Trustworthy AI for medicine

We develop human-centered AI system in healthcare. Medical images (e.g., MRI, CT, and X-ray) , signals (e.g., EEG and MEG), and EHR were included for clinical prediction.

Can we take a photo and have the immediate diagnosis on CXR?

Brain encoding and decoding

We investigate how does human brain encode information and applied machine learning algorithm to decode the brain activity patterns.

How do we recognize faces in the brain?

Human-machine interaction

We concentrate on improving the user experience by neural feedback.

Can we learn more efficiently?

Computational neuroscience

We develop statistical and computational methods for neuroscience research.

Auto-segment of human brain based on neurotransmitter receptors.

Neuroscience-inspired modeling

We design deep learning models based on the mechanism of human perception.

Transfer image recognition pathway from human to machine.

Human-centered device

We continue to innovate intelligent design toward well-being.

A brain-sensing fragrance diffuser using EEG