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12/13/2021
Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels
Despite the superior performance of Deep Learning (DL) on numerous segme...
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07/20/2021
3D-StyleGAN: A Style-Based Generative Adversarial Network for Generative Modeling of Three-Dimensional Medical Images
Image synthesis via Generative Adversarial Networks (GANs) of three-dime...
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07/17/2019
Patient-specific Conditional Joint Models of Shape, Image Features and Clinical Indicators
We propose and demonstrate a joint model of anatomical shapes, image fea...
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07/01/2019
Automated Image Registration Quality Assessment Utilizing Deep-learning based Ventricle Extraction in Clinical Data
Registration is a core component of many imaging pipelines. In case of c...
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12/17/2018
Fast Learning-based Registration of Sparse Clinical Images
Deformable registration of clinical scans is a fundamental task for many...
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08/17/2018