A Novel Algorithm for the Design of Ketogenic Meals

G. Lanzola, F. Pellegrino, C. Ferraris, S. Quaglini
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Abstract

Introduction: The authors previously developed Ketty as a smartphone app for Ketogenic Diet patients. Ketty includes a food intake diary and a parameters monitoring section that allows the clinical staff to remotely oversee patients. In this work we describe a companion tool that has been implemented for empowering those patients in designing tasty meals. Methods: We used the Banca Dati Alimenti (BDA) provided by the Istituto Europeo di Oncologia as the source for the nutrition facts of the food ingredients and The Meal Db which is publicly available on the Internet as a source of recipes. We designed an algorithm for reshaping available recipes making them compliant with the dietary prescription.Results: A first standalone prototype written in Java has been implemented importing data from the BDA and interfacing through a Web Service with The Meal DB database. When a target prescription is provided in terms of lipids, carbohydrates and proteins, the algorithm first proposes a set of recipes to work with and then reshapes the selected one solving the planning meal problem.Conclusions: The prototype is be able to create recipes matching very closely the target provided and preserving their tastiness. We are planning to set up a formal validation study for the prototype and to integrate it into Ketty.
一种新的生酮餐设计算法
作者之前开发了Ketty作为生酮饮食患者的智能手机应用程序。凯蒂包括一个食物摄入日记和一个参数监控部分,允许临床工作人员远程监督病人。在这项工作中,我们描述了一个配套的工具,已经实施授权这些病人在设计美味的饭菜。方法:我们使用欧洲肿瘤研究所提供的BDA (Banca Dati Alimenti)作为食品成分营养成分的来源,并使用互联网上公开的膳食数据库作为食谱来源。我们设计了一个算法来重塑现有的食谱,使它们符合饮食处方。结果:第一个用Java编写的独立原型已经实现,从BDA导入数据,并通过Web服务与Meal DB数据库进行接口。当提供了关于脂类、碳水化合物和蛋白质的目标处方时,该算法首先提出一组食谱,然后对选定的食谱进行重塑,以解决计划膳食问题。结论:该原型能够制作出与所提供的目标非常接近的配方,并保持其美味。我们正计划为原型建立一个正式的验证研究,并将其整合到凯蒂身上。
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