{"id":"https://openalex.org/W4409767953","doi":"https://doi.org/10.1145/3706598.3713676","title":"Adaptive Electrical Muscle Stimulation Improves Muscle Memory","display_name":"Adaptive Electrical Muscle Stimulation Improves Muscle Memory","publication_year":2025,"publication_date":"2025-04-24","ids":{"openalex":"https://openalex.org/W4409767953","doi":"https://doi.org/10.1145/3706598.3713676"},"language":"en","primary_location":{"id":"doi:10.1145/3706598.3713676","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706598.3713676","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3706598.3713676","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Siya Choudhary","orcid":"https://orcid.org/0009-0001-6633-1772"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Siya Choudhary","raw_affiliation_strings":["University of Chicago, Chicago, USA"],"raw_orcid":"https://orcid.org/0009-0001-6633-1772","affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001522759","display_name":"Romain Nith","orcid":"https://orcid.org/0000-0002-4302-7858"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Romain Nith","raw_affiliation_strings":["University of Chicago, Chicago, USA"],"raw_orcid":"https://orcid.org/0000-0002-4302-7858","affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047824025","display_name":"Yun Ho","orcid":"https://orcid.org/0009-0000-1179-8343"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yun Ho","raw_affiliation_strings":["University of Chicago, Chicago, USA"],"raw_orcid":"https://orcid.org/0009-0000-1179-8343","affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078261587","display_name":"Jas Brooks","orcid":"https://orcid.org/0000-0002-6142-0346"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jas Brooks","raw_affiliation_strings":["University of Chicago, Chicago, USA"],"raw_orcid":"https://orcid.org/0000-0002-6142-0346","affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117294270","display_name":"Mithil Guruvugari","orcid":null},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mithil Guruvugari","raw_affiliation_strings":["University of Chicago, Chicago, USA"],"raw_orcid":"https://orcid.org/0009-0006-6757-3104","affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052549454","display_name":"Pedro Lopes","orcid":"https://orcid.org/0000-0001-6527-7084"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pedro Lopes","raw_affiliation_strings":["University of Chicago, Chicago, USA"],"raw_orcid":"https://orcid.org/0000-0001-6527-7084","affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, USA","institution_ids":["https://openalex.org/I40347166"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I40347166"],"apc_list":null,"apc_paid":null,"fwci":3.0746,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.91133075,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9994999766349792,"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":0.9994999766349792,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9962000250816345,"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/T10982","display_name":"Motor Control and Adaptation","score":0.9937000274658203,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electrical-muscle-stimulation","display_name":"Electrical muscle stimulation","score":0.6911641955375671},{"id":"https://openalex.org/keywords/stimulation","display_name":"Stimulation","score":0.6355255842208862},{"id":"https://openalex.org/keywords/functional-electrical-stimulation","display_name":"Functional electrical stimulation","score":0.5541747808456421},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5035547614097595},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.40654510259628296},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10286316275596619}],"concepts":[{"id":"https://openalex.org/C2776889139","wikidata":"https://www.wikidata.org/wiki/Q653580","display_name":"Electrical muscle stimulation","level":3,"score":0.6911641955375671},{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","level":2,"score":0.6355255842208862},{"id":"https://openalex.org/C2777766275","wikidata":"https://www.wikidata.org/wiki/Q1327643","display_name":"Functional electrical stimulation","level":3,"score":0.5541747808456421},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5035547614097595},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.40654510259628296},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10286316275596619}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3706598.3713676","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706598.3713676","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:doi:10.6082/4tb0n-xxg56","is_oa":true,"landing_page_url":"https://knowledge.uchicago.edu/communities/physical-sciences-division/","pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},{"id":"doi:10.6082/4tb0n-xxg56","is_oa":true,"landing_page_url":"https://doi.org/10.6082/4tb0n-xxg56","pdf_url":null,"source":{"id":"https://openalex.org/S7407053018","display_name":"University of Chicago","issn_l":null,"issn":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"JournalArticle"},{"id":"doi:10.6082/c6d32-r1316","is_oa":true,"landing_page_url":"https://doi.org/10.6082/c6d32-r1316","pdf_url":null,"source":{"id":"https://openalex.org/S7407053018","display_name":"University of Chicago","issn_l":null,"issn":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"JournalArticle"}],"best_oa_location":{"id":"doi:10.1145/3706598.3713676","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706598.3713676","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.5400000214576721,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G3086293245","display_name":"CAREER: Human-Computer Integration: Designing the Next Interface Paradigm","funder_award_id":"2047189","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W109141848","https://openalex.org/W1964178250","https://openalex.org/W1964620727","https://openalex.org/W1980933730","https://openalex.org/W1986700390","https://openalex.org/W1987330504","https://openalex.org/W2007554699","https://openalex.org/W2017274504","https://openalex.org/W2019526129","https://openalex.org/W2023269348","https://openalex.org/W2035493476","https://openalex.org/W2036335744","https://openalex.org/W2037506233","https://openalex.org/W2039271743","https://openalex.org/W2055218924","https://openalex.org/W2113023929","https://openalex.org/W2118329722","https://openalex.org/W2127741851","https://openalex.org/W2132602293","https://openalex.org/W2134907585","https://openalex.org/W2143805697","https://openalex.org/W2149109746","https://openalex.org/W2165488200","https://openalex.org/W2171762816","https://openalex.org/W2171825763","https://openalex.org/W2286501983","https://openalex.org/W2322119328","https://openalex.org/W2346451802","https://openalex.org/W2397519240","https://openalex.org/W2482774998","https://openalex.org/W2534783843","https://openalex.org/W2535735454","https://openalex.org/W2594654911","https://openalex.org/W2597547568","https://openalex.org/W2611884502","https://openalex.org/W2739894744","https://openalex.org/W2741677181","https://openalex.org/W2750334743","https://openalex.org/W2767662455","https://openalex.org/W2768343520","https://openalex.org/W2783963948","https://openalex.org/W2790913522","https://openalex.org/W2793179744","https://openalex.org/W2795065134","https://openalex.org/W2795986681","https://openalex.org/W2885269992","https://openalex.org/W2885946100","https://openalex.org/W2891930862","https://openalex.org/W2921767166","https://openalex.org/W2940852756","https://openalex.org/W2943387760","https://openalex.org/W2961339216","https://openalex.org/W2980534356","https://openalex.org/W3015292618","https://openalex.org/W3020129986","https://openalex.org/W3045171465","https://openalex.org/W3133100329","https://openalex.org/W3165099615","https://openalex.org/W3170983582","https://openalex.org/W3175361714","https://openalex.org/W3190695173","https://openalex.org/W3191559665","https://openalex.org/W3200192286","https://openalex.org/W4223934205","https://openalex.org/W4307472453","https://openalex.org/W4307475967","https://openalex.org/W4315566275","https://openalex.org/W4366587894","https://openalex.org/W4366729338","https://openalex.org/W4376602823","https://openalex.org/W4391235382","https://openalex.org/W4400142429","https://openalex.org/W4402195723","https://openalex.org/W4403899475","https://openalex.org/W4409735071","https://openalex.org/W6885980184","https://openalex.org/W6918181313","https://openalex.org/W7001803577"],"related_works":["https://openalex.org/W2417792447","https://openalex.org/W1985187680","https://openalex.org/W2159813980","https://openalex.org/W2128395442","https://openalex.org/W2183306322","https://openalex.org/W28003578","https://openalex.org/W2159459433","https://openalex.org/W1966623971","https://openalex.org/W4380048055","https://openalex.org/W2899274347"],"abstract_inverted_index":{"Electrical":[0],"muscle":[1],"stimulation":[2],"(EMS)":[3],"has":[4],"been":[5],"leveraged":[6],"to":[7,51],"assist":[8],"in":[9],"learning":[10,31,121],"motor":[11],"skills":[12],"by":[13,81,92,108,127],"actuating":[14,97],"the":[15,24,29,48,53,70,83,98],"user's":[16,30],"muscles.":[17],"However,":[18],"existing":[19],"systems":[20,140],"provide":[21],"static":[22,145],"demonstration\u2014actuating":[23],"correct":[25,91,99],"movements,":[26],"regardless":[27],"of":[28,38,55,137],"progress.":[32],"Instead,":[33],"we":[34],"contrast":[35],"two":[36],"versions":[37],"a":[39,42,59],"piano-tutoring":[40],"system:":[41],"conventional":[43],"EMS":[44],"setup":[45],"that":[46,63,118,141],"moves":[47],"participant's":[49,71],"fingers":[50,95,111],"play":[52],"sequence":[54,85],"movements":[56],"correctly,":[57],"and":[58,96,105,124],"novel":[60],"adaptive-EMS":[61,74,119],"system":[62],"changes":[64],"its":[65,77],"guidance":[66],"strategy":[67],"based":[68],"on":[69],"performance.":[72],"The":[73],"dynamically":[75],"adjusts":[76],"guidance:":[78],"(1)":[79],"demonstrate":[80],"playing":[82],"entire":[84],"when":[86,101,112],"errors":[87,102,113],"are":[88,103,114],"frequent;":[89],"(2)":[90],"lifting":[93,109],"incorrect":[94,110],"one":[100],"moderate;":[104],"(3)":[106],"warn":[107],"low.":[115],"We":[116,129],"found":[117],"improved":[120],"outcomes":[122],"(recall)":[123],"was":[125],"preferred":[126],"participants.":[128],"believe":[130],"this":[131],"approach":[132],"could":[133],"inspire":[134],"new":[135],"types":[136],"physical":[138],"tutoring":[139],"promote":[142],"adaptive":[143],"over":[144],"guidance.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}