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Left Atrial and Scar Quantification and Segmentation

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Cover of 'Left Atrial and Scar Quantification and Segmentation'

Table of Contents

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    Book Overview
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    Chapter 1 LASSNet: A Four Steps Deep Neural Network for Left Atrial Segmentation and Scar Quantification
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    Chapter 2 Multi-depth Boundary-Aware Left Atrial Scar Segmentation Network
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    Chapter 3 Self Pre-training with Single-Scale Adapter for Left Atrial Segmentation
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    Chapter 4 UGformer for Robust Left Atrium and Scar Segmentation Across Scanners
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    Chapter 5 Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-Focused nnU-Net
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    Chapter 6 Two Stage of Histogram Matching Augmentation for Domain Generalization: Application to Left Atrial Segmentation
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    Chapter 7 Sequential Segmentation of the Left Atrium and Atrial Scars Using a Multi-scale Weight Sharing Network and Boundary-Based Processing
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    Chapter 8 LA-HRNet: High-Resolution Network for Automatic Left Atrial Segmentation in Multi-center LEG MRI
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    Chapter 9 Edge-Enhanced Feature Guided Joint Segmentation of Left Atrial and Scars in LGE MRI Images
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    Chapter 10 TESSLA: Two-Stage Ensemble Scar Segmentation for the Left Atrium
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    Chapter 11 Deep U-Net Architecture with Curriculum Learning for Left Atrial Segmentation
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    Chapter 12 Cross-Domain Segmentation of Left Atrium Based on Multi-scale Decision Level Fusion
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    Chapter 13 Using Polynomial Loss and Uncertainty Information for Robust Left Atrial and Scar Quantification and Segmentation
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    Chapter 14 Automated Segmentation of the Left Atrium and Scar Using Deep Convolutional Neural Networks
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    Chapter 15 Automatic Semi-supervised Left Atrial Segmentation Using Deep-Supervision 3DResUnet with Pseudo Labeling Approach for LAScarQS 2022 Challenge
Attention for Chapter 15: Automatic Semi-supervised Left Atrial Segmentation Using Deep-Supervision 3DResUnet with Pseudo Labeling Approach for LAScarQS 2022 Challenge
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Chapter title
Automatic Semi-supervised Left Atrial Segmentation Using Deep-Supervision 3DResUnet with Pseudo Labeling Approach for LAScarQS 2022 Challenge
Chapter number 15
Book title
Left Atrial and Scar Quantification and Segmentation
Published by
Springer, Cham, January 2023
DOI 10.1007/978-3-031-31778-1_15
Book ISBNs
978-3-03-131777-4, 978-3-03-131778-1
Authors

Mazher, Moona, Qayyum, Abdul, Abdel-Nasser, Mohamed, Puig, Domenec

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