MedWriter:人工智能系统的设计,用于自动生成医院出院或转移信。

Q3 Medicine
Jonathan Montomoli, Simone Iannaccone, Sergio Russo, Albenzo Coletta, Onofrio Cappucci, Mariano Folla, Valerio Placidi, Emanuele Frontoni, Francesco Giuliani
{"title":"MedWriter:人工智能系统的设计,用于自动生成医院出院或转移信。","authors":"Jonathan Montomoli, Simone Iannaccone, Sergio Russo, Albenzo Coletta, Onofrio Cappucci, Mariano Folla, Valerio Placidi, Emanuele Frontoni, Francesco Giuliani","doi":"10.1701/4573.45785","DOIUrl":null,"url":null,"abstract":"<p><p>The MedWriter project aims to create an AI-based clinical decision support system for automated discharge letter generation. Co-funded through Italian Sustainable Growth Fund and the EU, the project will utilize 1.3M patient records from HL7/FHIR-compliant SISWEB platform. The system will employ hybrid neural architectures including CNNs, transformers, and reinforcement learning for accurate clinical narrative synthesis.</p>","PeriodicalId":20887,"journal":{"name":"Recenti progressi in medicina","volume":"116 10","pages":"581-582"},"PeriodicalIF":0.0000,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"MedWriter: progettazione di un sistema di intelligenza artificiale per la generazione automatizzata di lettera di dimissione ospedaliera o trasferimento.\",\"authors\":\"Jonathan Montomoli, Simone Iannaccone, Sergio Russo, Albenzo Coletta, Onofrio Cappucci, Mariano Folla, Valerio Placidi, Emanuele Frontoni, Francesco Giuliani\",\"doi\":\"10.1701/4573.45785\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The MedWriter project aims to create an AI-based clinical decision support system for automated discharge letter generation. Co-funded through Italian Sustainable Growth Fund and the EU, the project will utilize 1.3M patient records from HL7/FHIR-compliant SISWEB platform. The system will employ hybrid neural architectures including CNNs, transformers, and reinforcement learning for accurate clinical narrative synthesis.</p>\",\"PeriodicalId\":20887,\"journal\":{\"name\":\"Recenti progressi in medicina\",\"volume\":\"116 10\",\"pages\":\"581-582\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Recenti progressi in medicina\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1701/4573.45785\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Recenti progressi in medicina","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1701/4573.45785","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0

摘要

MedWriter项目旨在创建一个基于人工智能的临床决策支持系统,用于自动生成出院信。该项目由意大利可持续增长基金和欧盟共同资助,将利用来自符合HL7/ fhir标准的SISWEB平台的130万例患者记录。该系统将采用混合神经架构,包括cnn、变压器和强化学习,以实现准确的临床叙事合成。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
MedWriter: progettazione di un sistema di intelligenza artificiale per la generazione automatizzata di lettera di dimissione ospedaliera o trasferimento.

The MedWriter project aims to create an AI-based clinical decision support system for automated discharge letter generation. Co-funded through Italian Sustainable Growth Fund and the EU, the project will utilize 1.3M patient records from HL7/FHIR-compliant SISWEB platform. The system will employ hybrid neural architectures including CNNs, transformers, and reinforcement learning for accurate clinical narrative synthesis.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Recenti progressi in medicina
Recenti progressi in medicina Medicine-Medicine (all)
CiteScore
0.90
自引率
0.00%
发文量
143
期刊介绍: Giunta ormai al sessantesimo anno, Recenti Progressi in Medicina continua a costituire un sicuro punto di riferimento ed uno strumento di lavoro fondamentale per l"ampliamento dell"orizzonte culturale del medico italiano. Recenti Progressi in Medicina è una rivista di medicina interna. Ciò significa il recupero di un"ottica globale e integrata, idonea ad evitare sia i particolarismi della informazione specialistica sia la frammentazione di quella generalista.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信