{"id":"https://openalex.org/W3184993199","doi":"https://doi.org/10.1109/memea52024.2021.9478688","title":"Classification-Based Screening of Phlebopathic Patients using Smart Socks","display_name":"Classification-Based Screening of Phlebopathic Patients using Smart Socks","publication_year":2021,"publication_date":"2021-06-23","ids":{"openalex":"https://openalex.org/W3184993199","doi":"https://doi.org/10.1109/memea52024.2021.9478688","mag":"3184993199"},"language":"en","primary_location":{"id":"doi:10.1109/memea52024.2021.9478688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea52024.2021.9478688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","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/A5040131419","display_name":"Emanuele D\u2019Angelantonio","orcid":null},"institutions":[{"id":"https://openalex.org/I119003972","display_name":"Roma Tre University","ror":"https://ror.org/05vf0dg29","country_code":"IT","type":"education","lineage":["https://openalex.org/I119003972"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Emanuele D'Angelantonio","raw_affiliation_strings":["Technoscience, Roma Tre University, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Technoscience, Roma Tre University, Rome, Italy","institution_ids":["https://openalex.org/I119003972"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022202446","display_name":"Leandro Lucangeli","orcid":null},"institutions":[{"id":"https://openalex.org/I210167222","display_name":"Foro Italico University of Rome","ror":"https://ror.org/03j4zvd18","country_code":"IT","type":"education","lineage":["https://openalex.org/I210167222"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Leandro Lucangeli","raw_affiliation_strings":["Technoscience, University of Rome \"Foro Italico\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Technoscience, University of Rome \"Foro Italico\", Rome, Italy","institution_ids":["https://openalex.org/I210167222"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040501370","display_name":"Valentina Camomilla","orcid":"https://orcid.org/0000-0002-7452-120X"},"institutions":[{"id":"https://openalex.org/I210167222","display_name":"Foro Italico University of Rome","ror":"https://ror.org/03j4zvd18","country_code":"IT","type":"education","lineage":["https://openalex.org/I210167222"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Valentina Camomilla","raw_affiliation_strings":["IuC-BoHNeS, University of Rome \"Foro Italico\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"IuC-BoHNeS, University of Rome \"Foro Italico\", Rome, Italy","institution_ids":["https://openalex.org/I210167222"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052419841","display_name":"Federico Mari","orcid":"https://orcid.org/0000-0003-4289-9301"},"institutions":[{"id":"https://openalex.org/I210167222","display_name":"Foro Italico University of Rome","ror":"https://ror.org/03j4zvd18","country_code":"IT","type":"education","lineage":["https://openalex.org/I210167222"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federico Mari","raw_affiliation_strings":["University of Rome \"Foro Italico\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"University of Rome \"Foro Italico\", Rome, Italy","institution_ids":["https://openalex.org/I210167222"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034911390","display_name":"Guido Mascia","orcid":"https://orcid.org/0000-0002-4192-9970"},"institutions":[{"id":"https://openalex.org/I210167222","display_name":"Foro Italico University of Rome","ror":"https://ror.org/03j4zvd18","country_code":"IT","type":"education","lineage":["https://openalex.org/I210167222"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Guido Mascia","raw_affiliation_strings":["IuC-BoHNeS, University of Rome \"Foro Italico\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"IuC-BoHNeS, University of Rome \"Foro Italico\", Rome, Italy","institution_ids":["https://openalex.org/I210167222"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063689117","display_name":"Antonio Pallotti","orcid":"https://orcid.org/0000-0002-3185-5795"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Pallotti","raw_affiliation_strings":["Technoscience, University of Rome \"Tor Vergata\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Technoscience, University of Rome \"Tor Vergata\", Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5040131419"],"corresponding_institution_ids":["https://openalex.org/I119003972"],"apc_list":null,"apc_paid":null,"fwci":1.4534,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.82787404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9998999834060669,"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/T11453","display_name":"Diagnosis and Treatment of Venous Diseases","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T11670","display_name":"Pressure Ulcer Prevention and Management","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/socks","display_name":"SOCKS","score":0.9088588953018188},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5925240516662598},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5617576837539673},{"id":"https://openalex.org/keywords/telemedicine","display_name":"Telemedicine","score":0.5046755075454712},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4509793817996979},{"id":"https://openalex.org/keywords/amputation","display_name":"Amputation","score":0.4106016457080841},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3771367073059082},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.3705509901046753},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.3655860722064972},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.1455850899219513}],"concepts":[{"id":"https://openalex.org/C2777718900","wikidata":"https://www.wikidata.org/wiki/Q1061918","display_name":"SOCKS","level":2,"score":0.9088588953018188},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5925240516662598},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5617576837539673},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.5046755075454712},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4509793817996979},{"id":"https://openalex.org/C2776204877","wikidata":"https://www.wikidata.org/wiki/Q477415","display_name":"Amputation","level":2,"score":0.4106016457080841},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3771367073059082},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.3705509901046753},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.3655860722064972},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.1455850899219513},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/memea52024.2021.9478688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea52024.2021.9478688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W32017106","https://openalex.org/W1607867650","https://openalex.org/W1663973292","https://openalex.org/W1998843180","https://openalex.org/W2014503804","https://openalex.org/W2021609585","https://openalex.org/W2021761995","https://openalex.org/W2036484524","https://openalex.org/W2042218819","https://openalex.org/W2057494704","https://openalex.org/W2074756415","https://openalex.org/W2084347472","https://openalex.org/W2096329515","https://openalex.org/W2104640464","https://openalex.org/W2114948276","https://openalex.org/W2116388580","https://openalex.org/W2122111042","https://openalex.org/W2125948867","https://openalex.org/W2167162324","https://openalex.org/W2175828977","https://openalex.org/W2181626105","https://openalex.org/W2258968934","https://openalex.org/W2510030404","https://openalex.org/W2626354203","https://openalex.org/W2745157158","https://openalex.org/W2767074577","https://openalex.org/W2892964346","https://openalex.org/W2980353485","https://openalex.org/W2995443069","https://openalex.org/W3016993746","https://openalex.org/W3028146046","https://openalex.org/W3094482668","https://openalex.org/W4212863985","https://openalex.org/W6601320134","https://openalex.org/W6685696058","https://openalex.org/W6769383961"],"related_works":["https://openalex.org/W2035239211","https://openalex.org/W4237730435","https://openalex.org/W2025621936","https://openalex.org/W4287218598","https://openalex.org/W2216463347","https://openalex.org/W2066117900","https://openalex.org/W4225286348","https://openalex.org/W2068234174","https://openalex.org/W4255372779","https://openalex.org/W2558969721"],"abstract_inverted_index":{"Telemedicine":[0],"consists":[1],"in":[2,23,28,68,112,162],"the":[3,69,81],"delivery":[4],"of":[5,61,65,94,132,142],"health":[6,82],"care":[7,83],"services,":[8],"where":[9,105],"patients":[10,30,106,145],"and":[11,43,91,117,126,146,189],"providers":[12],"are":[13],"separated":[14],"by":[15],"distance.":[16],"Telemonitoring":[17],"facilities":[18],"play":[19],"an":[20],"important":[21],"role":[22],"remote":[24],"assistance":[25],"programs,":[26],"particularly":[27],"assisting":[29],"suffering":[31],"from":[32,153],"chronic":[33,40],"afflictions,":[34],"such":[35],"as":[36],"phlebopathic":[37,95,149],"diseases":[38,96],"(e.g.":[39],"venous":[41],"disease":[42],"diabetic":[44],"foot).":[45],"When":[46],"these":[47,75],"pathologies":[48,76],"worsen,":[49],"complications":[50],"can":[51],"be":[52],"serious.":[53],"In":[54],"fact,":[55],"foot":[56],"deformities":[57],"lead":[58],"to":[59,72,120,164,195],"variations":[60],"plantar":[62,124],"load,":[63],"formation":[64],"ulcers":[66],"and,":[67],"worst":[70],"case,":[71],"amputation.":[73],"Consequently,":[74],"cause":[77],"huge":[78],"expenses":[79],"for":[80,89,102],"system.":[84],"We":[85,129],"propose":[86],"a":[87,133,140,166,173],"framework":[88],"screening":[90],"early":[92],"detection":[93],"insurgence,":[97],"based":[98],"on":[99,123],"dynamic":[100],"tests":[101],"functional":[103],"assessment":[104],"wear":[107],"sensorized":[108],"socks.":[109],"Socks":[110],"used":[111],"this":[113],"study":[114,135],"integrate":[115],"force":[116],"inertial":[118],"sensors":[119],"provide":[121],"information":[122],"pressures":[125],"person's":[127],"movement.":[128],"show":[130,179],"results":[131],"feasibility":[134],"including":[136],"42":[137],"patients,":[138],"with":[139,148,192],"balance":[141],"21":[143,147],"healthy":[144],"diseases.":[150],"Data":[151],"gathered":[152],"wearables":[154],"were":[155],"automatically":[156],"elaborated":[157],"through":[158],"machine":[159],"learning":[160],"techniques":[161],"order":[163],"obtain":[165],"binary":[167],"classifier":[168,183],"identifying":[169],"whether":[170],"or":[171],"not":[172],"patient":[174],"shows":[175],"pathological":[176],"gait.":[177],"Results":[178],"that":[180],"our":[181],"best":[182],"has":[184],"high":[185,190],"positive":[186],"predictive":[187],"value":[188],"sensitivity,":[191],"F1-score":[193],"equal":[194],"92.1%.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
