Showing 1–20 of 103 results
/ Date/ Name
Jul 24, 2023Attribute Regularized Soft Introspective VAE: Towards Cardiac Attribute Regularization Through MRI DomainsDec 14, 2023Attribute Regularized Soft Introspective Variational Autoencoder for Interpretable Cardiac Disease ClassificationApr 12, 2024Self-Supervised k-Space Regularization for Motion-Resolved Abdominal MRI Using Neural Implicit k-Space RepresentationAug 15, 2018Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact DetectionOct 29, 2018Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learningSep 23, 2019Model-Based and Data-Driven Strategies in Medical Image ComputingOct 11, 2019Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality SegmentationAug 10, 2021The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule DataJun 18, 2021Medical Image Analysis on Left Atrial LGE MRI for Atrial Fibrillation Studies: A ReviewJun 16, 2021AtrialGeneral: Domain Generalization for Left Atrial Segmentation of Multi-Center LGE MRIsSep 22, 2021The Impact of Domain Shift on Left and Right Ventricle Segmentation in Short Axis Cardiac MR ImagesJul 10, 2024Machine Unlearning for Medical ImagingMay 26, 2017Extracting 3D Vascular Structures from Microscopy Images using Convolutional Recurrent NetworksJun 20, 2024Mask the Unknown: Assessing Different Strategies to Handle Weak Annotations in the MICCAI2023 Mediastinal Lymph Node Quantification ChallengeJan 16, 2025PISCO: Self-Supervised k-Space Regularization for Improved Neural Implicit k-Space Representations of Dynamic MRIDec 20, 2024From Model Based to Learned Regularization in Medical Image Registration: A Comprehensive ReviewNov 6, 2025Covariance Descriptors Meet General Vision Encoders: Riemannian Deep Learning for Medical Image ClassificationApr 23, 2019Evaluation of MRI to ultrasound registration methods for brain shift correction: The CuRIOUS2018 ChallengeSep 27, 2024Simulating Dynamic Tumor Contrast Enhancement in Breast MRI using Conditional Generative Adversarial NetworksFeb 24, 2025Motion-Robust T2* Quantification from Gradient Echo MRI with Physics-Informed Deep Learning