{"id":"https://openalex.org/W2897496178","doi":"https://doi.org/10.1145/3234695.3236340","title":"MANA","display_name":"MANA","publication_year":2018,"publication_date":"2018-10-08","ids":{"openalex":"https://openalex.org/W2897496178","doi":"https://doi.org/10.1145/3234695.3236340","mag":"2897496178"},"language":"en","primary_location":{"id":"doi:10.1145/3234695.3236340","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3234695.3236340","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th International ACM SIGACCESS Conference on Computers and Accessibility","raw_type":"proceedings-article"},"type":"conference-paper","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/A5031876081","display_name":"Boyd Anderson","orcid":"https://orcid.org/0000-0001-6762-0237"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Boyd Anderson","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003746644","display_name":"Shenggao Zhu","orcid":"https://orcid.org/0000-0002-3254-0058"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shenggao Zhu","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004095765","display_name":"Kehu Yang","orcid":"https://orcid.org/0000-0001-7864-3012"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Yang","raw_affiliation_strings":["Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100758062","display_name":"Jian Wang","orcid":"https://orcid.org/0000-0003-3633-6799"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Wang","raw_affiliation_strings":["Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086401198","display_name":"Hugh Anderson","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hugh Anderson","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066459142","display_name":"Chao Xu Tay","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chao Xu Tay","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058345431","display_name":"Vincent Y. F. Tan","orcid":"https://orcid.org/0000-0002-5008-4527"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Vincent Y. F. Tan","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100423435","display_name":"Ye Wang","orcid":"https://orcid.org/0000-0002-0123-1260"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ye Wang","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"321","last_page":"332"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9986000061035156,"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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T12740","display_name":"Gait Recognition and Analysis","score":0.984499990940094,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.7468637228012085},{"id":"https://openalex.org/keywords/stride","display_name":"STRIDE","score":0.7232149839401245},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.6786338090896606},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6737591624259949},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6449106931686401},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.538651704788208},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4905228018760681},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.49035191535949707},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4519176781177521},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.43763455748558044},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3585212826728821},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3303220272064209},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.27163079380989075},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10835069417953491},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08571925759315491}],"concepts":[{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.7468637228012085},{"id":"https://openalex.org/C18007350","wikidata":"https://www.wikidata.org/wiki/Q7394815","display_name":"STRIDE","level":2,"score":0.7232149839401245},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.6786338090896606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6737591624259949},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6449106931686401},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.538651704788208},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4905228018760681},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.49035191535949707},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4519176781177521},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.43763455748558044},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3585212826728821},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3303220272064209},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27163079380989075},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10835069417953491},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08571925759315491},{"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/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3234695.3236340","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3234695.3236340","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th International ACM SIGACCESS Conference on Computers and Accessibility","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W32337279","https://openalex.org/W104698453","https://openalex.org/W233447455","https://openalex.org/W1494850231","https://openalex.org/W1779940166","https://openalex.org/W1912626880","https://openalex.org/W1932263918","https://openalex.org/W1969781125","https://openalex.org/W1971075688","https://openalex.org/W1983084113","https://openalex.org/W1993793087","https://openalex.org/W2011702367","https://openalex.org/W2041838348","https://openalex.org/W2045574640","https://openalex.org/W2045686382","https://openalex.org/W2054451473","https://openalex.org/W2065641328","https://openalex.org/W2071136169","https://openalex.org/W2071423080","https://openalex.org/W2083830171","https://openalex.org/W2111171093","https://openalex.org/W2118192112","https://openalex.org/W2119350939","https://openalex.org/W2122690764","https://openalex.org/W2125691646","https://openalex.org/W2128591017","https://openalex.org/W2138535275","https://openalex.org/W2139214210","https://openalex.org/W2141071145","https://openalex.org/W2145954079","https://openalex.org/W2146794884","https://openalex.org/W2148832324","https://openalex.org/W2155952367","https://openalex.org/W2162730167","https://openalex.org/W2163320235","https://openalex.org/W2171186223","https://openalex.org/W2236623899","https://openalex.org/W2532570775","https://openalex.org/W2537780857","https://openalex.org/W2762398287","https://openalex.org/W2997591727","https://openalex.org/W4232017841"],"related_works":["https://openalex.org/W4394683802","https://openalex.org/W4401591235","https://openalex.org/W2794169986","https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W4226182457","https://openalex.org/W2907667791"],"abstract_inverted_index":{"In":[0],"this":[1,71],"paper,":[2],"we":[3],"demonstrate":[4],"a":[5,19,43,67,97],"new":[6],"IMU-based":[7],"wearable":[8],"system":[9,62,85],"(dubbed":[10],"MANA":[11],"or":[12],"Mobility":[13],"ANAlytics)":[14],"for":[15,104,110],"measuring":[16],"gait":[17,82,91],"in":[18,66],"clinical":[20,68],"setting.":[21],"The":[22,61,84],"design":[23],"process":[24],"and":[25,37,45,76,107],"choices":[26],"that":[27,32,117],"were":[28],"made":[29],"to":[30,79,88],"ensure":[31],"the":[33],"technology":[34],"was":[35],"invisible":[36],"accessible":[38],"are":[39],"described.":[40],"We":[41,73],"collect":[42],"rich":[44],"diverse":[46],"dataset":[47],"of":[48,101],"walking":[49],"data":[50,119],"from":[51,120],"sixty":[52],"participants,":[53],"including":[54],"forty":[55],"people":[56,121],"with":[57,70,93,96,122],"Parkinson's":[58],"Disease":[59],"(PD).":[60],"is":[63,86],"then":[64],"validated":[65],"setting":[69],"dataset.":[72],"present":[74],"novel":[75],"innovative":[77],"algorithms":[78],"measure":[80],"common":[81],"parameters.":[83],"able":[87],"estimate":[89],"these":[90],"parameters":[92],"high":[94],"accuracy,":[95],"mean":[98],"absolute":[99],"error":[100],"4.0":[102],"cm":[103,109],"stride":[105],"length":[106],"2.6":[108],"step":[111],"length,":[112],"outperforming":[113],"all":[114],"state-of-the-art":[115],"methods":[116],"included":[118],"PD.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2018-10-26T00:00:00"}