{"id":"https://openalex.org/W4407691543","doi":"https://doi.org/10.1109/dsit61374.2024.10881418","title":"Feasibility Study of Real-Time Estimation of Knee Adduction Moment Using Wearable Insole Sensors and Artificial Neural Networks: A Case Report","display_name":"Feasibility Study of Real-Time Estimation of Knee Adduction Moment Using Wearable Insole Sensors and Artificial Neural Networks: A Case Report","publication_year":2024,"publication_date":"2024-12-20","ids":{"openalex":"https://openalex.org/W4407691543","doi":"https://doi.org/10.1109/dsit61374.2024.10881418"},"language":"en","primary_location":{"id":"doi:10.1109/dsit61374.2024.10881418","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsit61374.2024.10881418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Data Science and Information Technology (DSIT)","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":null,"display_name":"Benjamin Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Zhang","raw_affiliation_strings":["Northwestern University,Feinberg School of Medicine,Dept. of Physical Therapy and Human Movement Sciences,Chicago,IL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University,Feinberg School of Medicine,Dept. of Physical Therapy and Human Movement Sciences,Chicago,IL,USA","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066743802","display_name":"Alison H. Chang","orcid":"https://orcid.org/0000-0001-7309-9687"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alison H. Chang","raw_affiliation_strings":["Northwestern University,Feinberg School of Medicine,Dept. of Physical Therapy and Human Movement Sciences,Chicago,IL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University,Feinberg School of Medicine,Dept. of Physical Therapy and Human Movement Sciences,Chicago,IL,USA","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22911969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9445000290870667,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9445000290870667,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9150000214576721,"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/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.9111999869346619,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/wearable-computer","display_name":"Wearable computer","score":0.7139486074447632},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6719847321510315},{"id":"https://openalex.org/keywords/moment","display_name":"Moment (physics)","score":0.6190633773803711},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6144059896469116},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4109654426574707},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.10580006241798401},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0807257890701294}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7139486074447632},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6719847321510315},{"id":"https://openalex.org/C179254644","wikidata":"https://www.wikidata.org/wiki/Q13222844","display_name":"Moment (physics)","level":2,"score":0.6190633773803711},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6144059896469116},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4109654426574707},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.10580006241798401},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0807257890701294},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dsit61374.2024.10881418","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsit61374.2024.10881418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Data Science and Information Technology (DSIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1987583495","https://openalex.org/W2030337496","https://openalex.org/W2046076789","https://openalex.org/W2046798501","https://openalex.org/W2747777164","https://openalex.org/W2929414580","https://openalex.org/W3010653602","https://openalex.org/W3193714209","https://openalex.org/W4386042200"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Knee":[0],"Osteoarthritis":[1],"(OA)":[2],"is":[3,30],"a":[4,100],"chronic":[5],"condition":[6],"affecting":[7],"645":[8],"million":[9],"adults":[10],"aged":[11],"40":[12],"and":[13,37,49,64,86,112,121],"older":[14],"worldwide.":[15],"The":[16],"external":[17],"knee":[18,26,33,52,115],"adduction":[19],"moment":[20],"(KAM),":[21],"an":[22],"indicator":[23],"of":[24,42,99,106],"medial":[25,114],"load":[27],"during":[28],"walking,":[29],"associated":[31],"with":[32],"pain,":[34],"disease":[35],"severity,":[36],"structural":[38],"progression.":[39],"Real-time":[40],"monitoring":[41,105],"KAM":[43,59,71,107],"presents":[44],"opportunities":[45],"to":[46,89,95,108],"retrain":[47],"gait":[48,67,110],"potentially":[50],"alleviate":[51],"symptoms.":[53],"However,":[54],"conventional":[55],"methods":[56],"for":[57,103],"calculating":[58],"require":[60],"costly":[61],"lab":[62],"setups":[63],"equipment,":[65],"making":[66],"retraining":[68,111],"by":[69],"real-time":[70,104],"feedback":[72],"impractical.":[73],"Emerging":[74],"approaches":[75],"focus":[76],"on":[77],"using":[78,117],"sensors,":[79,88],"such":[80],"as":[81],"inertial":[82],"measurement":[83],"units":[84],"(IMUs)":[85],"pressure":[87],"estimate":[90],"KAM.":[91],"This":[92],"study":[93],"aims":[94],"evaluate":[96],"the":[97],"feasibility":[98],"low-cost":[101],"method":[102],"facilitate":[109],"reduce":[113],"load,":[116],"wearable":[118],"pressure-sensing":[119],"insoles":[120],"artificial":[122],"neural":[123],"networks.":[124]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}