projects
Finite element modelling of bone from low-resolution in vivo CT scans
This work focuses on developing a nonlinear Finite Element Analysis (FEA) method for computing bone strength from clinical CT scans evading binary segmentation of bone microstructure from marrow while accounting for bone microstructural distribution.
Collaborators- Dr. Punam K. Saha, Dr. Chamith Rajapakse, Dr. Gregory Chang
Harmonization of CT scans of different resolution using deep learning
This work focuses on developing a deep learning solution for low-to-high-resolution CT image generation which will facilitate data harmonization among multiple CT scanners with different image resolution.
Collaborators- Dr. Punam K. Saha, Dr. Ge Wang
A comparative study of trabecular bone microstructural measures using different CT modalities
This work focuses on evaluating the performance of different CT-based methods of measuring trabecular bone microstructure and understand their relationships with micro-CT based reference values.
Collaborators- Dr. Punam K. Saha, Dr. Örjan Smedby, Dr. Rodrigo Moreno
