{"id":"https://openalex.org/W4391224450","doi":"https://doi.org/10.3233/shti231042","title":"Extracting Spatio-Temporal Trends in Medical Research Prioritization Through Natural Language Processing of Case Report Abstracts","display_name":"Extracting Spatio-Temporal Trends in Medical Research Prioritization Through Natural Language Processing of Case Report Abstracts","publication_year":2024,"publication_date":"2024-01-25","ids":{"openalex":"https://openalex.org/W4391224450","doi":"https://doi.org/10.3233/shti231042","pmid":"https://pubmed.ncbi.nlm.nih.gov/38269886"},"language":"en","primary_location":{"id":"doi:10.3233/shti231042","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti231042","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI231042","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":"book-chapter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI231042","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004588981","display_name":"Lean Franzl Yao","orcid":"https://orcid.org/0000-0003-3184-9368"},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Lean Franzl Lim Yao","raw_affiliation_strings":["Nara Institute of Science and Technology, Japan"],"raw_orcid":"https://orcid.org/0000-0003-3184-9368","affiliations":[{"raw_affiliation_string":"Nara Institute of Science and Technology, Japan","institution_ids":["https://openalex.org/I75917431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102771978","display_name":"Kongmeng Liew","orcid":"https://orcid.org/0000-0002-0755-7173"},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kongmeng Liew","raw_affiliation_strings":["Nara Institute of Science and Technology, Japan"],"raw_orcid":"https://orcid.org/0000-0002-0755-7173","affiliations":[{"raw_affiliation_string":"Nara Institute of Science and Technology, Japan","institution_ids":["https://openalex.org/I75917431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046718849","display_name":"Shoko Wakamiya","orcid":"https://orcid.org/0000-0002-9371-1340"},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shoko Wakamiya","raw_affiliation_strings":["Nara Institute of Science and Technology, Japan"],"raw_orcid":"https://orcid.org/0000-0002-9371-1340","affiliations":[{"raw_affiliation_string":"Nara Institute of Science and Technology, Japan","institution_ids":["https://openalex.org/I75917431"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041089475","display_name":"Eiji Aramaki","orcid":"https://orcid.org/0000-0003-0201-3609"},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Eiji Aramaki","raw_affiliation_strings":["Nara Institute of Science and Technology, Japan"],"raw_orcid":"https://orcid.org/0000-0003-0201-3609","affiliations":[{"raw_affiliation_string":"Nara Institute of Science and Technology, Japan","institution_ids":["https://openalex.org/I75917431"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5041089475"],"corresponding_institution_ids":["https://openalex.org/I75917431"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02597914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"310","issue":null,"first_page":"634","last_page":"638"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9735999703407288,"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"}},"topics":[{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9735999703407288,"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"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9574000239372253,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9549000263214111,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/prioritization","display_name":"Prioritization","score":0.9209751486778259},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6339523792266846},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6023331880569458},{"id":"https://openalex.org/keywords/medical-research","display_name":"Medical research","score":0.4708782136440277},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.4436206817626953},{"id":"https://openalex.org/keywords/doors","display_name":"Doors","score":0.42640718817710876},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.25933903455734253},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.20394274592399597},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16532039642333984},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11656215786933899},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.0829140841960907}],"concepts":[{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.9209751486778259},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6339523792266846},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6023331880569458},{"id":"https://openalex.org/C106977388","wikidata":"https://www.wikidata.org/wiki/Q2752427","display_name":"Medical research","level":2,"score":0.4708782136440277},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.4436206817626953},{"id":"https://openalex.org/C125209513","wikidata":"https://www.wikidata.org/wiki/Q4037520","display_name":"Doors","level":2,"score":0.42640718817710876},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.25933903455734253},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20394274592399597},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16532039642333984},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11656215786933899},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0829140841960907},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000094143","descriptor_name":"Case Reports as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000094143","descriptor_name":"Case Reports as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000094143","descriptor_name":"Case Reports as Topic","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":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012108","descriptor_name":"Research Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012108","descriptor_name":"Research Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012108","descriptor_name":"Research Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013672","descriptor_name":"Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013672","descriptor_name":"Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013672","descriptor_name":"Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035843","descriptor_name":"Biomedical Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D035843","descriptor_name":"Biomedical Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D035843","descriptor_name":"Biomedical Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti231042","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti231042","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI231042","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:38269886","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38269886","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}],"best_oa_location":{"id":"doi:10.3233/shti231042","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/shti231042","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI231042","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":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7099999785423279}],"awards":[{"id":"https://openalex.org/G1599432872","display_name":null,"funder_award_id":"JPMH21AC500111","funder_id":"https://openalex.org/F4320321945","funder_display_name":"Ministry of Health, Labour and Welfare"},{"id":"https://openalex.org/G240039914","display_name":null,"funder_award_id":"JPMJCR22N1","funder_id":"https://openalex.org/F4320338075","funder_display_name":"Core Research for Evolutional Science and Technology"},{"id":"https://openalex.org/G408236233","display_name":null,"funder_award_id":"JPMJSC2107","funder_id":"https://openalex.org/F4320338124","funder_display_name":"Strategic International Collaborative Research Program"}],"funders":[{"id":"https://openalex.org/F4320321945","display_name":"Ministry of Health, Labour and Welfare","ror":"https://ror.org/03mwa7s65"},{"id":"https://openalex.org/F4320338075","display_name":"Core Research for Evolutional Science and Technology","ror":"https://ror.org/00097mb19"},{"id":"https://openalex.org/F4320338124","display_name":"Strategic International Collaborative Research Program","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391224450.pdf","grobid_xml":"https://content.openalex.org/works/W4391224450.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1521626219","https://openalex.org/W1991035834","https://openalex.org/W2169099542","https://openalex.org/W2312217328","https://openalex.org/W2936573766","https://openalex.org/W3002784191","https://openalex.org/W3012407300","https://openalex.org/W3081785743","https://openalex.org/W3165345393","https://openalex.org/W4241560006"],"related_works":["https://openalex.org/W3016239942","https://openalex.org/W2487340859","https://openalex.org/W2486091485","https://openalex.org/W4293365988","https://openalex.org/W2374188760","https://openalex.org/W2997934945","https://openalex.org/W4205206412","https://openalex.org/W2468876127","https://openalex.org/W2417966347","https://openalex.org/W2409244807"],"abstract_inverted_index":{"Medical":[0],"research":[1,45,71,82,132],"prioritization":[2,72,89,133],"is":[3],"an":[4],"important":[5],"aspect":[6],"of":[7,17,69,81,88,90,116],"decision-making":[8],"by":[9,134],"researchers":[10,35],"and":[11,19,27,36,51,78,103,113,126,137],"relevant":[12,37],"stakeholders.":[13],"The":[14,119],"ever-increasing":[15],"availability":[16],"technology":[18],"data":[20],"has":[21],"opened":[22],"doors":[23],"to":[24,39,49,63,73,109,124],"new":[25,28],"discoveries":[26],"questions.":[29],"This":[30],"makes":[31],"it":[32],"difficult":[33],"for":[34,57],"stakeholders":[38],"make":[40],"well-informed":[41],"decisions":[42],"about":[43],"the":[44,52,66,86,110,117,128],"areas":[46,80],"they":[47,54],"want":[48],"support":[50],"nations":[53],"should":[55],"look":[56,64],"collaborations.":[58],"It":[59],"is,":[60],"therefore,":[61],"useful":[62],"at":[65],"spatio-temporal":[67],"trends":[68,129],"medical":[70,131],"gain":[74],"insight":[75],"into":[76],"popular":[77],"neglected":[79],"as":[83,85],"well":[84],"allocation":[87],"each":[91],"nation.":[92],"In":[93],"this":[94],"study,":[95],"we":[96],"develop":[97],"a":[98],"system":[99],"that":[100],"collects,":[101],"classifies,":[102],"summarizes":[104],"case":[105],"report":[106],"abstracts":[107],"according":[108],"location,":[111,135],"time,":[112,136],"disease":[114,138],"category":[115],"report.":[118],"additional":[120],"classifications":[121],"allow":[122],"us":[123],"visualize":[125],"monitor":[127],"in":[130],"category.":[139]},"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
