3 papers
stat.AP2022
Synthesizing longitudinal cortical thickness estimates with a flexible and hierarchical multivariate measurement-error model
Jesse W. Birchfield, Nicholas J. Tustison, Andrew J. Holbrook
MRI-based entorhinal cortical thickness (eCT) measurements predict cognitive decline in Alzheimer's disease (AD) with low cost and minimal invasiveness. Two prominent imaging parad…
stat.ML2020
Interpretable, similarity-driven multi-view embeddings from high-dimensional biomedical data
Brian B. Avants, Nicholas J. Tustison, James R. Stone
Similarity-driven multi-view linear reconstruction (SiMLR) is an algorithm that exploits inter-modality relationships to transform large scientific datasets into smaller, more well…
cs.CV2018
Brain Tumor Segmentation using an Ensemble of 3D U-Nets and Overall Survival Prediction using Radiomic Features
Xue Feng, Nicholas Tustison, Craig Meyer
Accurate segmentation of different sub-regions of gliomas including peritumoral edema, necrotic core, enhancing and non-enhancing tumor core from multimodal MRI scans has important…