This myheAIlth application is meant to be a general purpose utility for collecting, processing and preparing your biometric data from a variety of sources.

At present it is configure around collecting data from:

Glucose Continuous Monitor Libre

Glucose Reader Contour

a manual log that has additional data points

The functionality is grouped in four (4) web pages dedicated a specific step of the workflow as follows:

Data Prep: Data collected from various standardized vendor applications and a log of free form entries is managed on this page. At present, export files generated by the Libre3 and Contour glucose readers can be uploaded onto dedicated 'Core Data' tables. A separate Manual Log supports manual recording of glucose readings, blood pressure readings, medication and a free form 'Notes' for food intake.

A Carbs Chart reference table is supported as a lookup reference of nutrient data for food items recorded in the free form Note fields.

Data Process: The data collected on the various 'Core Data' can be refined for processing in two stages:

Glucose and Carbohydrate values are collated from the Core Data tables onto the respective AIGlucose and AICarbs tables; in the case of Carbohydrate values, the Carb Chart is used as a reference table to derive the nutrient values

The values from the AIGlucose and AICarbs tables are cross referenced to each other then reformatted into schemas that can be used in statistical regression applications.

Data Regression: The prepared data can be processed with a time series simple-linear-regression (SLR) using the open source Statmodel library. Visual charts of the collated and regression values can be accessed.

Data Analysis: Analytics are provided for various aspects of the data processing cycle.