ERD

DeepMesh: Mesh-based Cardiac Motion Tracking using Deep Learning

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

Periodic Reporting for period 2 - Deep4MI (Deep Learning for Medical Imaging: Learning Clinically Useful Information fro...

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

Self-Supervised Motion-Corrected Image Reconstruction Network for 4D Magnetic Resonance Imaging of the Body Trunk

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

Causality-inspired Single-source Domain Generalization for Medical Image Segmentation

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

Body Fat Estimation from Surface Meshes Using Graph Neural Networks.

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

Neural Implicit k-Space for Binning-Free Non-Cartesian Cardiac MR Imaging

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

Differentially Private Graph Neural Networks for Whole-Graph Classification

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

Propagation and Attribution of Uncertainty in Medical Imaging Pipelines

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

Learning-Based and Unrolled Motion-Compensated Reconstruction for Cardiac MR CINE Imaging

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

Unrolled and rapid motion-compensated reconstruction for cardiac CINE MRI

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

Global k-Space Interpolation for Dynamic MRI Reconstruction Using Masked Image Modeling

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

Exploiting Segmentation Labels and Representation Learning to Forecast Therapy Response of PDAC Patients

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

Efficient Image Registration Network for Non-Rigid Cardiac Motion Estimation

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

Enhancing MR image segmentation with realistic adversarial data augmentation

Project: Deep4MI

Updated at: 27-04-2024

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Project acronym Deep4MI

Resources

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DeepMesh: Mesh-based Cardiac Motion Tracking using Deep Learning

Periodic Reporting for period 2 - Deep4MI (Deep Learning for Medical Imaging: Learning Clinically Useful Information fro...

Self-Supervised Motion-Corrected Image Reconstruction Network for 4D Magnetic Resonance Imaging of the Body Trunk

Causality-inspired Single-source Domain Generalization for Medical Image Segmentation

Body Fat Estimation from Surface Meshes Using Graph Neural Networks.

Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations

Neural Implicit k-Space for Binning-Free Non-Cartesian Cardiac MR Imaging

Differentially Private Graph Neural Networks for Whole-Graph Classification

Propagation and Attribution of Uncertainty in Medical Imaging Pipelines

CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy

Learning-Based and Unrolled Motion-Compensated Reconstruction for Cardiac MR CINE Imaging

Unrolled and rapid motion-compensated reconstruction for cardiac CINE MRI

CortexODE: Learning Cortical Surface Reconstruction by Neural ODEs

Global k-Space Interpolation for Dynamic MRI Reconstruction Using Masked Image Modeling

Exploiting Segmentation Labels and Representation Learning to Forecast Therapy Response of PDAC Patients

Efficient Image Registration Network for Non-Rigid Cardiac Motion Estimation

Enhancing MR image segmentation with realistic adversarial data augmentation