Projects

Research Projects

1. Applications of Machine Learning / Deep Learning in Healthcare:

a. Segmentation and classification of lesions

b. Diagnosis, grading, treatment planning and response assessment of Cancer

c. Using Multiparametric MRI features

2. T1-Perfusion / Dynamic Contrast Enhanced (DCE) MRI

a. Developments of methods/techniques and software tools for data analysis

b. Evaluating clinical potential for:

i. Intracranial mass lesions

ii. Head & Neck Cancer

iii. Breast Cancer

3. Chemical Exchange Saturation Transfer (CEST) MRI

a. Developments of methods/techniques and software tools for data analysis

b. Clinical applications (Diagnosis):

i. Intracranial mass lesions

4. Quantitative Multiparametric MRI (DCE-MRI, Diffusion MRI, SWI MRI, T1, T2, etc.)

a. Developments of methods/techniques, protocols and software tools for data analysis

b. Evaluating clinical potential for:

i. Intracranial mass lesions

ii. Head & Neck Cancer

iii. Breast Cancer

5. Medical Image/Signal Processing and Data Analysis

a. Developments of methods and software tools for

i. Preprocessing

ii. Segmentation

iii. Registration

iv. Quantitation

b. Evaluating Clinical application for:

i. Intracranial mass lesions

ii. Breast Cancer

iii. Osteoarthritis

iv. Liver Fibrosis