{"id":"https://openalex.org/W3117888906","doi":"https://doi.org/10.1109/hpec43674.2020.9286217","title":"Human balance models optimized using a large-scale, parallel architecture with applications to mild traumatic brain injury","display_name":"Human balance models optimized using a large-scale, parallel architecture with applications to mild traumatic brain injury","publication_year":2020,"publication_date":"2020-09-22","ids":{"openalex":"https://openalex.org/W3117888906","doi":"https://doi.org/10.1109/hpec43674.2020.9286217","mag":"3117888906"},"language":"en","primary_location":{"id":"doi:10.1109/hpec43674.2020.9286217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec43674.2020.9286217","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE High Performance Extreme Computing Conference (HPEC)","raw_type":"proceedings-article"},"type":"article","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/A5044014409","display_name":"Gregory Ciccarelli","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122954","display_name":"MIT Lincoln Laboratory","ror":"https://ror.org/022z6jk58","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210122954","https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gregory A. Ciccarelli","raw_affiliation_strings":["Human Health & Performance Systems, MIT Lincoln Laboratory, Lexington, USA"],"affiliations":[{"raw_affiliation_string":"Human Health & Performance Systems, MIT Lincoln Laboratory, Lexington, USA","institution_ids":["https://openalex.org/I4210122954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025258606","display_name":"Michael A. Nolan","orcid":"https://orcid.org/0000-0002-2581-0814"},"institutions":[{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Nolan","raw_affiliation_strings":["ECE, U. Washington, Seattle, USA"],"affiliations":[{"raw_affiliation_string":"ECE, U. Washington, Seattle, USA","institution_ids":["https://openalex.org/I58610484"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000660575","display_name":"Hrishikesh M. Rao","orcid":"https://orcid.org/0000-0003-2754-2419"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hrishikesh M. Rao","raw_affiliation_strings":["Hum. Health & Perf. Sys., MIT LL, Lexington, USA"],"affiliations":[{"raw_affiliation_string":"Hum. Health & Perf. Sys., MIT LL, Lexington, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039601570","display_name":"Tanya Talkar","orcid":"https://orcid.org/0000-0002-1999-6843"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tanya Talkar","raw_affiliation_strings":["SHBT Program, Harvard Univ., Cambridge, USA"],"affiliations":[{"raw_affiliation_string":"SHBT Program, Harvard Univ., Cambridge, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103713405","display_name":"Anne O\u2019Brien","orcid":null},"institutions":[{"id":"https://openalex.org/I2799748957","display_name":"Spaulding Rehabilitation Hospital","ror":"https://ror.org/011dvr318","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799748957","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anne O'Brien","raw_affiliation_strings":["Motion Analysis Laboratory, Spaulding Rehab. Hospital, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Motion Analysis Laboratory, Spaulding Rehab. Hospital, Boston, USA","institution_ids":["https://openalex.org/I2799748957"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017217310","display_name":"Gloria Vergara-D\u00edaz","orcid":"https://orcid.org/0000-0003-1072-1322"},"institutions":[{"id":"https://openalex.org/I2799748957","display_name":"Spaulding Rehabilitation Hospital","ror":"https://ror.org/011dvr318","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799748957","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gloria Vergara-Diaz","raw_affiliation_strings":["Motion Analysis Laboratory, Spaulding Rehab. Hospital, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Motion Analysis Laboratory, Spaulding Rehab. Hospital, Boston, USA","institution_ids":["https://openalex.org/I2799748957"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015090281","display_name":"Ross Zafonte","orcid":"https://orcid.org/0000-0002-1050-796X"},"institutions":[{"id":"https://openalex.org/I2799748957","display_name":"Spaulding Rehabilitation Hospital","ror":"https://ror.org/011dvr318","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799748957","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ross Zafonte","raw_affiliation_strings":["Motion Analysis Laboratory, Spaulding Rehab. Hospital, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Motion Analysis Laboratory, Spaulding Rehab. Hospital, Boston, USA","institution_ids":["https://openalex.org/I2799748957"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009507416","display_name":"Thomas F. Quatieri","orcid":"https://orcid.org/0000-0003-1925-6340"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thomas F. Quatieri","raw_affiliation_strings":["Hum. Health & Perf. Sys., MIT LL, Lexington, USA"],"affiliations":[{"raw_affiliation_string":"Hum. Health & Perf. Sys., MIT LL, Lexington, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074661326","display_name":"Ryan J. McKindles","orcid":"https://orcid.org/0000-0001-5166-5035"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ryan J. McKindles","raw_affiliation_strings":["Hum. Health & Perf. Sys., MIT LL, Lexington, USA"],"affiliations":[{"raw_affiliation_string":"Hum. Health & Perf. Sys., MIT LL, Lexington, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066700427","display_name":"Paolo Bonato","orcid":"https://orcid.org/0000-0002-1818-1714"},"institutions":[{"id":"https://openalex.org/I2799748957","display_name":"Spaulding Rehabilitation Hospital","ror":"https://ror.org/011dvr318","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799748957","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paolo Bonato","raw_affiliation_strings":["Motion Analysis Laboratory, Spaulding Rehab. Hospital, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Motion Analysis Laboratory, Spaulding Rehab. Hospital, Boston, USA","institution_ids":["https://openalex.org/I2799748957"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046812723","display_name":"Adam C. Lammert","orcid":"https://orcid.org/0000-0001-8162-2693"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Lammert","raw_affiliation_strings":["Biomedical Eng., Worcester Polytechnic Inst., Worcester, USA"],"affiliations":[{"raw_affiliation_string":"Biomedical Eng., Worcester Polytechnic Inst., Worcester, USA","institution_ids":["https://openalex.org/I107077323"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5044014409"],"corresponding_institution_ids":["https://openalex.org/I4210122954"],"apc_list":null,"apc_paid":null,"fwci":0.2894,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62266511,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10416","display_name":"Traumatic Brain Injury Research","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10416","display_name":"Traumatic Brain Injury Research","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9897000193595886,"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/traumatic-brain-injury","display_name":"Traumatic brain injury","score":0.8083518743515015},{"id":"https://openalex.org/keywords/balance","display_name":"Balance (ability)","score":0.6980469226837158},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6061066389083862},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5368331670761108},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.533573567867279},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48437127470970154},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47428613901138306},{"id":"https://openalex.org/keywords/sensory-system","display_name":"Sensory system","score":0.46870559453964233},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4335190951824188},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.41967421770095825},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39258697628974915},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3289884328842163},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2671172022819519},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2429494559764862},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1534184217453003}],"concepts":[{"id":"https://openalex.org/C2781017439","wikidata":"https://www.wikidata.org/wiki/Q1995526","display_name":"Traumatic brain injury","level":2,"score":0.8083518743515015},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.6980469226837158},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6061066389083862},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5368331670761108},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.533573567867279},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48437127470970154},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47428613901138306},{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.46870559453964233},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4335190951824188},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.41967421770095825},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39258697628974915},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3289884328842163},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2671172022819519},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2429494559764862},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1534184217453003},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpec43674.2020.9286217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec43674.2020.9286217","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE High Performance Extreme Computing Conference (HPEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W135584800","https://openalex.org/W575905749","https://openalex.org/W1504362584","https://openalex.org/W1973893263","https://openalex.org/W1978383220","https://openalex.org/W1986401459","https://openalex.org/W1986466920","https://openalex.org/W1988407123","https://openalex.org/W2008137931","https://openalex.org/W2046280646","https://openalex.org/W2048449762","https://openalex.org/W2075328759","https://openalex.org/W2090020945","https://openalex.org/W2105934661","https://openalex.org/W2108326245","https://openalex.org/W2128118213","https://openalex.org/W2130281033","https://openalex.org/W2137931821","https://openalex.org/W2145860775","https://openalex.org/W2152007864","https://openalex.org/W2167633283","https://openalex.org/W2187089797","https://openalex.org/W2209547277","https://openalex.org/W2521838726","https://openalex.org/W2606481147","https://openalex.org/W2793955514","https://openalex.org/W2883672905","https://openalex.org/W2904260718","https://openalex.org/W3106525532","https://openalex.org/W3147260715","https://openalex.org/W4371683506","https://openalex.org/W6682346979","https://openalex.org/W6688292143"],"related_works":["https://openalex.org/W2326314491","https://openalex.org/W4232204633","https://openalex.org/W3206692032","https://openalex.org/W2724674370","https://openalex.org/W4238132289","https://openalex.org/W4254672817","https://openalex.org/W2968579478","https://openalex.org/W4245348274","https://openalex.org/W4200627908","https://openalex.org/W4380149321"],"abstract_inverted_index":{"Static":[0],"and":[1,15,38,51,81,102,139],"dynamic":[2,52],"balance":[3,53,144],"are":[4,34,90],"frequently":[5],"disrupted":[6],"through":[7],"brain":[8,19,106],"injuries.":[9],"The":[10,44],"impairment":[11],"can":[12,22],"be":[13,23],"complex":[14],"for":[16,36],"mild":[17,104],"traumatic":[18,105],"injury":[20,107],"(mTBI)":[21],"undetectable":[24],"by":[25,112,120],"standard":[26],"clinical":[27],"tests.":[28],"Therefore,":[29],"neurologically":[30],"relevant":[31],"modeling":[32],"approaches":[33],"needed":[35],"detection":[37],"inference":[39],"of":[40,42,49,59,69,78,150],"mechanisms":[41,86],"injury.":[43],"current":[45],"work":[46],"presents":[47],"models":[48],"static":[50,143],"that":[54,135],"have":[55],"a":[56,121,142],"high":[57,123],"degree":[58],"correspondence.":[60],"Emphasizing":[61],"structural":[62],"similarity":[63],"between":[64],"the":[65],"domains":[66],"facilitates":[67],"development":[68],"both.":[70],"Furthermore,":[71],"particular":[72],"attention":[73],"is":[74],"paid":[75],"to":[76,84,92],"components":[77],"sensory":[79,82],"feedback":[80],"integration":[83],"ground":[85],"in":[87,141],"neurobiology.":[88],"Models":[89],"adapted":[91],"fit":[93],"experimentally":[94],"collected":[95],"data":[96],"from":[97],"10":[98],"healthy":[99],"control":[100],"volunteers":[101],"11":[103],"volunteers.":[108],"Through":[109],"an":[110,129,147],"analysis":[111],"synthesis":[113],"approach":[114],"whose":[115],"implementation":[116],"was":[117],"made":[118],"possible":[119],"state-of-the-art":[122],"performance":[124],"computing":[125],"system,":[126],"we":[127],"derived":[128],"interpretable,":[130],"model":[131],"based":[132],"feature":[133],"set":[134],"could":[136],"classify":[137],"mTBI":[138],"controls":[140],"task":[145],"with":[146],"ROC":[148],"AUC":[149],"0.72.":[151]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
