{"id":"https://openalex.org/W4400966331","doi":"https://doi.org/10.1136/bmjhci-2023-100952","title":"Towards inclusive biodesign and innovation: lowering barriers to entry in medical device development through large language model tools","display_name":"Towards inclusive biodesign and innovation: lowering barriers to entry in medical device development through large language model tools","publication_year":2024,"publication_date":"2024-07-01","ids":{"openalex":"https://openalex.org/W4400966331","doi":"https://doi.org/10.1136/bmjhci-2023-100952","pmid":"https://pubmed.ncbi.nlm.nih.gov/39043466","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11268064"},"language":"en","primary_location":{"id":"doi:10.1136/bmjhci-2023-100952","doi":"https://doi.org/10.1136/bmjhci-2023-100952","is_oa":true,"landing_page_url":"https://doi.org/10.1136/bmjhci-2023-100952","pdf_url":null,"source":{"id":"https://openalex.org/S4210217889","display_name":"BMJ Health & Care Informatics","issn_l":"2632-1009","issn":["2632-1009"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319945","host_organization_name":"BMJ","host_organization_lineage":["https://openalex.org/P4310319945"],"host_organization_lineage_names":["BMJ"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMJ Health &amp; Care Informatics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1136/bmjhci-2023-100952","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039862332","display_name":"John T. Moon","orcid":"https://orcid.org/0000-0003-3110-9060","observed_orcids":["https://orcid.org/0000-0003-3110-9060"]},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"John T Moon","raw_affiliation_strings":["Division of Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA"],"raw_orcid":"https://orcid.org/0000-0003-3110-9060","affiliations":[{"raw_affiliation_string":"Division of Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102781708","display_name":"Nicholas J Lima","orcid":"https://orcid.org/0009-0002-1837-6201","observed_orcids":["https://orcid.org/0009-0002-1837-6201"]},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas J Lima","raw_affiliation_strings":["Division of Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105022923","display_name":"Eleanor Froula","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eleanor Froula","raw_affiliation_strings":["Division of Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091747930","display_name":"H. Li","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hanzhou Li","raw_affiliation_strings":["Division of Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001041013","display_name":"Janice M. Newsome","orcid":"https://orcid.org/0000-0002-2472-3815","observed_orcids":["https://orcid.org/0000-0002-2472-3815"]},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Janice Newsome","raw_affiliation_strings":["Division of Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050086721","display_name":"Hari Trivedi","orcid":"https://orcid.org/0000-0001-6648-8334","observed_orcids":["https://orcid.org/0000-0001-6648-8334"]},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hari Trivedi","raw_affiliation_strings":["Department of Radiology and Imaging Sciences, Emory University School of Medicine Atlanta, Atlanta, Georgia, USA","Division of Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Imaging Sciences, Emory University School of Medicine Atlanta, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I150468666"]},{"raw_affiliation_string":"Division of Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076327694","display_name":"Zachary Louis Bercu","orcid":"https://orcid.org/0000-0003-1307-3770","observed_orcids":["https://orcid.org/0000-0003-1307-3770"]},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zachary Bercu","raw_affiliation_strings":["Division of Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I150468666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076075666","display_name":"Judy Wawira Gichoya","orcid":"https://orcid.org/0000-0002-1097-316X","observed_orcids":["https://orcid.org/0000-0002-1097-316X"]},"institutions":[{"id":"https://openalex.org/I150468666","display_name":"Emory University","ror":"https://ror.org/03czfpz43","country_code":"US","type":"education","lineage":["https://openalex.org/I150468666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Judy Wawira Gichoya","raw_affiliation_strings":["Division of Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Interventional Radiology and Image-Guided Medicine, Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia, USA","institution_ids":["https://openalex.org/I150468666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039862332"],"corresponding_institution_ids":["https://openalex.org/I150468666"],"apc_list":{"value":1800,"currency":"GBP","value_usd":2207},"apc_paid":{"value":1800,"currency":"GBP","value_usd":2207},"fwci":0.2805,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.57065471,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"31","issue":"1","first_page":"e100952","last_page":"e100952"},"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":0.9810000061988831,"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":0.9810000061988831,"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/T13904","display_name":"Artificial Intelligence Applications","score":0.006300000008195639,"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"}},{"id":"https://openalex.org/T14512","display_name":"Technology and Human Factors in Education and Health","score":0.0052999998442828655,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/large-language-models","display_name":"large language models","score":1.0},{"id":"https://openalex.org/keywords/medical-device-innovation","display_name":"medical device innovation","score":0.8169999718666077},{"id":"https://openalex.org/keywords/biodesign","display_name":"biodesign","score":0.9629999995231628},{"id":"https://openalex.org/keywords/entry-barriers","display_name":"barriers to entry","score":0.8080000281333923},{"id":"https://openalex.org/keywords/inclusive-innovation","display_name":"inclusive innovation","score":0.6660000085830688},{"id":"https://openalex.org/keywords/generative-pre-trained-transformer","display_name":"generative pre-trained transformer","score":0.6140000224113464},{"id":"https://openalex.org/keywords/intellectual-property-analysis","display_name":"intellectual property analysis","score":0.9279999732971191},{"id":"https://openalex.org/keywords/regulatory-assessment","display_name":"regulatory evaluation","score":0.9490000009536743},{"id":"https://openalex.org/keywords/market-research","display_name":"market analysis","score":0.9810000061988831},{"id":"https://openalex.org/keywords/democratization-of-expertise","display_name":"democratization of expertise","score":0.7099999785423279},{"id":"https://openalex.org/keywords/stakeholder-collaboration","display_name":"stakeholder collaboration","score":0.621999979019165}],"concepts":[{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.8659642338752747},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.5258482098579407},{"id":"https://openalex.org/C34974158","wikidata":"https://www.wikidata.org/wiki/Q131257","display_name":"Intellectual property","level":2,"score":0.5162960886955261},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.4631146490573883},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3917222321033478},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3369410037994385},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3210551142692566},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3136640191078186},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3099428713321686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30224281549453735},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2505354881286621},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13155248761177063},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.11680638790130615},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09481403231620789},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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":"D004864","descriptor_name":"Equipment and Supplies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004864","descriptor_name":"Equipment and Supplies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004864","descriptor_name":"Equipment and Supplies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004864","descriptor_name":"Equipment and Supplies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004864","descriptor_name":"Equipment and Supplies","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":"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":"D018973","descriptor_name":"Intellectual Property","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018973","descriptor_name":"Intellectual Property","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018973","descriptor_name":"Intellectual Property","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018973","descriptor_name":"Intellectual Property","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018973","descriptor_name":"Intellectual Property","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062069","descriptor_name":"Inventions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062069","descriptor_name":"Inventions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062069","descriptor_name":"Inventions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062069","descriptor_name":"Inventions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062069","descriptor_name":"Inventions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1136/bmjhci-2023-100952","doi":"https://doi.org/10.1136/bmjhci-2023-100952","is_oa":true,"landing_page_url":"https://doi.org/10.1136/bmjhci-2023-100952","pdf_url":null,"source":{"id":"https://openalex.org/S4210217889","display_name":"BMJ Health & Care Informatics","issn_l":"2632-1009","issn":["2632-1009"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319945","host_organization_name":"BMJ","host_organization_lineage":["https://openalex.org/P4310319945"],"host_organization_lineage_names":["BMJ"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMJ Health &amp; Care Informatics","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11268064","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11268064","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11268064/pdf/bmjhci-31-1.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMJ Health Care Inform","raw_type":"Text"},{"id":"pmid:39043466","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39043466","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,"listed_in":[],"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":"BMJ health & care informatics","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:16952b371c5344908ebdc0f93332e881","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/16952b371c5344908ebdc0f93332e881","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMJ Health & Care Informatics, Vol 31, Iss 1 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1136/bmjhci-2023-100952","doi":"https://doi.org/10.1136/bmjhci-2023-100952","is_oa":true,"landing_page_url":"https://doi.org/10.1136/bmjhci-2023-100952","pdf_url":null,"source":{"id":"https://openalex.org/S4210217889","display_name":"BMJ Health & Care Informatics","issn_l":"2632-1009","issn":["2632-1009"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319945","host_organization_name":"BMJ","host_organization_lineage":["https://openalex.org/P4310319945"],"host_organization_lineage_names":["BMJ"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMJ Health &amp; Care Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5600000023841858}],"study_designs":[],"awards":[{"id":"https://openalex.org/G9000895734","display_name":"Georgia Clinical & Translational Science Alliance (Georgia CTSA)","funder_award_id":"UL1TR002378","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2527772987","https://openalex.org/W4241480731","https://openalex.org/W4295681928","https://openalex.org/W4361855702","https://openalex.org/W4367188881","https://openalex.org/W4367320668","https://openalex.org/W4376866715","https://openalex.org/W4389519118","https://openalex.org/W4390231192","https://openalex.org/W4399528455","https://openalex.org/W4405372230"],"related_works":["https://openalex.org/W4408225015","https://openalex.org/W4407185205","https://openalex.org/W4401793114","https://openalex.org/W7205000608","https://openalex.org/W4414755043","https://openalex.org/W7127907723","https://openalex.org/W4395067526","https://openalex.org/W4324373918","https://openalex.org/W4416844726","https://openalex.org/W4401709416"],"abstract_inverted_index":{"In":[0],"the":[1,7,26],"following":[2],"narrative":[3],"review,":[4],"we":[5,57],"discuss":[6],"potential":[8],"role":[9],"of":[10,86],"large":[11],"language":[12],"models":[13],"(LLMs)":[14],"in":[15,71],"medical":[16,72],"device":[17],"innovation,":[18],"specifically":[19],"examples":[20],"using":[21],"generative":[22],"pretrained":[23],"transformer-4.":[24],"Throughout":[25],"biodesign":[27],"process,":[28],"LLMs":[29,94],"can":[30],"offer":[31],"prompt-driven":[32],"insights,":[33],"aiding":[34],"problem":[35],"identification,":[36],"knowledge":[37],"assimilation":[38],"and":[39,46,66,102],"decision-making.":[40],"Intellectual":[41],"property":[42],"analysis,":[43],"regulatory":[44],"assessment":[45],"market":[47],"analysis":[48],"emerge":[49],"as":[50,74,76],"key":[51],"LLM":[52],"applications.":[53],"Through":[54],"case":[55],"examples,":[56],"underscore":[58],"LLMs'":[59],"transformative":[60,96],"ability":[61],"to":[62],"democratise":[63],"information":[64],"access":[65],"expertise,":[67],"facilitating":[68],"inclusive":[69],"innovation":[70],"devices":[73],"well":[75],"its":[77],"effectiveness":[78],"with":[79],"providing":[80],"real-time,":[81],"individualised":[82],"feedback":[83],"for":[84],"innovators":[85],"all":[87],"experience":[88],"levels.":[89],"By":[90],"mitigating":[91],"entry":[92],"barriers,":[93],"accelerate":[95],"advancements,":[97],"fostering":[98],"collaboration":[99],"among":[100],"established":[101],"emerging":[103],"stakeholders.":[104]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2024-07-25T00:00:00"}
