Floe SalivaData-AI: Develop a machine learning platform which personalises actionable health insight reports from consumer salivary biomarkers.

Floe是一家成立于2020年的健康科技公司，旨在解决英国的牙齿健康危机。Floe的目标是成为预防性牙齿健康的全球类别领导者，提供全方位的订阅服务，包括电动和手动牙刷、牙线、各种牙膏，最重要的是每季度进行一次唾液生物标记物测试，以突出潜在问题并显示口腔健康的改善。虽然唾液生物标记物种类繁多，Floe可以在其专有实验室对其进行分析，但该领域仍处于起步阶段，很难解释这些生物标记物之间的相互作用。因此，该项目旨在开发一个人工智能系统，该系统从现有的专有健康数据、唾液生物标记物、牙科临床记录和问卷数据中学习，并能够理解信息、识别模式，并为用户和他们的牙医产生可操作的见解和图形，以促进更好的口腔健康，从而促进整体健康。

Floe is a health tech company founded in 2020 to address the UK's dental health crisis. Floe's aim is to become the global category leader for preventative dental health using a holistic subscription service including electric and manual toothbrushes, flosses, various toothpastes and most importantly a quarterly salivary biomarker test highlighting potential issues and showing improvements in oral health.While a large variety of salivary biomarkers exist, and Floe can analyse them in its proprietary laboratory, the field is still nascent and interpretation of the interplay of those biomarkers is difficult. Hence this project aims to develop an AI system that learns from existing proprietary health data, salivary biomarkers, dental clinical records and questionnaire data and is able to understand the information, recognise patterns, and produce actionable insights and graphics for users and their dentists, that will facilitate better oral and thus general health.