{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:32:51Z","timestamp":1763191971356,"version":"3.45.0"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100002322","name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002322","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003593","name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,30]]},"DOI":"10.1109\/ijcnn64981.2025.11228871","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:15Z","timestamp":1763145975000},"page":"1-8","source":"Crossref","is-referenced-by-count":0,"title":["Integrating Neural Language Models in Clinical Practice: A Case Study on Chronic Kidney Disease Consultations"],"prefix":"10.1109","author":[{"given":"Victor Nascimento","family":"Neves","sequence":"first","affiliation":[{"name":"UFES,Motora.ai Dept. of Informatics,Vitória,Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Claudine","family":"Badue","sequence":"additional","affiliation":[{"name":"Dept. of Informatics,Universidade Federal do Espírito Santo,Vitória,Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jo\u00e3o Felipe","family":"Gobeti Calenzani","sequence":"additional","affiliation":[{"name":"Universidade Federal do Espírito Santo Motora.ai,Dept. of Informatics,Vitória,Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lucas","family":"Thom Ramos","sequence":"additional","affiliation":[{"name":"Motora.ai,Vitória,Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thiago","family":"Oliveira-Santos","sequence":"additional","affiliation":[{"name":"Dept. of Informatics,Universidade Federal do Espírito Santo,Vitória,Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alberto F.","family":"De Souza","sequence":"additional","affiliation":[{"name":"Dept. of Informatics,Universidade Federal do Espírito Santo,Vitória,Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-018-0300-7"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-021-00432-5"},{"key":"ref3","first-page":"254","article-title":"Few-shot fine-tuning SOTA summarization models for medical dialogues","volume-title":"Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop","author":"Navarro"},{"issue":"4","key":"ref4","article-title":"The influence of time pressure on adherence to guidelines in primary care: an experimental study","volume-title":"BMJ Open","volume":"3","author":"Tsiga","year":"2013"},{"key":"ref5","first-page":"1","article-title":"The importance of effective communication in healthcare practice","volume-title":"Harvard Public Health Review","volume":"23","author":"Ratna","year":"2019"},{"article-title":"Whisper: Openai\u2019s speech recognition model","year":"2022","author":"Radford","key":"ref6"},{"article-title":"Language models are few-shot learners","year":"2020","author":"Brown","key":"ref7"},{"year":"2024","key":"ref8","article-title":"GPT-4o system card"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-018-0066-9"},{"article-title":"What disease does this patient have? a large-scale open domain question answering dataset from medical exams","year":"2020","author":"Jin","key":"ref10"},{"key":"ref11","doi-asserted-by":"crossref","DOI":"10.18653\/v1\/D19-1259","article-title":"Pubmedqa: A dataset for biomedical research question answering","author":"Jin","year":"2019"},{"article-title":"Ehrnoteqa: An llm benchmark for real-world clinical practice using discharge summaries","year":"2024","author":"Kweon","key":"ref12"},{"key":"ref13","first-page":"74","article-title":"ROUGE: A package for automatic evaluation of summaries","volume-title":"Text Summarization Branches Out","author":"Lin"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3115\/1073083.1073135"},{"issue":"7494","key":"ref15","first-page":"765","article-title":"Improving clinical practice using clinical decision support systems: a systematic review of trials to identify features critical to success","volume-title":"BMJ","volume":"330","author":"Kawamoto","year":"2005"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btz682"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.acl-long.394"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.7326\/0003-4819-150-9-200905050-00006"},{"article-title":"Openbiollms: Advancing open-source large language models for healthcare and life sciences","year":"2024","author":"Ankit Pal","key":"ref19"},{"article-title":"Deepseek-v3 technical report","year":"2025","author":"Liu","key":"ref20"}],"event":{"name":"2025 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2025,6,30]]},"location":"Rome, Italy","end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11227166\/11227148\/11228871.pdf?arnumber=11228871","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:28:40Z","timestamp":1763191720000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11228871\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11228871","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}