fig4
![Advancing cardiovascular disease prediction: portable or wearable devices for automatic and rapid blood sample collection for biomarker detection with simultaneous physiological marker measurement](https://image.oaes.cc/ffe40637-eea9-4ceb-b6d9-123438532124/chatmed2004.fig.4.jpg)
Figure 4. AI empowered integration of biomarkers and physiological makers for CVD prediction and health management, using the framework[22] of convolutional neural network (CNN), fully convolutional network (FCN), and principal component analysis network (PCANet) as examples.