{"id":"https://openalex.org/W4388037816","doi":"https://doi.org/10.1109/icabme59496.2023.10293077","title":"sEMG Signal Generation for Data Augmentation Using Time Series Transformer Based Conditional GAN","display_name":"sEMG Signal Generation for Data Augmentation Using Time Series Transformer Based Conditional GAN","publication_year":2023,"publication_date":"2023-10-12","ids":{"openalex":"https://openalex.org/W4388037816","doi":"https://doi.org/10.1109/icabme59496.2023.10293077"},"language":"en","primary_location":{"id":"doi:10.1109/icabme59496.2023.10293077","doi":"https://doi.org/10.1109/icabme59496.2023.10293077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icabme59496.2023.10293077","pdf_url":null,"source":{"id":"https://openalex.org/S7407089050","display_name":"International Conference on Advances in Biomedical Engineering (ICABME)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Seventh International Conference on Advances in Biomedical Engineering (ICABME)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"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/A5114268909","display_name":"Chawki Nasrallah","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I102516824","display_name":"Universit\u00e9 de Technologie de Compi\u00e8gne","ror":"https://ror.org/04y5kwa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I102516824"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210145747","display_name":"Biom\u00e9canique et Bioing\u00e9nierie","ror":"https://ror.org/03yaydt41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I4210095849","https://openalex.org/I4210145747"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Chawki Nasrallah","raw_affiliation_strings":["Alliance Sorbonne Universit&#x00E9;, Universit&#x00E9; de technologie de Compi&#x00E8;gne,Laboratoire de Biom&#x00E9;canique et de Bioing&#x00E9;nierie UMR CNRS 7338,Comni&#x00E8;gne,France","BMBI - Biom\u00e9canique et Bioing\u00e9nierie (Universit\u00e9 de Technologie de Compi\u00e8gne - Centre de Recherche de Royallieu - rue du Docteur Schweitzer- CS 60319 - 60203 COMPIEGNE Cedex\r\n - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alliance Sorbonne Universit&#x00E9;, Universit&#x00E9; de technologie de Compi&#x00E8;gne,Laboratoire de Biom&#x00E9;canique et de Bioing&#x00E9;nierie UMR CNRS 7338,Comni&#x00E8;gne,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210145747"]},{"raw_affiliation_string":"BMBI - Biom\u00e9canique et Bioing\u00e9nierie (Universit\u00e9 de Technologie de Compi\u00e8gne - Centre de Recherche de Royallieu - rue du Docteur Schweitzer- CS 60319 - 60203 COMPIEGNE Cedex\r\n - France)","institution_ids":["https://openalex.org/I102516824","https://openalex.org/I4210145747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059667793","display_name":"Sofiane Boudaoud","orcid":"https://orcid.org/0000-0003-2222-9909","observed_orcids":["https://orcid.org/0000-0003-2222-9909"]},"institutions":[{"id":"https://openalex.org/I102516824","display_name":"Universit\u00e9 de Technologie de Compi\u00e8gne","ror":"https://ror.org/04y5kwa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I102516824"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210145747","display_name":"Biom\u00e9canique et Bioing\u00e9nierie","ror":"https://ror.org/03yaydt41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I4210095849","https://openalex.org/I4210145747"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sofiane Boudaoud","raw_affiliation_strings":["Alliance Sorbonne Universit&#x00E9;, Universit&#x00E9; de technologie de Compi&#x00E8;gne,Laboratoire de Biom&#x00E9;canique et de Bioing&#x00E9;nierie UMR CNRS 7338,Comni&#x00E8;gne,France","BMBI - Biom\u00e9canique et Bioing\u00e9nierie (Universit\u00e9 de Technologie de Compi\u00e8gne - Centre de Recherche de Royallieu - rue du Docteur Schweitzer- CS 60319 - 60203 COMPIEGNE Cedex\r\n - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alliance Sorbonne Universit&#x00E9;, Universit&#x00E9; de technologie de Compi&#x00E8;gne,Laboratoire de Biom&#x00E9;canique et de Bioing&#x00E9;nierie UMR CNRS 7338,Comni&#x00E8;gne,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210145747"]},{"raw_affiliation_string":"BMBI - Biom\u00e9canique et Bioing\u00e9nierie (Universit\u00e9 de Technologie de Compi\u00e8gne - Centre de Recherche de Royallieu - rue du Docteur Schweitzer- CS 60319 - 60203 COMPIEGNE Cedex\r\n - France)","institution_ids":["https://openalex.org/I102516824","https://openalex.org/I4210145747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014193271","display_name":"J\u00e9r\u00e9my Lafor\u00eat","orcid":"https://orcid.org/0000-0003-2554-5835","observed_orcids":["https://orcid.org/0000-0003-2554-5835"]},"institutions":[{"id":"https://openalex.org/I102516824","display_name":"Universit\u00e9 de Technologie de Compi\u00e8gne","ror":"https://ror.org/04y5kwa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I102516824"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210145747","display_name":"Biom\u00e9canique et Bioing\u00e9nierie","ror":"https://ror.org/03yaydt41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I4210095849","https://openalex.org/I4210145747"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jeremy Laforet","raw_affiliation_strings":["Alliance Sorbonne Universit&#x00E9;, Universit&#x00E9; de technologie de Compi&#x00E8;gne,Laboratoire de Biom&#x00E9;canique et de Bioing&#x00E9;nierie UMR CNRS 7338,Comni&#x00E8;gne,France","BMBI - Biom\u00e9canique et Bioing\u00e9nierie (Universit\u00e9 de Technologie de Compi\u00e8gne - Centre de Recherche de Royallieu - rue du Docteur Schweitzer- CS 60319 - 60203 COMPIEGNE Cedex\r\n - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alliance Sorbonne Universit&#x00E9;, Universit&#x00E9; de technologie de Compi&#x00E8;gne,Laboratoire de Biom&#x00E9;canique et de Bioing&#x00E9;nierie UMR CNRS 7338,Comni&#x00E8;gne,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210145747"]},{"raw_affiliation_string":"BMBI - Biom\u00e9canique et Bioing\u00e9nierie (Universit\u00e9 de Technologie de Compi\u00e8gne - Centre de Recherche de Royallieu - rue du Docteur Schweitzer- CS 60319 - 60203 COMPIEGNE Cedex\r\n - France)","institution_ids":["https://openalex.org/I102516824","https://openalex.org/I4210145747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023539531","display_name":"Emmanuel Chazard","orcid":"https://orcid.org/0000-0001-7841-5925","observed_orcids":["https://orcid.org/0000-0001-7841-5925"]},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I3018718406","display_name":"Centre Hospitalier Universitaire de Lille","ror":"https://ror.org/02ppyfa04","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3018718406"]},{"id":"https://openalex.org/I4387155751","display_name":"Evaluation des technologies de sant\u00e9 et des pratiques m\u00e9dicales","ror":"https://ror.org/01qygwc68","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4387155751"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emmanuel Chazard","raw_affiliation_strings":["Univ. Lille,CHU Lille ULR 2694- METRICS, CERIM,Public health dept,Lille,France,F-59000","CHRU Lille - Centre Hospitalier R\u00e9gional Universitaire [CHU Lille] (CHU/CHRU Lille - 2, avenue Oscar Lambret - 59037 Lille Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Lille,CHU Lille ULR 2694- METRICS, CERIM,Public health dept,Lille,France,F-59000","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4387155751"]},{"raw_affiliation_string":"CHRU Lille - Centre Hospitalier R\u00e9gional Universitaire [CHU Lille] (CHU/CHRU Lille - 2, avenue Oscar Lambret - 59037 Lille Cedex - France)","institution_ids":["https://openalex.org/I3018718406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001220317","display_name":"Jean\u2010Baptiste Beuscart","orcid":"https://orcid.org/0000-0002-0734-8371","observed_orcids":["https://orcid.org/0000-0002-0734-8371"]},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I3018718406","display_name":"Centre Hospitalier Universitaire de Lille","ror":"https://ror.org/02ppyfa04","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I3018718406"]},{"id":"https://openalex.org/I4387155751","display_name":"Evaluation des technologies de sant\u00e9 et des pratiques m\u00e9dicales","ror":"https://ror.org/01qygwc68","country_code":"FR","type":"facility","lineage":["https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4387155751"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Baptiste Beuscart","raw_affiliation_strings":["Univ. Lille,CHU Lille ULR 2694- METRICS, CERIM,Public health dept,Lille,France,F-59000","METRICS - Evaluation des technologies de sant\u00e9 et des pratiques m\u00e9dicales - ULR 2694 (1, place de Verdun 59045 - Lille cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Lille,CHU Lille ULR 2694- METRICS, CERIM,Public health dept,Lille,France,F-59000","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4387155751"]},{"raw_affiliation_string":"METRICS - Evaluation des technologies de sant\u00e9 et des pratiques m\u00e9dicales - ULR 2694 (1, place de Verdun 59045 - Lille cedex - France)","institution_ids":["https://openalex.org/I4387155751"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064390519","display_name":"Dan Istrate","orcid":"https://orcid.org/0000-0001-5906-4947","observed_orcids":["https://orcid.org/0000-0001-5906-4947"]},"institutions":[{"id":"https://openalex.org/I102516824","display_name":"Universit\u00e9 de Technologie de Compi\u00e8gne","ror":"https://ror.org/04y5kwa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I102516824"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210145747","display_name":"Biom\u00e9canique et Bioing\u00e9nierie","ror":"https://ror.org/03yaydt41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102516824","https://openalex.org/I1294671590","https://openalex.org/I4210095849","https://openalex.org/I4210145747"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dan Istrate","raw_affiliation_strings":["Alliance Sorbonne Universit&#x00E9;, Universit&#x00E9; de technologie de Compi&#x00E8;gne,Laboratoire de Biom&#x00E9;canique et de Bioing&#x00E9;nierie UMR CNRS 7338,Comni&#x00E8;gne,France","BMBI - Biom\u00e9canique et Bioing\u00e9nierie (Universit\u00e9 de Technologie de Compi\u00e8gne - Centre de Recherche de Royallieu - rue du Docteur Schweitzer- CS 60319 - 60203 COMPIEGNE Cedex\r\n - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alliance Sorbonne Universit&#x00E9;, Universit&#x00E9; de technologie de Compi&#x00E8;gne,Laboratoire de Biom&#x00E9;canique et de Bioing&#x00E9;nierie UMR CNRS 7338,Comni&#x00E8;gne,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210145747"]},{"raw_affiliation_string":"BMBI - Biom\u00e9canique et Bioing\u00e9nierie (Universit\u00e9 de Technologie de Compi\u00e8gne - Centre de Recherche de Royallieu - rue du Docteur Schweitzer- CS 60319 - 60203 COMPIEGNE Cedex\r\n - France)","institution_ids":["https://openalex.org/I102516824","https://openalex.org/I4210145747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.0993,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.97867565,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"137","last_page":"141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.8705999851226807,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.8705999851226807,"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/T12290","display_name":"Human Motion and Animation","score":0.02879999950528145,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.019600000232458115,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/surface-electromyography","display_name":"surface electromyography","score":0.9319999814033508},{"id":"https://openalex.org/keywords/synthetic-signal-generation","display_name":"synthetic signal generation","score":0.7519999742507935},{"id":"https://openalex.org/keywords/data-augmentation","display_name":"data augmentation","score":0.8690000176429749},{"id":"https://openalex.org/keywords/conditional-gan","display_name":"conditional generative adversarial networks","score":0.8700000047683716},{"id":"https://openalex.org/keywords/time-series-transformer","display_name":"time series transformer","score":0.8610000014305115},{"id":"https://openalex.org/keywords/physiological-signals","display_name":"physiological signals","score":0.609000027179718},{"id":"https://openalex.org/keywords/data-privacy","display_name":"data privacy","score":0.6549999713897705}],"concepts":[{"id":"https://openalex.org/C2780505938","wikidata":"https://www.wikidata.org/wiki/Q17093282","display_name":"Unavailability","level":2,"score":0.8344009518623352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8072439432144165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.52906733751297},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5239360928535461},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5218302607536316},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46260058879852295},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.45330652594566345},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4443429708480835},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.326693594455719},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11328065395355225},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icabme59496.2023.10293077","doi":"https://doi.org/10.1109/icabme59496.2023.10293077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icabme59496.2023.10293077","pdf_url":null,"source":{"id":"https://openalex.org/S7407089050","display_name":"International Conference on Advances in Biomedical Engineering (ICABME)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Seventh International Conference on Advances in Biomedical Engineering (ICABME)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04317973v1","doi":null,"is_oa":false,"landing_page_url":"https://utc.hal.science/hal-04317973","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 Seventh International Conference on Advances in Biomedical Engineering (ICABME), Oct 2023, Beirut, Lebanon. pp.137-141, &#x27E8;10.1109/ICABME59496.2023.10293077&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6240000128746033,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1984580023","https://openalex.org/W2125389028","https://openalex.org/W2148143831","https://openalex.org/W2605135824","https://openalex.org/W2739748921","https://openalex.org/W3096831136","https://openalex.org/W3107668265","https://openalex.org/W3127457833","https://openalex.org/W3148271110","https://openalex.org/W4283716478","https://openalex.org/W4298289240","https://openalex.org/W4384517915"],"related_works":["https://openalex.org/W7125511757","https://openalex.org/W7127317891","https://openalex.org/W7117559399","https://openalex.org/W4412663954","https://openalex.org/W7222084634","https://openalex.org/W4286208077","https://openalex.org/W4401879375","https://openalex.org/W4283716478","https://openalex.org/W3107668265","https://openalex.org/W4414604436"],"abstract_inverted_index":{"Medical":[0],"data":[1,72,175],"like":[2],"physiological":[3,51],"signals":[4,46,52,169],"or":[5,66,83,101],"others,":[6],"are":[7,47,148],"usually":[8],"hard":[9,75],"to":[10,59,77,99,115,139,143,153,165,178],"collect,":[11],"label":[12],"and":[13,176,198],"share.":[14],"This":[15],"is":[16,111,128,138],"a":[17,48,129,141,160],"huge":[18],"problem":[19],"because":[20,88],"the":[21,28,41,70,78,84,90,93,119,122,173,181,186,195,200,203,206],"unavailability":[22],"of":[23,30,37,50,80,89,92,121,189,205],"medical":[24,42],"datasets":[25,110,146],"will":[26,193],"limit":[27],"development":[29],"machine":[31,155],"learning":[32,156],"models":[33,62],"that":[34,53,147,170],"can":[35,56,73,124,171],"be":[36,57,74,125],"big":[38,149],"benefit":[39],"in":[40,151,199],"field.":[43],"Electromyography":[44],"(EMG)":[45],"type":[49],"when":[54],"available,":[55],"used":[58],"train":[60,154],"predictive":[61],"for":[63],"motion":[64],"recognition":[65],"muscle":[67],"assessment.":[68],"Collecting":[69],"EMG":[71],"due":[76,114],"rarity":[79],"some":[81],"diseases":[82],"measuring":[85],"being":[86,97],"unachievable":[87],"condition":[91],"patient":[94],"(e.g.":[95],"not":[96],"able":[98],"walk":[100],"properly":[102],"contract":[103],"their":[104],"muscle).":[105],"And":[106],"finally,":[107],"sharing":[108],"these":[109],"very":[112],"limited":[113],"privacy":[116],"concerns":[117],"where":[118],"identity":[120],"source":[123],"leaked":[126],"which":[127],"crucial":[130],"problem.":[131],"In":[132,185],"this":[133,190],"preliminary":[134],"study,":[135],"our":[136],"aim":[137],"present":[140],"solution":[142],"provide":[144],"sEMG":[145,168],"enough":[150],"size":[152],"models.":[157],"We":[158],"explore":[159],"transformer":[161],"based":[162],"GAN":[163],"model":[164],"create":[166],"synthetic":[167],"replace":[172],"real":[174],"try":[177],"solve":[179],"all":[180],"problems":[182],"discussed":[183],"above.":[184],"first":[187],"part":[188],"work,":[191],"we":[192],"discuss":[194],"generation":[196],"process,":[197],"second":[201],"part,":[202],"evaluation":[204],"created":[207],"\u2018fake\u2019":[208],"signals.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2023-11-01T00:00:00"}
