{"id":"https://openalex.org/W2288085147","doi":"https://doi.org/10.3233/978-1-61499-516-6-286","title":"Wearable Sensors in Medical Education: Supporting Hand Hygiene Training with a Forearm EMG","display_name":"Wearable Sensors in Medical Education: Supporting Hand Hygiene Training with a Forearm EMG","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2288085147","doi":"https://doi.org/10.3233/978-1-61499-516-6-286","mag":"2288085147","pmid":"https://pubmed.ncbi.nlm.nih.gov/25980884"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-516-6-286","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-516-6-286","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","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/A5047693689","display_name":"Ekaterina Kutafina","orcid":"https://orcid.org/0000-0002-3430-5123"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kutafina Ekaterina","raw_affiliation_strings":["Department of Medical Informatics, Medical Center, RWTH Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical Center, RWTH Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069243904","display_name":"David Laukamp","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Laukamp David","raw_affiliation_strings":["Department of Medical Informatics, Medical Center, RWTH Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical Center, RWTH Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022789731","display_name":"Stephan Jonas","orcid":"https://orcid.org/0000-0002-3687-6165"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jonas Stephan M.","raw_affiliation_strings":["Department of Medical Informatics, Medical Center, RWTH Aachen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical Center, RWTH Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":null,"apc_paid":null,"fwci":3.909,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.93478261,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"211","issue":null,"first_page":"286","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11932","display_name":"Wireless Body Area Networks","score":0.9732999801635742,"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/T11932","display_name":"Wireless Body Area Networks","score":0.9732999801635742,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9714000225067139,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9642999768257141,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/wearable-computer","display_name":"Wearable computer","score":0.8086551427841187},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6152521967887878},{"id":"https://openalex.org/keywords/hygiene","display_name":"Hygiene","score":0.5677585005760193},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.5620253086090088},{"id":"https://openalex.org/keywords/forearm","display_name":"Forearm","score":0.5442500710487366},{"id":"https://openalex.org/keywords/hand-washing","display_name":"Hand washing","score":0.4363330602645874},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4330523908138275},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.41241806745529175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3284794092178345},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2675214409828186},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1745736300945282},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.06520363688468933}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.8086551427841187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6152521967887878},{"id":"https://openalex.org/C547646559","wikidata":"https://www.wikidata.org/wiki/Q162297","display_name":"Hygiene","level":2,"score":0.5677585005760193},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.5620253086090088},{"id":"https://openalex.org/C2780214079","wikidata":"https://www.wikidata.org/wiki/Q228537","display_name":"Forearm","level":2,"score":0.5442500710487366},{"id":"https://openalex.org/C2777919664","wikidata":"https://www.wikidata.org/wiki/Q552461","display_name":"Hand washing","level":3,"score":0.4363330602645874},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4330523908138275},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.41241806745529175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3284794092178345},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2675214409828186},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1745736300945282},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.06520363688468933},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003428","descriptor_name":"Cross Infection","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D003428","descriptor_name":"Cross Infection","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D003428","descriptor_name":"Cross Infection","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D004501","descriptor_name":"Education, Medical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004501","descriptor_name":"Education, Medical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004501","descriptor_name":"Education, Medical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004506","descriptor_name":"Education, Nursing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004506","descriptor_name":"Education, Nursing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004506","descriptor_name":"Education, Nursing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D005542","descriptor_name":"Forearm","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005542","descriptor_name":"Forearm","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005542","descriptor_name":"Forearm","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013673","descriptor_name":"Technology Assessment, Biomedical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013673","descriptor_name":"Technology Assessment, Biomedical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013673","descriptor_name":"Technology Assessment, Biomedical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D063373","descriptor_name":"Hand Hygiene","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D063373","descriptor_name":"Hand Hygiene","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D063373","descriptor_name":"Hand Hygiene","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-516-6-286","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-516-6-286","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:25980884","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25980884","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5099999904632568,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1989226853","https://openalex.org/W2017898035","https://openalex.org/W2135090840","https://openalex.org/W2140944144","https://openalex.org/W2153523006","https://openalex.org/W2156914236","https://openalex.org/W2182004174","https://openalex.org/W2195342085"],"related_works":["https://openalex.org/W2380041517","https://openalex.org/W2012375962","https://openalex.org/W2390135151","https://openalex.org/W2391064408","https://openalex.org/W4310853653","https://openalex.org/W2977331004","https://openalex.org/W2342538584","https://openalex.org/W3031527487","https://openalex.org/W2138620920","https://openalex.org/W1995176093"],"abstract_inverted_index":{"Lack":[0],"of":[1,9,25,40,56,70,100],"proper":[2],"hand":[3,18,41,72],"hygiene":[4],"is":[5,20,87],"a":[6,98],"common":[7],"source":[8],"hospital":[10],"acquired":[11],"infections.":[12],"Training":[13],"and":[14,60,65,78,97],"evaluating":[15],"efficiency":[16],"in":[17,50,82,88],"washing":[19,42,73],"therefore":[21],"an":[22],"important":[23],"part":[24],"medical":[26,83],"education.":[27],"Here,":[28],"we":[29,93],"propose":[30],"to":[31,37,52],"use":[32],"the":[33,54,57,68,71],"Myo":[34],"wearable":[35],"armband":[36],"measure":[38],"correctness":[39],"for":[43],"mobile":[44],"learning.":[45],"Myo's":[46],"sensors":[47],"are":[48],"designed":[49],"order":[51],"recognize":[53],"activity":[55],"forearm,":[58],"palm":[59],"fingers.":[61],"Using":[62],"signal":[63],"processing":[64],"machine":[66],"learning,":[67],"quality":[69],"process":[74],"can":[75],"be":[76],"estimated":[77],"used":[79],"as":[80],"evaluation":[81],"teaching.":[84],"The":[85],"project":[86],"its":[89],"initial":[90],"phase,":[91],"thus":[92],"present":[94],"preliminary":[95],"results":[96],"vision":[99],"future":[101],"development.":[102]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}