{"id":"https://openalex.org/W4281485194","doi":"https://doi.org/10.3233/shti220501","title":"Speak-PIM, Towards a Framework for the Automatic Detection of Potentially Inappropriate Prescriptions","display_name":"Speak-PIM, Towards a Framework for the Automatic Detection of Potentially Inappropriate Prescriptions","publication_year":2022,"publication_date":"2022-05-25","ids":{"openalex":"https://openalex.org/W4281485194","doi":"https://doi.org/10.3233/shti220501","pmid":"https://pubmed.ncbi.nlm.nih.gov/35612122"},"language":"en","primary_location":{"id":"doi:10.3233/shti220501","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220501","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220501","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220501","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033842991","display_name":"Abdelmalek Mouazer","orcid":"https://orcid.org/0000-0002-0428-7833"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4389425324","display_name":"Laboratoire d'Informatique M\u00e9dicale et d'Ing\u00e9nierie des Connaissances en e-Sant\u00e9","ror":"https://ror.org/01jr1v359","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Abdelmalek Mouazer","raw_affiliation_strings":["Universit\u00e9 Sorbonne Paris Nord, LIMICS, INSERM, F-93000, Bobigny, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Sorbonne Paris Nord, LIMICS, INSERM, F-93000, Bobigny, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4389425324","https://openalex.org/I4210091279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032497474","display_name":"Karima Sedki","orcid":"https://orcid.org/0000-0002-2712-5431"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4389425324","display_name":"Laboratoire d'Informatique M\u00e9dicale et d'Ing\u00e9nierie des Connaissances en e-Sant\u00e9","ror":"https://ror.org/01jr1v359","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Karima Sedki","raw_affiliation_strings":["Universit\u00e9 Sorbonne Paris Nord, LIMICS, INSERM, F-93000, Bobigny, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Sorbonne Paris Nord, LIMICS, INSERM, F-93000, Bobigny, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4389425324","https://openalex.org/I4210091279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009973364","display_name":"Rosy Tsopra","orcid":"https://orcid.org/0000-0002-9406-5547"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210092322","display_name":"Centre de Recherche des Cordeliers","ror":"https://ror.org/00dmms154","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I39804081","https://openalex.org/I4210092322"]},{"id":"https://openalex.org/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210102325","display_name":"H\u00f4pital Europ\u00e9en Georges-Pompidou","ror":"https://ror.org/016vx5156","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210102325","https://openalex.org/I4210120235"]},{"id":"https://openalex.org/I4210109141","display_name":"H\u00f4pital Europ\u00e9en","ror":"https://ror.org/01tfhsg94","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210109141"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rosy Tsopra","raw_affiliation_strings":["Department of Medical Informatics, H\u00f4pital Europ\u00e9en Georges-Pompidou, AP-HP, Paris, France","HeKA, INRIA Paris, France","INSERM, Universit\u00e9 de Paris, Sorbonne Universit\u00e9, Centre de Recherche des Cordeliers, F-75006 Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, H\u00f4pital Europ\u00e9en Georges-Pompidou, AP-HP, Paris, France","institution_ids":["https://openalex.org/I4210109141","https://openalex.org/I4210102325","https://openalex.org/I4210097159"]},{"raw_affiliation_string":"HeKA, INRIA Paris, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"INSERM, Universit\u00e9 de Paris, Sorbonne Universit\u00e9, Centre de Recherche des Cordeliers, F-75006 Paris, France","institution_ids":["https://openalex.org/I4210092322","https://openalex.org/I204730241","https://openalex.org/I154526488","https://openalex.org/I39804081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022433434","display_name":"Jean-Baptiste Lamy","orcid":"https://orcid.org/0000-0002-5477-180X"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4389425324","display_name":"Laboratoire d'Informatique M\u00e9dicale et d'Ing\u00e9nierie des Connaissances en e-Sant\u00e9","ror":"https://ror.org/01jr1v359","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Baptiste Lamy","raw_affiliation_strings":["Universit\u00e9 Sorbonne Paris Nord, LIMICS, INSERM, F-93000, Bobigny, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Sorbonne Paris Nord, LIMICS, INSERM, F-93000, Bobigny, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4389425324","https://openalex.org/I4210091279"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033842991"],"corresponding_institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210091279","https://openalex.org/I4389425324"],"apc_list":null,"apc_paid":null,"fwci":7.4694,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.97808219,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"294","issue":null,"first_page":"460","last_page":"464"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10496","display_name":"Pharmaceutical Practices and Patient Outcomes","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2717","display_name":"Geriatrics and Gerontology"},"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/T10496","display_name":"Pharmaceutical Practices and Patient Outcomes","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2717","display_name":"Geriatrics and Gerontology"},"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/T11620","display_name":"Medication Adherence and Compliance","score":0.951200008392334,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"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/T13629","display_name":"Text Readability and Simplification","score":0.920199990272522,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/declaration","display_name":"Declaration","score":0.7046222686767578},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.694210946559906},{"id":"https://openalex.org/keywords/logic-programming","display_name":"Logic programming","score":0.5560832023620605},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5257057547569275},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5117580890655518},{"id":"https://openalex.org/keywords/medical-prescription","display_name":"Medical prescription","score":0.4993119239807129},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3667210638523102},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18005794286727905},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.11842873692512512}],"concepts":[{"id":"https://openalex.org/C138147947","wikidata":"https://www.wikidata.org/wiki/Q1183659","display_name":"Declaration","level":2,"score":0.7046222686767578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.694210946559906},{"id":"https://openalex.org/C128838566","wikidata":"https://www.wikidata.org/wiki/Q275603","display_name":"Logic programming","level":2,"score":0.5560832023620605},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5257057547569275},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5117580890655518},{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.4993119239807129},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3667210638523102},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18005794286727905},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.11842873692512512},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000067561","descriptor_name":"Potentially Inappropriate Medication List","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000067561","descriptor_name":"Potentially Inappropriate Medication List","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000067561","descriptor_name":"Potentially Inappropriate Medication List","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057970","descriptor_name":"Inappropriate Prescribing","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":true},{"descriptor_ui":"D057970","descriptor_name":"Inappropriate Prescribing","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":true},{"descriptor_ui":"D057970","descriptor_name":"Inappropriate Prescribing","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.3233/shti220501","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220501","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220501","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:35612122","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35612122","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in health technology and informatics","raw_type":null},{"id":"pmh:oai:HAL:hal-03738951v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03738951","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Challenges of Trustable AI and Added-Value on Health, 294, IOS Press, pp.460-464, 2022, Studies in Health Technology and Informatics, ⟨10.3233/SHTI220501⟩","raw_type":"Book sections"}],"best_oa_location":{"id":"doi:10.3233/shti220501","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti220501","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI220501","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G5955339804","display_name":null,"funder_award_id":"ANR-20-CE19-0017","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281485194.pdf","grobid_xml":"https://content.openalex.org/works/W4281485194.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W302317711","https://openalex.org/W2108454922","https://openalex.org/W2154573667","https://openalex.org/W2907891024","https://openalex.org/W4206892698","https://openalex.org/W4378783027"],"related_works":["https://openalex.org/W2374822965","https://openalex.org/W2093418863","https://openalex.org/W2993476977","https://openalex.org/W2809231907","https://openalex.org/W3134669730","https://openalex.org/W1577817602","https://openalex.org/W2328801478","https://openalex.org/W3005398288","https://openalex.org/W1634010027","https://openalex.org/W4237381978"],"abstract_inverted_index":{"Potentially":[0],"inappropriate":[1],"medications":[2],"(PIMs)":[3],"have":[4,15],"adverse":[5],"health":[6],"consequences,":[7],"particularly":[8],"in":[9,64],"elderly":[10],"patients.":[11],"Various":[12],"explicit":[13],"criteria":[14,28],"been":[16],"developed":[17],"to":[18,25,52,62,112],"detect":[19],"PIMs.":[20],"However,":[21],"it":[22,49,59],"is":[23,50,60,83,91],"difficult":[24,51,61],"apply":[26],"these":[27,39],"without":[29,98],"the":[30,79,94,102,118],"help":[31],"of":[32,96,104],"an":[33,114],"electronic":[34],"decision":[35],"support":[36],"tool.":[37],"Programming":[38],"tools":[40],"can":[41],"be":[42],"very":[43,87],"complex.":[44],"Indeed,":[45],"for":[46,57,77,93],"computer":[47,66,108,119],"scientists":[48,120],"understand":[53],"medical":[54],"issues":[55],"and":[56,121],"clinicians":[58],"program":[63],"a":[65,75,86],"programming":[67],"language.":[68],"In":[69],"this":[70],"work":[71],"we":[72],"present":[73],"Speak-PIM,":[74],"framework":[76],"formalizing":[78],"PIM's":[80],"rules.":[81],"Speak-PIM":[82],"based":[84],"on":[85,100],"simple":[88],"semantics":[89],"which":[90],"suitable":[92],"declaration":[95],"PIMs":[97],"embarking":[99],"all":[101],"complexity":[103],"description":[105],"logic":[106],"or":[107],"languages.":[109],"It":[110],"aims":[111],"offer":[113],"efficient":[115],"collaboration":[116],"between":[117],"clinicians.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}