{"id":"https://openalex.org/W4416582999","doi":"https://doi.org/10.1109/jbhi.2025.3636009","title":"Distribution Analysis for Diagnostics and Therapeutics of Motor Actions","display_name":"Distribution Analysis for Diagnostics and Therapeutics of Motor Actions","publication_year":2025,"publication_date":"2025-11-24","ids":{"openalex":"https://openalex.org/W4416582999","doi":"https://doi.org/10.1109/jbhi.2025.3636009","pmid":"https://pubmed.ncbi.nlm.nih.gov/41284452"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2025.3636009","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3636009","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/jbhi.2025.3636009","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075171052","display_name":"Adith V. Srivatsa","orcid":"https://orcid.org/0000-0003-0597-9687"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adith V. Srivatsa","raw_affiliation_strings":["Department of Biomedical Engineering, University of Illinois, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0003-0597-9687","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Illinois, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041357462","display_name":"Naveed Reza Aghamohammadi","orcid":"https://orcid.org/0000-0002-4593-980X"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naveed Reza Aghamohammadi","raw_affiliation_strings":["Department of Biomedical Engineering, University of Illinois, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-4593-980X","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Illinois, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026326078","display_name":"Partha Ryali","orcid":null},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Partha Ryali","raw_affiliation_strings":["Department of Biomedical Engineering, University of Illinois, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Illinois, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041321545","display_name":"Andrea Scarpellini","orcid":"https://orcid.org/0000-0002-1750-4294"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrea Scarpellini","raw_affiliation_strings":["Department of Biomedical Engineering, University of Illinois, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-1750-4294","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Illinois, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011402899","display_name":"Jeff J. H. Kim","orcid":"https://orcid.org/0000-0003-4445-0890"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I16820183","display_name":"Illinois College","ror":"https://ror.org/02ys5x139","country_code":"US","type":"education","lineage":["https://openalex.org/I16820183"]},{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeff J. H. Kim","raw_affiliation_strings":["College of Medicine, University of Illinois, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0003-4445-0890","affiliations":[{"raw_affiliation_string":"College of Medicine, University of Illinois, Chicago, IL, USA","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I39422238","https://openalex.org/I16820183"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Anu Aggarwal","orcid":"https://orcid.org/0000-0002-8984-2081"},"institutions":[{"id":"https://openalex.org/I149919469","display_name":"California Polytechnic State University","ror":"https://ror.org/001gpfp45","country_code":"US","type":"education","lineage":["https://openalex.org/I149919469"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anu Aggarwal","raw_affiliation_strings":["California Polytechnic State University, San Luis Obispo, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-8984-2081","affiliations":[{"raw_affiliation_string":"California Polytechnic State University, San Luis Obispo, CA, USA","institution_ids":["https://openalex.org/I149919469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084788671","display_name":"Zachary A. Wright","orcid":"https://orcid.org/0000-0002-2979-7506"},"institutions":[{"id":"https://openalex.org/I4210123577","display_name":"Coapt (United States)","ror":"https://ror.org/03v50hq42","country_code":"US","type":"company","lineage":["https://openalex.org/I4210123577"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zachary Wright","raw_affiliation_strings":["Coapt, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0002-2979-7506","affiliations":[{"raw_affiliation_string":"Coapt, Chicago, IL, USA","institution_ids":["https://openalex.org/I4210123577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101471514","display_name":"Felix C. Huang","orcid":"https://orcid.org/0000-0001-5048-7708"},"institutions":[{"id":"https://openalex.org/I121934306","display_name":"Tufts University","ror":"https://ror.org/05wvpxv85","country_code":"US","type":"education","lineage":["https://openalex.org/I121934306"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Felix C. Huang","raw_affiliation_strings":["Tufts University, Medford, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tufts University, Medford, MA, USA","institution_ids":["https://openalex.org/I121934306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012347119","display_name":"David J. Reinkensmeyer","orcid":"https://orcid.org/0000-0002-3196-8706"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]},{"id":"https://openalex.org/I4210140791","display_name":"Irvine University","ror":"https://ror.org/04ysmca02","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David J. Reinkensmeyer","raw_affiliation_strings":["Irvine Samueli School of Engineering, University of California, Irvine, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3196-8706","affiliations":[{"raw_affiliation_string":"Irvine Samueli School of Engineering, University of California, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578","https://openalex.org/I4210140791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075610999","display_name":"Hananeh Esmailbeigi","orcid":"https://orcid.org/0009-0003-2414-1676"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hananeh Esmailbeigi","raw_affiliation_strings":["Department of Biomedical Engineering, University of Illinois, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0009-0003-2414-1676","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Illinois, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004770815","display_name":"James L. Patton","orcid":"https://orcid.org/0000-0001-7541-3561"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James L. Patton","raw_affiliation_strings":["Department of Biomedical Engineering, University of Illinois, Chicago, IL, USA"],"raw_orcid":"https://orcid.org/0000-0001-7541-3561","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Illinois, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7952,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87045645,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"30","issue":"6","first_page":"5437","last_page":"5452"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10982","display_name":"Motor Control and Adaptation","score":0.4074000120162964,"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/T10982","display_name":"Motor Control and Adaptation","score":0.4074000120162964,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.11020000278949738,"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":0.0625,"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/neurorehabilitation","display_name":"Neurorehabilitation","score":0.8705999851226807},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.47530001401901245},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4708000123500824},{"id":"https://openalex.org/keywords/neurophysiology","display_name":"Neurophysiology","score":0.43810001015663147},{"id":"https://openalex.org/keywords/motor-control","display_name":"Motor control","score":0.3271999955177307},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.3264000117778778},{"id":"https://openalex.org/keywords/motor-activity","display_name":"Motor activity","score":0.29409998655319214}],"concepts":[{"id":"https://openalex.org/C47177892","wikidata":"https://www.wikidata.org/wiki/Q3510101","display_name":"Neurorehabilitation","level":3,"score":0.8705999851226807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7233999967575073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5163000226020813},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48240000009536743},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.47530001401901245},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4708000123500824},{"id":"https://openalex.org/C152478114","wikidata":"https://www.wikidata.org/wiki/Q660910","display_name":"Neurophysiology","level":2,"score":0.43810001015663147},{"id":"https://openalex.org/C137813230","wikidata":"https://www.wikidata.org/wiki/Q2996165","display_name":"Motor control","level":2,"score":0.3271999955177307},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.3264000117778778},{"id":"https://openalex.org/C2985495968","wikidata":"https://www.wikidata.org/wiki/Q422453","display_name":"Motor activity","level":2,"score":0.29409998655319214},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.2928999960422516},{"id":"https://openalex.org/C2778261627","wikidata":"https://www.wikidata.org/wiki/Q2608695","display_name":"Movement disorders","level":3,"score":0.27549999952316284},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.27480000257492065},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.27129998803138733},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.267300009727478},{"id":"https://openalex.org/C107690735","wikidata":"https://www.wikidata.org/wiki/Q852461","display_name":"Motor learning","level":2,"score":0.262800008058548},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.2590999901294708},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25529998540878296}],"mesh":[{"descriptor_ui":"D000066530","descriptor_name":"Neurological Rehabilitation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"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}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2025.3636009","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3636009","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:41284452","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41284452","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 journal of biomedical and health informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/jbhi.2025.3636009","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3636009","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G358332430","display_name":null,"funder_award_id":"90REGE0005-01","funder_id":"https://openalex.org/F4320337604","funder_display_name":"National Institute on Disability, Independent Living, and Rehabilitation Research"}],"funders":[{"id":"https://openalex.org/F4320337604","display_name":"National Institute on Disability, Independent Living, and Rehabilitation Research","ror":"https://ror.org/033jnv181"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Treatment":[0],"planning":[1],"and":[2,14,29,50,82,104,132,140,164,174,184],"monitoring":[3],"for":[4,70,182],"motor":[5,138],"neurorehabilitation":[6,183],"still":[7],"relies":[8],"mostly":[9],"on":[10],"coarse":[11],"clinical":[12],"scales":[13],"clinician":[15],"observation.":[16],"Distribution":[17],"analysis":[18,63,181],"of":[19,33,42,61,155,179],"action":[20,47],"patterns":[21,152],"recorded":[22],"by":[23],"sensors":[24],"can":[25,101,113],"provide":[26],"a":[27,65,72],"quantitative":[28,80],"easily":[30],"visualizable":[31],"representation":[32],"complex":[34],"individualized":[35],"dynamics.":[36],"Here,":[37],"we":[38,95,120,170],"review":[39,93,110],"the":[40,59,172,177],"use":[41],"distributions":[43,100],"to":[44,57,75,88,136],"analyze":[45],"human":[46],"in":[48,79,123,153,161],"health":[49],"following":[51],"neurologic":[52],"injury.":[53],"The":[54],"aim":[55],"is":[56],"demonstrate":[58],"potential":[60],"distribution":[62,180],"as":[64],"simple":[66],"yet":[67],"effective":[68],"framework":[69],"scanning":[71],"patient":[73],"prior":[74],"therapy,":[76],"assisting":[77],"clinicians":[78],"evaluations,":[81],"thereby":[83],"uncovering":[84],"underlying":[85],"pathophysiological":[86],"mechanisms":[87],"optimize":[89],"therapy.":[90,142],"In":[91],"this":[92],"paper,":[94],"first":[96],"describe":[97],"how":[98],"idealized":[99],"model":[102],"movement":[103,166],"capture":[105],"spatiotemporal":[106],"patterns.":[107],"We":[108],"then":[109],"metrics":[111],"that":[112,127],"holistically":[114],"quantify":[115],"changes":[116],"between":[117],"distributions.":[118],"Next,":[119],"highlight":[121],"applications":[122],"different":[124],"data":[125],"domains":[126],"have":[128,146],"used":[129],"these":[130,144],"approaches":[131],"precise":[133],"comparison":[134],"techniques":[135],"identify":[137],"deficits":[139],"personalize":[141],"Together,":[143],"methods":[145],"uncovered":[147],"upper":[148],"extremity":[149],"flexion":[150],"synergy":[151],"half":[154],"stroke":[156],"survivors,":[157],"improved":[158],"classification":[159],"accuracy":[160],"data-driven":[162],"models,":[163],"reduced":[165],"errors":[167],"threefold.":[168],"Finally,":[169],"discuss":[171],"challenges":[173],"opportunities":[175],"facing":[176],"application":[178],"precision":[185],"medicine.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-06T06:22:57.294733","created_date":"2025-11-25T00:00:00"}
