriptor_name":"Thorax","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013909","descriptor_name":"Thorax","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":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","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":"D016887","descriptor_name":"Cardiopulmonary Resuscitation","qualifier_ui":"Q000193","qualifier_name":"education","is_major_topic":false},{"descriptor_ui":"D016887","descriptor_name":"Cardiopulmonary Resuscitation","qualifier_ui":"Q000193","qualifier_name":"education","is_major_topic":false},{"descriptor_ui":"D016887","descriptor_name":"Cardiopulmonary Resuscitation","qualifier_ui":"Q000193","qualifier_name":"education","is_major_topic":false},{"descriptor_ui":"D016887","descriptor_name":"Cardiopulmonary Resuscitation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016887","descriptor_name":"Cardiopulmonary Resuscitation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016887","descriptor_name":"Cardiopulmonary Resuscitation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D066289","descriptor_name":"Data Curation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066289","descriptor_name":"Data Curation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066289","descriptor_name":"Data Curation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.3390/s19143099","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19143099","pdf_url":"https://www.mdpi.com/1424-8220/19/14/3099/pdf?version=1563000197","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:31337029","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31337029","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:1829505c28f54772852e18d69aae93df","is_oa":true,"landing_page_url":"https://doaj.org/article/1829505c28f54772852e18d69aae93df","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 19, Iss 14, p 3099 (2019)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5649565","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6679577","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/19/14/3099/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s19143099","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"},{"id":"pmh:oai:www.pedocs.de-opus:18874","is_oa":true,"landing_page_url":"https://www.pedocs.de/volltexte/2020/18874/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400679","display_name":"Pedocs (German Institute for International Educational Research)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210138519","host_organization_name":"DIPF | Leibniz Institute for Research and Information in Education","host_organization_lineage":["https://openalex.org/I4210138519"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors 19 (2019) 14, S. 3099","raw_type":"article"},{"id":"pmh:ou:oai:research.ou.nl:publications/43c147b7-ad73-4623-837b-660171083809","is_oa":true,"landing_page_url":"https://research.ou.nl/en/publications/43c147b7-ad73-4623-837b-660171083809","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, 19(14):3099. MDPI","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/s19143099","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19143099","pdf_url":"https://www.mdpi.com/1424-8220/19/14/3099/pdf?version=1563000197","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2291475997","display_name":null,"funder_award_id":"SafePAT project INTERREG V-A","funder_id":"https://openalex.org/F4320337753","funder_display_name":"Interreg"}],"funders":[{"id":"https://openalex.org/F4320337753","display_name":"Interreg","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2957218419.pdf","grobid_xml":"https://content.openalex.org/works/W2957218419.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W120105342","https://openalex.org/W1539811621","https://openalex.org/W1567021666","https://openalex.org/W1978689389","https://openalex.org/W2012731075","https://openalex.org/W2032406331","https://openalex.org/W2036648297","https://openalex.org/W2037283453","https://openalex.org/W2051339053","https://openalex.org/W2064675550","https://openalex.org/W2074537295","https://openalex.org/W2111344377","https://openalex.org/W2112564774","https://openalex.org/W2118407121","https://openalex.org/W2123169053","https://openalex.org/W2125054539","https://openalex.org/W2126405871","https://openalex.org/W2138998157","https://openalex.org/W2178882079","https://openalex.org/W2285989829","https://openalex.org/W2294813873","https://openalex.org/W2316441559","https://openalex.org/W2514708452","https://openalex.org/W2518937691","https://openalex.org/W2520384474","https://openalex.org/W2530938597","https://openalex.org/W2619383789","https://openalex.org/W2626941248","https://openalex.org/W2756177572","https://openalex.org/W2793185901","https://openalex.org/W2793197442","https://openalex.org/W2793785583","https://openalex.org/W2804270455","https://openalex.org/W2809666959","https://openalex.org/W2886041267","https://openalex.org/W2916734143","https://openalex.org/W2917939217","https://openalex.org/W2949840189","https://openalex.org/W4237497396","https://openalex.org/W6604955288","https://openalex.org/W6676934228","https://openalex.org/W6678407692","https://openalex.org/W6678945942","https://openalex.org/W6739838625","https://openalex.org/W6753423890"],"related_works":["https://openalex.org/W1590719878","https://openalex.org/W4244271513","https://openalex.org/W2365974527","https://openalex.org/W4306382224","https://openalex.org/W4226517682","https://openalex.org/W3108263396","https://openalex.org/W2895872277","https://openalex.org/W1561425952","https://openalex.org/W2496555895","https://openalex.org/W4236454870"],"abstract_inverted_index":{"This":[0],"study":[1],"investigated":[2],"to":[3,11,82,87,115,155,196,214],"what":[4],"extent":[5],"multimodal":[6,54,146],"data":[7,55,147],"can":[8,148,169],"be":[9],"used":[10],"detect":[12,170],"mistakes":[13,174,188],"during":[14],"Cardiopulmonary":[15],"Resuscitation":[16],"(CPR)":[17],"training.":[18,221],"We":[19,52,71,127,160],"complemented":[20],"the":[21,27,108,124,136,142,156,164,177,201,205],"Laerdal":[22],"QCPR":[23],"ResusciAnne":[24,157],"manikin":[25,158],"with":[26],"Multimodal":[28,165,206],"Tutor":[29,166,207],"for":[30,40,48,132,167,208],"CPR,":[31,209],"a":[32,37,45,212],"multi-sensor":[33],"system":[34],"consisting":[35],"of":[36,61,66,94,135,141,180,204,219],"Microsoft":[38],"Kinect":[39],"tracking":[41],"body":[42,118,183],"position":[43],"and":[44,101,117,182],"Myo":[46],"armband":[47],"collecting":[49],"electromyogram":[50],"information.":[51],"collected":[53],"from":[56],"11":[57],"medical":[58],"students,":[59],"each":[60,134],"them":[62],"performing":[63],"two":[64],"sessions":[65],"two-minute":[67],"chest":[68],"compressions":[69],"(CCs).":[70],"gathered":[72],"in":[73,200],"total":[74],"5254":[75],"CCs":[76],"that":[77,145,163],"were":[78,104,120,189],"all":[79],"labelled":[80],"according":[81],"five":[83,95,129,137],"performance":[84],"indicators,":[85,96],"corresponding":[86],"common":[88],"CPR":[89,168,172,220],"training":[90,173],"mistakes.":[91],"Three":[92],"out":[93],"CC":[97,99,102],"rate,":[98],"depth":[100],"release,":[103],"assessed":[105],"automatically":[106],"by":[107,123,192],"ReusciAnne":[109],"manikin.":[110],"The":[111,139],"remaining":[112],"two,":[113],"related":[114],"arms":[116,181],"position,":[119],"annotated":[121],"manually":[122],"research":[125],"team.":[126],"trained":[128],"neural":[130],"networks":[131],"classifying":[133],"indicators.":[138],"results":[140],"experiment":[143],"show":[144,162],"provide":[149],"accurate":[150],"mistake":[151],"detection":[152],"as":[153,176],"compared":[154],"baseline.":[159],"also":[161],"additional":[171],"such":[175],"correct":[178],"use":[179],"weight.":[184],"Thus":[185],"far,":[186],"these":[187],"identified":[190],"only":[191],"human":[193],"instructors.":[194],"Finally,":[195],"investigate":[197],"user":[198],"feedback":[199,217],"future":[202],"implementations":[203],"we":[210],"conducted":[211],"questionnaire":[213],"collect":[215],"valuable":[216],"aspects":[218]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}
