Arameters estimation for brain tumor growth modeling
Learning-Guided Infinite Network Atlas Selection for Predicting Longitudinal Brain Network Evolution from a Single Observation
Deep Probabilistic Modeling of Glioma Growth
Surface-Volume Consistent Construction of Longitudinal Atlases for the Early Developing Brains
Variational Autoencoder for Regression: Application to Brain Aging Analysis
Early Development of Infant Brain Complex Network
Revealing Developmental Regionalization of Infant Cerebral Cortex Based on Multiple Cortical Properties
Continually Modeling Alzheimer's Disease Progression via Deep Multi-Order Preserving Weight Consolidation
Disease Knowledge Transfer across Neurodegenerative Diseases i-supervised 3D Left Atrium Segmentation
MSU-Net: Multiscale Statistical U-Net for Real-time 3D Cardiac MRI Video Segmentation
The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN
Cardiac MRI Segmentation with Strong Anatomical Guarantees
Decompose-and-Integrate Learning for Multi-class Segmentation in Medical Images
Missing Slice Imputation in Population CMR Imaging via Conditional Generative Adversarial Nets
Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks
Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation
Recurrent Aggregation Learning for Multi-View Echocardiographic Sequences Segmentation
Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks
Dual-view Joint Estimation of Left Ventricular Ejection Fraction with Uncertainty Modelling in Echocardiograms
Frame Rate Up-Conversion in Echocardiography Using a Conditioned Variational Autoencoder and Generative Adversarial Model
Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images
DeepAAA: clinically applicable and generalizable detection of abdominal aortic aneurysm using deep learning
Texture-based classification of significant stenosis in CCTA multi-view images of coronary arteries
Fourier Spectral Dynamic Data Assimilation: Interlacing CFD with 4D flow MRI
Quality Control-Driven Image Segmentation Towards Reliable Automatic Image Analysis in Large-Scale Cardiovascular Magnetic Resonance Aortic Cine Imaging
HFA-Net: 3D Cardiovascular Image Segmentation with Asymmetrical Pooling and Content-Aware Fusion
Spectral CT based training dataset generation and augmentation for conventional CT vascular segmentation
Context-Aware Inductive Bias Learning for Vessel Border Detection in Multi-modal Intracoronary Imaging
Growth, Development, Atrophy and Progression
Neural p.