{"id":"https://openalex.org/W4411949291","doi":"https://doi.org/10.1109/ismict64722.2025.11059397","title":"A Cost-Effective Solution for Non-Invasive Home-Based Bone Fracture Healing Monitoring-Preliminary Prototype Tests","display_name":"A Cost-Effective Solution for Non-Invasive Home-Based Bone Fracture Healing Monitoring-Preliminary Prototype Tests","publication_year":2025,"publication_date":"2025-05-28","ids":{"openalex":"https://openalex.org/W4411949291","doi":"https://doi.org/10.1109/ismict64722.2025.11059397"},"language":"en","primary_location":{"id":"doi:10.1109/ismict64722.2025.11059397","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ismict64722.2025.11059397","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 19th International Symposium on Medical Information and Communication Technology (ISMICT)","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/A5040605101","display_name":"Timo Kumpuniemi","orcid":"https://orcid.org/0000-0003-4047-764X"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Timo Kumpuniemi","raw_affiliation_strings":["University of Oulu,Centre for Wireless Communications,Oulu,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu,Centre for Wireless Communications,Oulu,Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080862578","display_name":"Roope Parviainen","orcid":"https://orcid.org/0000-0001-9750-3322"},"institutions":[{"id":"https://openalex.org/I2799272722","display_name":"Oulu University Hospital","ror":"https://ror.org/045ney286","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I2799272722"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Roope Parviainen","raw_affiliation_strings":["University of Oulu and Oulu University Hospital,Research Unit of Clinical Medicine,Oulu,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu and Oulu University Hospital,Research Unit of Clinical Medicine,Oulu,Finland","institution_ids":["https://openalex.org/I2799272722","https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055348346","display_name":"Juha-Pekka M\u00e4kel\u00e4","orcid":null},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Juha-Pekka M\u00e4kel\u00e4","raw_affiliation_strings":["University of Oulu,Centre for Wireless Communications,Oulu,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu,Centre for Wireless Communications,Oulu,Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085100641","display_name":"Matti H\u00e4m\u00e4l\u00e4inen","orcid":"https://orcid.org/0000-0002-6115-5255"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Matti H\u00e4m\u00e4l\u00e4inen","raw_affiliation_strings":["University of Oulu,Centre for Wireless Communications,Oulu,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu,Centre for Wireless Communications,Oulu,Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072563573","display_name":"Juha\u2010Jaakko Sinikumpu","orcid":"https://orcid.org/0000-0003-1870-4420"},"institutions":[{"id":"https://openalex.org/I2799272722","display_name":"Oulu University Hospital","ror":"https://ror.org/045ney286","country_code":"FI","type":"healthcare","lineage":["https://openalex.org/I2799272722"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Juha-Jaakko Sinikumpu","raw_affiliation_strings":["University of Oulu and Oulu University Hospital,Research Unit of Clinical Medicine,Oulu,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu and Oulu University Hospital,Research Unit of Clinical Medicine,Oulu,Finland","institution_ids":["https://openalex.org/I2799272722","https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083568447","display_name":"Jari Iinatti","orcid":"https://orcid.org/0000-0001-6420-1547"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jari Iinatti","raw_affiliation_strings":["University of Oulu,Centre for Wireless Communications,Oulu,Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu,Centre for Wireless Communications,Oulu,Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09246373,"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":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9204999804496765,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9204999804496765,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T10658","display_name":"Bone fractures and treatments","score":0.9161999821662903,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bone-healing","display_name":"Bone healing","score":0.6817668676376343},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4394868016242981},{"id":"https://openalex.org/keywords/fracture","display_name":"Fracture (geology)","score":0.42754191160202026},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.40421897172927856},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.2737649381160736},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23544472455978394},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18861353397369385},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.11979907751083374},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.11940020322799683}],"concepts":[{"id":"https://openalex.org/C8337478","wikidata":"https://www.wikidata.org/wiki/Q1777289","display_name":"Bone healing","level":2,"score":0.6817668676376343},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4394868016242981},{"id":"https://openalex.org/C43369102","wikidata":"https://www.wikidata.org/wiki/Q2307625","display_name":"Fracture (geology)","level":2,"score":0.42754191160202026},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.40421897172927856},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2737649381160736},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23544472455978394},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18861353397369385},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.11979907751083374},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.11940020322799683}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ismict64722.2025.11059397","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ismict64722.2025.11059397","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 19th International Symposium on Medical Information and Communication Technology (ISMICT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1909505469","https://openalex.org/W1999052046","https://openalex.org/W2050085110","https://openalex.org/W2057139810","https://openalex.org/W2075856022","https://openalex.org/W2413793937","https://openalex.org/W2914189729","https://openalex.org/W2922096422","https://openalex.org/W2990105766","https://openalex.org/W3027387195","https://openalex.org/W3047995727","https://openalex.org/W3100952288","https://openalex.org/W3195195170","https://openalex.org/W4386999631"],"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":{"This":[0],"paper":[1],"presents":[2],"a":[3,6,108],"proposal":[4],"for":[5,111],"method":[7,40,106],"to":[8,48,70,81,93],"continuously":[9],"and":[10,113],"non-invasively":[11],"monitor":[12],"bone":[13],"fracture":[14],"healing":[15,73],"process.":[16,74],"The":[17,38,61,100],"monitoring":[18],"could":[19],"be":[20],"conducted":[21],"at":[22,30,55],"homes":[23],"of":[24,58,86,97],"the":[25,35,49,53,56,59,64,84,87,95,98,104],"patients":[26],"without":[27],"X-ray":[28],"photography":[29],"hospitals":[31],"which":[32],"is":[33,41,79,107],"currently":[34],"normal":[36],"procedure.":[37],"proposed":[39],"based":[42],"on":[43],"flex":[44],"(bend)":[45],"sensors":[46,62],"attached":[47],"patient\u2019s":[50],"skin":[51],"under":[52],"cast":[54],"location":[57],"fracture.":[60],"measure":[63],"possible":[65],"change":[66],"in":[67],"angle":[68],"due":[69],"an":[71],"abnormal":[72],"A":[75,89],"commercial":[76],"bend":[77],"sensor":[78],"selected":[80,105],"initially":[82],"investigate":[83],"suitability":[85],"method.":[88,99],"testbed":[90],"was":[91],"developed":[92],"define":[94],"accuracy":[96],"results":[101],"show":[102],"that":[103],"strong":[109],"candidate":[110],"further":[112],"larger":[114],"measurements.":[115]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}