The Associazione Medici Diabetologi (AMD) collects and manages one of the largest worldwide-available collections of diabetic patient records, also known as the AMD database. This paper presents the initial results of an ongoing project whose focus is the application of Artificial Intelligence and Machine Learning techniques for conceptualizing, cleaning, and analyzing such an important and valuable dataset, with the goal of providing predictive insights to better support diabetologists in their diagnostic and therapeutic choices.

翻译：糖尿病人医学协会收集和管理全世界最大的糖尿病人病记录收藏之一,又称糖尿病人数据库,本文件介绍正在进行的项目的初步结果,该项目的重点是应用人工智能和机器学习技术来构思、清理和分析如此重要和宝贵的数据集,目的是提供预测性洞察力,更好地支持糖尿病人诊断和治疗选择。