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Adrian Celaya

MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation Framework

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Jul 31, 2024
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Solutions to Elliptic and Parabolic Problems via Finite Difference Based Unsupervised Small Linear Convolutional Neural Networks

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Nov 01, 2023
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FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging Segmentation

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Apr 05, 2023
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A Weighted Normalized Boundary Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation

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Feb 08, 2023
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Inversion of Time-Lapse Surface Gravity Data for Detection of 3D CO$_2$ Plumes via Deep Learning

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Sep 06, 2022
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Correlation between image quality metrics of magnetic resonance images and the neural network segmentation accuracy

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Nov 01, 2021
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PocketNet: A Smaller Neural Network for 3D Medical Image Segmentation

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Apr 21, 2021
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