Intelligent Platform for the Analysis of Drug Leaflets Using NLP Techniques

M. Dascalu, Ionut Cristian Paraschiv, Bogdan-Ioan Nicula, M. Dascalu, Stefan Trausan-Matu, A. Nuta
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引用次数: 2

Abstract

Leaflets are one of the most straightforward methods for obtaining details regarding how to administer drugs, their composition, warnings, or precautions in their usage. However, they are many times cluttered with information, making them hard to understand by people. At the same time, the provided indications are frequently either too specific or too broad, thus making their understanding even more difficult. This paper presents the architecture and the prototype of an intelligent platform for drug administration with the following key functionalities: adding specific medications to user’s profile, searching for potential contraindications or side effects, and defining alerts of drug administration in the provided calendar, based on the physician’s prescription. The platform aggregates leaflets from two sources (Biofarm and HelpNet) using Natural Language Processing (NLP) techniques tailored for Romanian language and provides full-text search via Elasticsearch. A friendly mobile application, available for IOS and Android devices, as well as in web browsers, was developed to improve users’ healthcare and ensure self-education.
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基于NLP技术的药物单张分析智能平台
传单是获得有关如何给药、其成分、警告或使用注意事项的详细信息的最直接的方法之一。然而,它们经常被信息所干扰,使得人们很难理解它们。同时,所提供的指示往往过于具体或过于宽泛,从而使他们的理解更加困难。本文介绍了一个药物管理智能平台的架构和原型,该平台具有以下关键功能:在用户的个人资料中添加特定的药物,搜索潜在的禁忌症或副作用,并根据医生的处方在提供的日历中定义药物管理警报。该平台使用为罗马尼亚语量身定制的自然语言处理(NLP)技术,从两个来源(Biofarm和HelpNet)收集传单,并通过Elasticsearch提供全文搜索。开发了一个友好的移动应用程序,可用于IOS和Android设备以及web浏览器,以改善用户的医疗保健并确保自我教育。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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