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Presentation - Coggle Diagram
Presentation
Issue
T2DM
Lifestyle
Blood Sugar
HBA1c
< 48 mmol
Reversal
48 mmol
Take Action
Use AI/ML
Model
CNN
Time series
CGM
Photoplethysmography
Diet
Stress Level
Exercise
Step count
Personalise
Main Issues
Data
Scarcity of Data
Difficult to get Training Data
Ethical Issues
Storage of Data
Sensorkit
Lengthy Application
API issues
Algorithm
CNN
LSTM
Software
Keras
Tensorflow
Pytorch
Julia
Flux
Lux
MLJ
Digital Human
Message Passing
Server Software
Not compatible with Julia
Resource Intensive
Problem in Creating Digital Humans and connecting