{"id":"https://openalex.org/W4388667115","doi":"https://doi.org/10.1109/bhi58575.2023.10313402","title":"Development of a Framework Dealing with Partial Data Unavailability and Unstructuredness to Support Post-Market Surveillance","display_name":"Development of a Framework Dealing with Partial Data Unavailability and Unstructuredness to Support Post-Market Surveillance","publication_year":2023,"publication_date":"2023-10-15","ids":{"openalex":"https://openalex.org/W4388667115","doi":"https://doi.org/10.1109/bhi58575.2023.10313402"},"language":"en","primary_location":{"id":"doi:10.1109/bhi58575.2023.10313402","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bhi58575.2023.10313402","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","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/A5062714565","display_name":"Yijun Ren","orcid":"https://orcid.org/0000-0001-5361-2447"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Yijun Ren","raw_affiliation_strings":["Politecnico di Milano,Information and Bioengineering,Department of Electronics,Italy","Department of Electronics, Information and Bioengineering, Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,Information and Bioengineering,Department of Electronics,Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Department of Electronics, Information and Bioengineering, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015515154","display_name":"Enrico G. Caiani","orcid":"https://orcid.org/0000-0002-1770-6486"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico Gianluca Caiani","raw_affiliation_strings":["Politecnico di Milano,Information and Bioengineering,Department of Electronics,Italy","Department of Electronics, Information and Bioengineering, Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,Information and Bioengineering,Department of Electronics,Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Department of Electronics, Information and Bioengineering, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5062714565"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.2547,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60895505,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"12","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9427000284194946,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9427000284194946,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9236000180244446,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9104999899864197,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/unavailability","display_name":"Unavailability","score":0.9717371463775635},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5996696949005127},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4615824818611145},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.35936152935028076},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.31849926710128784},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.17067420482635498},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14296317100524902}],"concepts":[{"id":"https://openalex.org/C2780505938","wikidata":"https://www.wikidata.org/wiki/Q17093282","display_name":"Unavailability","level":2,"score":0.9717371463775635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5996696949005127},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4615824818611145},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.35936152935028076},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.31849926710128784},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.17067420482635498},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14296317100524902}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bhi58575.2023.10313402","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/bhi58575.2023.10313402","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1257229","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1257229","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2008830554","https://openalex.org/W2041439319","https://openalex.org/W2068882115","https://openalex.org/W2086320398","https://openalex.org/W2123556395","https://openalex.org/W2141099517","https://openalex.org/W2148540243","https://openalex.org/W2325406072","https://openalex.org/W2896457183","https://openalex.org/W2962704181","https://openalex.org/W2963140597","https://openalex.org/W2963250244","https://openalex.org/W2979826702","https://openalex.org/W3011594683","https://openalex.org/W3035390927","https://openalex.org/W3206225704","https://openalex.org/W4213009331","https://openalex.org/W4230846333","https://openalex.org/W4317234064","https://openalex.org/W4385245566","https://openalex.org/W4385885462","https://openalex.org/W6755207826"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4237235066","https://openalex.org/W2026539069","https://openalex.org/W207884067","https://openalex.org/W3127016596","https://openalex.org/W2365973415","https://openalex.org/W1482423459","https://openalex.org/W2996457675"],"abstract_inverted_index":{"Under":[0],"the":[1,18,31,38,46,50,76,96,109,117,122,129,153,160],"European":[2,51],"Union":[3],"Medical":[4,52],"Device":[5,53],"(MD)":[6],"Regulation":[7],"2017/745,":[8],"expert":[9],"panel\u2019s":[10],"decision":[11],"on":[12,17,45,49,95,145],"providing":[13,204],"a":[14,64],"scientific":[15],"opinion":[16],"Clinical":[19],"Evaluation":[20],"Assessment":[21],"Report":[22],"for":[23,211],"high-risk":[24],"MD":[25,125],"is":[26],"required,":[27],"as":[28],"part":[29],"of":[30,41,100,119,134,159,172],"conformity":[32],"assessment":[33],"procedure.":[34],"To":[35,58],"this":[36],"aim,":[37],"perceived":[39],"risk":[40],"similar":[42],"MDs":[43],"already":[44],"market,":[47],"based":[48],"Nomenclature":[54],"(EMDN),":[55],"could":[56],"help.":[57],"generate":[59],"such":[60],"information,":[61],"we":[62],"propose":[63],"generalized":[65],"framework":[66],"to":[67,105,195],"automatically":[68],"collect":[69],"and":[70,88,131,155,201,213],"display":[71],"in":[72,169,179,186],"an":[73],"aggregated":[74],"way":[75],"publicly":[77],"available":[78],"safety":[79,214],"notices":[80],"(SNs),":[81],"even":[82],"when":[83],"characterized":[84],"by":[85,113,151],"partial":[86],"unstructuredness":[87],"incompleteness.":[89],"This":[90],"novel":[91],"approach":[92,192],"was":[93,126,143,167,193],"tested":[94,144],"Dutch":[97,154],"data,":[98],"consisting":[99],"3618":[101],"SNs":[102,148],"from":[103,108],"2015":[104],"2022,":[106],"retrieved":[107],"official":[110],"government":[111],"website":[112],"Web":[114],"scraping.":[115],"After":[116],"identification":[118],"named":[120],"entities,":[121],"best":[123],"match":[124],"searched":[127],"within":[128],"Italian":[130,156],"Portuguese":[132],"datasets":[133],"devices":[135],"using":[136],"Natural":[137],"Language":[138],"Processing":[139],"techniques.":[140],"Algorithm":[141],"performance":[142],"potentially":[146],"equal":[147],"(472)":[149],"published":[150],"both":[152],"authorities:":[157],"assignment":[158],"same":[161],"EMDN":[162,209],"code":[163],"at":[164,176,183],"level":[165,177,184],"1":[166],"present":[168],"454":[170],"out":[171],"472":[173],"(96.19%)":[174],"SNs,":[175,182],"2":[178],"447":[180],"(94.70%)":[181],"3":[185],"433":[187],"(91.74%)":[188],"SNs.":[189],"The":[190],"proposed":[191],"able":[194],"cope":[196],"with":[197,207],"public":[198],"data":[199,206],"unavailability":[200],"incompleteness,":[202],"thus":[203],"structured":[205],"appropriate":[208],"usable":[210],"aggregation":[212],"signal":[215],"detection.":[216]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}