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Shireen Elhabian

HAMIL-QA: Hierarchical Approach to Multiple Instance Learning for Atrial LGE MRI Quality Assessment

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Jul 09, 2024
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Point2SSM++: Self-Supervised Learning of Anatomical Shape Models from Point Clouds

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May 15, 2024
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Weakly Supervised Bayesian Shape Modeling from Unsegmented Medical Images

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May 15, 2024
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Two-Stage Deep Learning Framework for Quality Assessment of Left Atrial Late Gadolinium Enhanced MRI Images

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Oct 13, 2023
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Progressive DeepSSM: Training Methodology for Image-To-Shape Deep Models

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Oct 02, 2023
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MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision

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Sep 12, 2023
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ADASSM: Adversarial Data Augmentation in Statistical Shape Models From Images

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Jul 10, 2023
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To pretrain or not to pretrain? A case study of domain-specific pretraining for semantic segmentation in histopathology

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Jul 06, 2023
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Point2SSM: Learning Morphological Variations of Anatomies from Point Cloud

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May 23, 2023
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Mesh2SSM: From Surface Meshes to Statistical Shape Models of Anatomy

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May 13, 2023
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