Morphometry
Joint Reconstruction and Parcellation of Cortical Surfaces
A Study of Demographic Bias in CNN-based Brain MR Segmentation
Volume is All You Need: Improving Multi-task Multiple Instance Learning for WMH Segmentation and Severity Estimation
Self-Supervised Test-Time Adaptation for Medical Image Segmentation
Accurate Hippocampus Segmentation Based on Self-Supervised Learning with Fewer Labeled Data
Concurrent Ischemic Lesion Age Estimation and Segmentation of CT Brain Using a Transformer-based Network
Weakly Supervised Intracranial Hemorrhage Segmentation using Hierarchical Combination of Attention Maps from a Swin Transformer
Boundary Distance Loss for Intra-/Extra-meatal Segmentation of Vestibular Schwannoma
Neuroimaging Harmonization Using cGANs: Image Similarity Metrics Poorly Predict Cross-protocol Volumetric Consistency
Diagnostics, Aging, and Neurodegeneration
Non-parametric ODE-based Disease Progression Model of Brain Biomarkers in Alzheimer's Disease
Lifestyle Factors that Promote Brain Structural Resilience in Individuals with Genetic Risk Factors for Dementia
Learning Interpretable Regularized Ordinal Models from 3D Mesh Data for Neurodegenerative Disease Staging
Augmenting Magnetic Resonance Imaging with Tabular Features for Enhanced and Interpretable Medial Temporal Lobe Atrophy Prediction
Automatic Lesion Analysis for Increased Efficiency in Outcome Prediction of Traumatic Brain Injury
Autism Spectrum Disorder Classification Based on Interpersonal Neural Synchrony: Can Classification be Improved by Dyadic Neural Biomarkers Using Unsupervised Graph Representation Learning?
fMRI-S4: Learning Short- and Long-range Dynamic fMRI Dependencies Using 1D Convolutions and State Space Models
Data Augmentation via Partial Nonlinear Registration for Brain-age Prediction.