Unsupervised machine learning algorithms without human input can find previously unknown features which predict patient outcomes
Automatic segmentation for glomerulus microstructures
Prediction of psuedoprogression on GBM patients
Convolutional Neural Network + Recurrent Neural Netowrk
Radiomics Feature Robustness as measured using an MRI Phantom
More than 20 projects related to Deep Learning, Machine Learning, Radiomics and advanced image analysis techniques on conventional and advanced MRI, PET, and CT images.