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Ali Gooya

CardioMorphNet: Cardiac Motion Prediction Using a Shape-Guided Bayesian Recurrent Deep Network

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Aug 28, 2025
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FractMorph: A Fractional Fourier-Based Multi-Domain Transformer for Deformable Image Registration

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Aug 17, 2025
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Deep-Motion-Net: GNN-based volumetric organ shape reconstruction from single-view 2D projections

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Jul 09, 2024
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An End-to-End Deep Learning Generative Framework for Refinable Shape Matching and Generation

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Mar 10, 2024
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Weakly-supervised learning for image-based classification of primary melanomas into genomic immune subgroups

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Feb 23, 2022
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Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework

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Aug 27, 2019
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High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort

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Jan 10, 2019
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Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging with Fisher-Discriminative 3D CNN

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Nov 08, 2018
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Leveraging Transfer Learning for Segmenting Lesions and their Attributes in Dermoscopy Images

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Sep 23, 2018
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Nuclei Detection Using Mixture Density Networks

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Aug 22, 2018
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