Modelling the Relationship Between Structural and Functional Connectomes
This study evaluates linear models that predict functional brain connectivity from structural connectivity, using data from diffusion MRI and resting-state fMRI. By incorporating higher-order indirect structural pathways and applying LASSO regularization, the models achieve improved predictive performance, demonstrating a stronger link between brain structure and function.
Mar, 2019
Multiple Anatomical Structure Recognition in Fetal Ultrasound Images
This machine learning study develops convolutional neural networks (CNNs) to classify fetal ultrasound images into anatomical regions, achieving a high testing accuracy of 87.81% through data augmentation and hyperparameter optimization.
Feb, 2019
Bone Implant Design
This project proposes a novel fixation system for complex femoral fractures in osteoporotic patients, combining an inflatable intramedullary nail and an expanding, cementing lag screw—both made from bioresorbable PLA/phosphate glass composite.
Feb, 2018