• Biomedical Signal & Image Processing
• Brain Image Analysis & Neuroscience
• Artificial Intelligence for Biomedical Science
• Neuroengineering & Rehabilitation
• Biomedical Instrumentation & Healthcare System

Artificial Intelligence (AI) in medicine

Diagnosis of Brain Disorders using Machine Learning

• Feature extraction from brain imaging data
• AI-based automatic diagnosis of brain diseases

Diagnosis of Retina Disease / Rectal Cancer using Deep Learning

• Automatic retinal vessel segmentation in fundus images via convolutional neural network
• Automatic discrimination of rectal cancers using deep convolutional neural network

AI-based Seizure Prediction / Sleep Staging

• EEG-based prediction of epileptic seizures
• Automatic sleep staging & sleep disorder diagnosis from biomedical signals

Brain Research

Brain mapping and Connectomics

• Human brain mapping using fMRI, DTI
• Functional connectivity analysis using brain signals

Brain computer interface (BCI) & EEG Source imaging

• Brain computer interfaces using EEG
• EEG analysis, classification, and source localization

Non-invasive Intracranial Pressure (ICP) Estimation

• Brain hemo-&hydro-dynamics modeling
• Nonlinear state estimation algorithm (e.g.unscented Kalman filter)

Healthcare and Rehabilitation

Healthcare using wearable device (smart-band, driver’s health status monitoring)

• Robust heart rate estimation algorithm
• Nonlinear state estimation algorithm (e.g.unscented Kalman filter)
• Blood pressure, heart rate, respiration rate, fatigue position, etc.

Biomedical Signal Processing

• Motion artifact reduction (adaptive noise cancellation, adaptive comb filtering)
• Heart and respiratory rates estimation, fetal heart rate detection
• Compressed covariance sensing
• Sub-Nyquist sampling

3D Printer / Artificial arm / Exoskeleton

• Development of 3D printed exoskeletons for rehabilitation
• Controlling hand orthosis and prosthesis using EMG signal
• EEG-based brain machine interface

Neuroscience

Optogenetics & Clarity

• Optogenetic stimulation on Alzheimer dementia (AD)
• Find the mechanism of neurodegenerative change
• Find novel target for AD treatment

Multielectrode Array (MEA)

• 32ch Electroencephalogram (EEG) acquisition
• 32ch Electrocorticography (ECoG) acquisitio

Translational Neuroscience

• Animal stereotaxic surgery
• Electroencephalogram (EEG) acquisition
• Neuromodulation (tDCS, optogenetics, etc.)
• Animal models for diseases (Delirium, Dementia, Epilepsy, etc.)