Understanding Your Risk for Diabetes
Learn more about your risk for diabetes using AI
- AI powered model
- Trained with real patient data from the CDC
- Can also find resources to guide your healthcare journey
What to ask:
If you’re wondering what kind of things you should ask the chat bot, here’s some examples below…
“What is my risk for Diabetes?”
…or something like this:
“I would like to learn more about Diabetes.”
These are some great ways to get the conversation going.
About the Diabetes Risk Chatbot
Data used in the trained chat bot was collected by the CDC in a survey conducted by phone interview in 2015
Accessed through the UC Irvine Machine Learning Repository and Kaggle
Each row represents a individual person participating in the study
Current Issues with Diabetes Diagnosis and Prevention
We wanted to highlight the main issues that the chatbot helps solve and improve the overall healthcare experience.
Under Diagnoses
Many individuals with diabetes are undiagnosed or diagnosed late in the disease progression, leading to delayed intervention and increased risk of complications (Fang et al, 2022)
Inaccurate Screening Methods
Current screening methods for diabetes, such as fasting blood glucose tests and oral glucose tolerance tests, may not always detect the disease early or accurately (Lakshmi et al, 2020)
Low Patient Engagement
Encouraging individuals to seek out diabetes screening and engage in prevention efforts can be challenging
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