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06/27/2023
Meshes Meet Voxels: Abdominal Organ Segmentation via Diffeomorphic Deformations
Abdominal multi-organ segmentation from CT and MRI is an essential prere...
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03/14/2023
HALOS: Hallucination-free Organ Segmentation after Organ Resection Surgery
The wide range of research in deep learning-based medical image segmenta...
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03/17/2022
Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural Networks
The reconstruction of cortical surfaces from brain magnetic resonance im...
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04/23/2021
STRUDEL: Self-Training with Uncertainty Dependent Label Refinement across Domains
We propose an unsupervised domain adaptation (UDA) approach for white ma...
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04/30/2020
Importance Driven Continual Learning for Segmentation Across Domains
The ability of neural networks to continuously learn and adapt to new ta...
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02/25/2020
Recalibrating 3D ConvNets with Project Excite
Fully Convolutional Neural Networks (F-CNNs) achieve state-of-the-art pe...
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06/11/2019