{"id":"https://openalex.org/W2134624959","doi":"https://doi.org/10.1109/titb.2010.2058123","title":"Time-Frequency Analysis of Accelerometry Data for Detection of Myoclonic Seizures","display_name":"Time-Frequency Analysis of Accelerometry Data for Detection of Myoclonic Seizures","publication_year":2010,"publication_date":"2010-07-29","ids":{"openalex":"https://openalex.org/W2134624959","doi":"https://doi.org/10.1109/titb.2010.2058123","mag":"2134624959","pmid":"https://pubmed.ncbi.nlm.nih.gov/20667813"},"language":"en","primary_location":{"id":"doi:10.1109/titb.2010.2058123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/titb.2010.2058123","pdf_url":null,"source":{"id":"https://openalex.org/S68937846","display_name":"IEEE Transactions on Information Technology in Biomedicine","issn_l":"1089-7771","issn":["1089-7771","1558-0032"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Technology in Biomedicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.tue.nl/en/publications/87ab71a5-7cf5-48f7-be6c-99924942f48d","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020697637","display_name":"Tamara M. E. Nijsen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132398","display_name":"Kempenhaeghe","ror":"https://ror.org/03bbe8e53","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210132398"]},{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"T M E Nijsen","raw_affiliation_strings":["Epilepsy Centre Kempenhaeghe, 5590 AB Heeze, The Netherlands. She is now with the Biomedical Sensor Systems Department, Philips Research Laboratories, 5656 AE Eindhoven, The Netherlands. nijsent@kempenhaeghe.nl","Biomedical Sensor Systems Department, Philips Research Laboratories, Eindhoven, Netherlands","Epilepsy Centre Kempenhaeghe, Heeze, Netherlands"],"affiliations":[{"raw_affiliation_string":"Epilepsy Centre Kempenhaeghe, 5590 AB Heeze, The Netherlands. She is now with the Biomedical Sensor Systems Department, Philips Research Laboratories, 5656 AE Eindhoven, The Netherlands. nijsent@kempenhaeghe.nl","institution_ids":["https://openalex.org/I4210132398"]},{"raw_affiliation_string":"Biomedical Sensor Systems Department, Philips Research Laboratories, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I4210122849"]},{"raw_affiliation_string":"Epilepsy Centre Kempenhaeghe, Heeze, Netherlands","institution_ids":["https://openalex.org/I4210132398"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040056296","display_name":"Ronald M. Aarts","orcid":"https://orcid.org/0000-0003-3194-0700"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"R M Aarts","raw_affiliation_strings":["Department of Electrical Engineering, Eindhovan University of Technology, Eindhoven, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Eindhovan University of Technology, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112394426","display_name":"P.J.M. Cluitmans","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"P J M Cluitmans","raw_affiliation_strings":["Department of Electrical Engineering, Eindhovan University of Technology, Eindhoven, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Eindhovan University of Technology, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066999255","display_name":"Paul A. M. Griep","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132398","display_name":"Kempenhaeghe","ror":"https://ror.org/03bbe8e53","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210132398"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"P A M Griep","raw_affiliation_strings":["Department of Clinical Physics, Epilepsy Centre Kempenhaeghe, Heeze, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Clinical Physics, Epilepsy Centre Kempenhaeghe, Heeze, Netherlands","institution_ids":["https://openalex.org/I4210132398"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020697637"],"corresponding_institution_ids":["https://openalex.org/I4210122849","https://openalex.org/I4210132398"],"apc_list":null,"apc_paid":null,"fwci":3.2378,"has_fulltext":false,"cited_by_count":84,"citation_normalized_percentile":{"value":0.91868929,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"14","issue":"5","first_page":"1197","last_page":"1203"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/T11447","display_name":"Blind Source Separation Techniques","score":0.9812999963760376,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/short-time-fourier-transform","display_name":"Short-time Fourier transform","score":0.8563686609268188},{"id":"https://openalex.org/keywords/daubechies-wavelet","display_name":"Daubechies wavelet","score":0.7124180197715759},{"id":"https://openalex.org/keywords/time\u2013frequency-analysis","display_name":"Time\u2013frequency analysis","score":0.6408376097679138},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5986380577087402},{"id":"https://openalex.org/keywords/continuous-wavelet-transform","display_name":"Continuous wavelet transform","score":0.5784239768981934},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.5573322176933289},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5316634178161621},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5300158262252808},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.5256710648536682},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.47908836603164673},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.4400222599506378},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4384881556034088},{"id":"https://openalex.org/keywords/constant-q-transform","display_name":"Constant Q transform","score":0.41857969760894775},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3943387567996979},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.35655978322029114},{"id":"https://openalex.org/keywords/fourier-analysis","display_name":"Fourier analysis","score":0.28325796127319336},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2649405598640442},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20749327540397644},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.12287139892578125},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.08941009640693665}],"concepts":[{"id":"https://openalex.org/C166386157","wikidata":"https://www.wikidata.org/wiki/Q1477735","display_name":"Short-time Fourier transform","level":4,"score":0.8563686609268188},{"id":"https://openalex.org/C2779855323","wikidata":"https://www.wikidata.org/wiki/Q1172774","display_name":"Daubechies wavelet","level":5,"score":0.7124180197715759},{"id":"https://openalex.org/C142433447","wikidata":"https://www.wikidata.org/wiki/Q7806653","display_name":"Time\u2013frequency analysis","level":3,"score":0.6408376097679138},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5986380577087402},{"id":"https://openalex.org/C95722684","wikidata":"https://www.wikidata.org/wiki/Q2622756","display_name":"Continuous wavelet transform","level":5,"score":0.5784239768981934},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.5573322176933289},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5316634178161621},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5300158262252808},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.5256710648536682},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.47908836603164673},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.4400222599506378},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4384881556034088},{"id":"https://openalex.org/C153705960","wikidata":"https://www.wikidata.org/wiki/Q5163634","display_name":"Constant Q transform","level":5,"score":0.41857969760894775},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3943387567996979},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.35655978322029114},{"id":"https://openalex.org/C203024314","wikidata":"https://www.wikidata.org/wiki/Q1365258","display_name":"Fourier analysis","level":3,"score":0.28325796127319336},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2649405598640442},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20749327540397644},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.12287139892578125},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.08941009640693665},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000054","descriptor_name":"Acceleration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000054","descriptor_name":"Acceleration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000054","descriptor_name":"Acceleration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001132","descriptor_name":"Arm","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001132","descriptor_name":"Arm","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001132","descriptor_name":"Arm","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004831","descriptor_name":"Epilepsies, Myoclonic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004831","descriptor_name":"Epilepsies, Myoclonic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004831","descriptor_name":"Epilepsies, Myoclonic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","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":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018670","descriptor_name":"Monitoring, Ambulatory","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.1109/titb.2010.2058123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/titb.2010.2058123","pdf_url":null,"source":{"id":"https://openalex.org/S68937846","display_name":"IEEE Transactions on Information Technology in Biomedicine","issn_l":"1089-7771","issn":["1089-7771","1558-0032"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Technology in Biomedicine","raw_type":"journal-article"},{"id":"pmid:20667813","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20667813","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 transactions on information technology in biomedicine : a publication of the IEEE Engineering in Medicine and Biology Society","raw_type":null},{"id":"pmh:oai:pure.tue.nl:openaire/87ab71a5-7cf5-48f7-be6c-99924942f48d","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/87ab71a5-7cf5-48f7-be6c-99924942f48d","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nijsen, T M E, Aarts, R M, Cluitmans, P J M & Griep, P A M 2010, 'Time-frequency analysis of accelerometry data for detection of myoclonic seizures', IEEE Transactions on Information Technology in Biomedicine, vol. 14, no. 5, pp. 1197-1203. https://doi.org/10.1109/TITB.2010.2058123","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:694597","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=694597","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","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":"ISSN:1089-7771","raw_type":"Article / Letter to the editor"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.660.1639","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.660.1639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://alexandria.tue.nl/openaccess/Metis245391.pdf","raw_type":"text"},{"id":"pmh:oai:library.tue.nl:694597","is_oa":false,"landing_page_url":"http://repository.tue.nl/694597","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","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":"ISSN:1089-7771","raw_type":"Article / Letter to the editor"},{"id":"pmh:tue:oai:pure.tue.nl:publications/87ab71a5-7cf5-48f7-be6c-99924942f48d","is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/87ab71a5-7cf5-48f7-be6c-99924942f48d","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":"IEEE Transactions on Information Technology in Biomedicine, 14(5), 1197 - 1203. Institute of Electrical and Electronics Engineers","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:openaire/87ab71a5-7cf5-48f7-be6c-99924942f48d","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/87ab71a5-7cf5-48f7-be6c-99924942f48d","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nijsen, T M E, Aarts, R M, Cluitmans, P J M & Griep, P A M 2010, 'Time-frequency analysis of accelerometry data for detection of myoclonic seizures', IEEE Transactions on Information Technology in Biomedicine, vol. 14, no. 5, pp. 1197-1203. https://doi.org/10.1109/TITB.2010.2058123","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W131293899","https://openalex.org/W138165493","https://openalex.org/W612406868","https://openalex.org/W634350609","https://openalex.org/W1883664232","https://openalex.org/W2006916818","https://openalex.org/W2062024414","https://openalex.org/W2086122284","https://openalex.org/W2091082022","https://openalex.org/W2114868488","https://openalex.org/W2118503904","https://openalex.org/W2118630306","https://openalex.org/W2119269525","https://openalex.org/W2122625967","https://openalex.org/W2126448734","https://openalex.org/W2146539131","https://openalex.org/W2169776910","https://openalex.org/W2417635366","https://openalex.org/W2971230710","https://openalex.org/W3216068995","https://openalex.org/W4244494905","https://openalex.org/W4255272544","https://openalex.org/W4388318266","https://openalex.org/W6605236737"],"related_works":["https://openalex.org/W2568765784","https://openalex.org/W4383502298","https://openalex.org/W2995883449","https://openalex.org/W1967965118","https://openalex.org/W2363944003","https://openalex.org/W2086760654","https://openalex.org/W2369470138","https://openalex.org/W340118223","https://openalex.org/W2433457936","https://openalex.org/W2070232159"],"abstract_inverted_index":{"Four":[0],"time-frequency":[1,57],"and":[2,40,58,83,96,164,193],"time-scale":[3,59],"methods":[4,67],"are":[5,19,52,68,79,151,166,188,196],"studied":[6],"for":[7,81,88,168,209],"their":[8],"ability":[9],"of":[10,101,117,130,171,176,185,212],"detecting":[11],"myoclonic":[12,172],"seizures":[13],"from":[14,76,85],"accelerometric":[15],"data.":[16],"Methods":[17],"that":[18,122,140,161,182,187,195],"used":[20,80],"are:":[21],"the":[22,27,31,94,98,102,111,118,128,141,158,169,180,203,210],"short-time":[23],"Fourier":[24],"transform":[25,34,47],"(STFT),":[26],"Wigner":[28],"distribution":[29],"(WD),":[30],"continuous":[32],"wavelet":[33,46],"(CWT)":[35],"using":[36,54],"a":[37,41,71,145],"Daubechies":[38],"wavelet,":[39],"newly":[42],"introduced":[43],"model-based":[44],"matched":[45],"(MOD).":[48],"Real":[49],"patient":[50,142],"data":[51,84],"analyzed":[53],"these":[55,149],"four":[56,66],"methods.":[60],"To":[61],"obtain":[62],"quantitative":[63],"results,":[64],"all":[65],"evaluated":[69],"in":[70,136,200],"linear":[72],"classification":[73,112],"setup.":[74],"Data":[75],"15":[77],"patients":[78,87],"training":[82],"21":[86],"testing.":[89],"Using":[90,106],"features":[91],"based":[92],"on":[93],"CWT":[95,163],"MOD,":[97],"success":[99,113],"rate":[100],"classifier":[103],"was":[104,143],"80%.":[105],"STFT":[107],"or":[108,133],"WD-based":[109],"features,":[110],"is":[114],"reduced.":[115],"Analysis":[116],"false":[119],"positives":[120],"revealed":[121],"they":[123],"were":[124],"either":[125],"clonic":[126],"seizures,":[127,132],"onset":[129],"tonic":[131],"sharp":[134],"peaks":[135],"\"normal\"":[137],"movements":[138,150],"indicating":[139],"making":[144],"jerky":[146],"movement.":[147],"All":[148],"considered":[152],"clinically":[153],"important":[154],"to":[155,190],"detect.":[156],"Thus,":[157],"results":[159],"show":[160],"both":[162],"MOD":[165,178],"useful":[167,208],"detection":[170,211],"seizures.":[173],"On":[174],"top":[175],"that,":[177],"has":[179],"advantage":[181],"it":[183],"consists":[184],"parameters":[186],"related":[189],"seizure":[191,215],"duration":[192],"intensity":[194],"physiologically":[197],"meaningful.":[198],"Furthermore,":[199],"future":[201],"work,":[202],"model":[204],"can":[205],"also":[206],"be":[207],"other":[213],"motor":[214],"types.":[216]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":9}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
