IDEA Lab at School of BME in ShanghaiTech University is exploring the following directions of research:
- Neuroimaging
and neuroscience
Developing novel image analysis tools, including image registration, segmentation, and classification, for quantification of brain imaging data with applications to early brain development, aging, and disorders.
- Cancer-related research
Doing multi-modal image-based diagnosis, image-guided treatment, and therapy assessment on breast cancer, prostate cancer, brain tumor and other cancers.
- Next-generation image acquisition
Investigating novel AI-enabled computational methods for next-generation imaging scanners, including fast MR imaging, low-dose CT imaging, low-dose PET imaging, and image quality enhancement.