{"id":"https://openalex.org/W2756222210","doi":"https://doi.org/10.1109/embc.2017.8037861","title":"Detection of chewing motion in the elderly using a glasses mounted accelerometer in a real-life environment","display_name":"Detection of chewing motion in the elderly using a glasses mounted accelerometer in a real-life environment","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2756222210","doi":"https://doi.org/10.1109/embc.2017.8037861","mag":"2756222210","pmid":"https://pubmed.ncbi.nlm.nih.gov/29060902"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2017.8037861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037861","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","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/A5031347841","display_name":"Gert Mertes","orcid":"https://orcid.org/0000-0003-3155-480X"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Gert Mertes","raw_affiliation_strings":["KU Leuven, ESAT-STADIUS, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KU Leuven, ESAT-STADIUS, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034953831","display_name":"Hans Hallez","orcid":"https://orcid.org/0000-0003-2623-9055"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Hans Hallez","raw_affiliation_strings":["U Leuven, ReMI, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U Leuven, ReMI, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016823997","display_name":"Bart Vanrumste","orcid":"https://orcid.org/0000-0002-9409-935X"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bart Vanrumste","raw_affiliation_strings":["KU Leuven, ESAT-STADIUS, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KU Leuven, ESAT-STADIUS, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053926383","display_name":"Tom Croonenborghs","orcid":null},"institutions":[{"id":"https://openalex.org/I107606265","display_name":"Broad Institute","ror":"https://ror.org/05a0ya142","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I107606265"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE","US"],"is_corresponding":false,"raw_author_name":"Tom Croonenborghs","raw_affiliation_strings":["BWH/HMS/Broad Institute, Boston, USA","KU Leuven, AdvISe, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BWH/HMS/Broad Institute, Boston, USA","institution_ids":["https://openalex.org/I107606265"]},{"raw_affiliation_string":"KU Leuven, AdvISe, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4818,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80680174,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2017","issue":null,"first_page":"4521","last_page":"4524"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10852","display_name":"Temporomandibular Joint Disorders","score":0.9563000202178955,"subfield":{"id":"https://openalex.org/subfields/3603","display_name":"Complementary and Manual Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10852","display_name":"Temporomandibular Joint Disorders","score":0.9563000202178955,"subfield":{"id":"https://openalex.org/subfields/3603","display_name":"Complementary and Manual Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.8212568759918213},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7548879981040955},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7297338247299194},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.607307493686676},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5880666971206665},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5835211277008057},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.5203542113304138},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3882061839103699},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33625251054763794}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.8212568759918213},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7548879981040955},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7297338247299194},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.607307493686676},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5880666971206665},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5835211277008057},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5203542113304138},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3882061839103699},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33625251054763794},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D008409","descriptor_name":"Mastication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008409","descriptor_name":"Mastication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008409","descriptor_name":"Mastication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","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},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2017.8037861","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037861","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:29060902","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29060902","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/588790","is_oa":false,"landing_page_url":"https://lirias.kuleuven.be/bitstream/123456789/588790/2/7668-20910727.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EMBC 2017, Jeju Island, South-Korea, 2017","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1896411294","https://openalex.org/W1976472635","https://openalex.org/W1994544878","https://openalex.org/W2051513746","https://openalex.org/W2073696281","https://openalex.org/W2085912188","https://openalex.org/W2120139696","https://openalex.org/W2154053567","https://openalex.org/W2170103961","https://openalex.org/W2519812096","https://openalex.org/W2590658258","https://openalex.org/W6726490181","https://openalex.org/W6733662018"],"related_works":["https://openalex.org/W2765080098","https://openalex.org/W2385749422","https://openalex.org/W2355290145","https://openalex.org/W2353465659","https://openalex.org/W4200112873","https://openalex.org/W2955796858","https://openalex.org/W4224941037","https://openalex.org/W2004826645","https://openalex.org/W3135818052","https://openalex.org/W2889302474"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"a":[3,13,34,56],"method":[4],"of":[5,47,59,98],"detecting":[6],"an":[7,96],"elderly":[8,24],"person's":[9],"chewing":[10,48],"motion":[11],"using":[12],"glasses":[14],"mounted":[15],"accelerometer.":[16],"A":[17,37],"real-life":[18],"dataset":[19,58],"was":[20],"collected":[21],"from":[22],"13":[23],"adults,":[25],"aged":[26],"65":[27],"or":[28],"older,":[29],"during":[30],"meal":[31],"times":[32],"in":[33,66],"care":[35],"facility.":[36],"supervised":[38],"classifier":[39],"is":[40],"used":[41],"to":[42,55,62,83],"automatically":[43],"distinguish":[44],"between":[45],"epochs":[46],"and":[49,73],"non-chewing":[50],"activity.":[51],"Results":[52],"are":[53,78,81],"compared":[54],"lab":[57],"5":[60],"young":[61],"middle-aged":[63],"adults":[64],"captured":[65],"previous":[67],"work.":[68],"K-Nearest":[69],"Neighbor,":[70],"Random":[71],"Forest":[72],"Support":[74,89],"Vector":[75,90],"Machine":[76,91],"classifiers":[77],"evaluated.":[79],"All":[80],"able":[82],"achieve":[84],"similar":[85],"performance,":[86],"with":[87,95],"the":[88,93],"performing":[92],"best":[94],"F1-score":[97],"0.73.":[99]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
