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Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention

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Cover of 'Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention'

Table of Contents

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    Book Overview
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    Chapter 1 Comparison of Active Learning Strategies Applied to Lung Nodule Segmentation in CT Scans
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    Chapter 2 Robust Registration of Statistical Shape Models for Unsupervised Pathology Annotation
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    Chapter 3 XiangyaDerm: A Clinical Image Dataset of Asian Race for Skin Disease Aided Diagnosis
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    Chapter 4 Data Augmentation Based on Substituting Regional MRIs Volume Scores
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    Chapter 5 Weakly Supervised Segmentation from Extreme Points
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    Chapter 6 Exploring the Relationship Between Segmentation Uncertainty, Segmentation Performance and Inter-observer Variability with Probabilistic Networks
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    Chapter 7 DeepIGeoS-V2: Deep Interactive Segmentation of Multiple Organs from Head and Neck Images with Lightweight CNNs
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    Chapter 8 The Role of Publicly Available Data in MICCAI Papers from 2014 to 2018
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    Chapter 9 Hardware Acceleration of Persistent Homology Computation
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    Chapter 10 Deep Compressed Pneumonia Detection for Low-Power Embedded Devices
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    Chapter 11 D3MC: A Reinforcement Learning Based Data-Driven Dyna Model Compression
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    Chapter 12 An Analytical Method of Automatic Alignment for Electron Tomography
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    Chapter 13 U-Net Fixed-Point Quantization for Medical Image Segmentation
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    Chapter 14 Registration of Ultrasound Volumes Based on Euclidean Distance Transform
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    Chapter 15 Landmark-Based Evaluation of a Block-Matching Registration Framework on the RESECT Pre- and Intra-operative Brain Image Data Set
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    Chapter 16 Comparing Deep Learning Strategies and Attention Mechanisms of Discrete Registration for Multimodal Image-Guided Interventions
Attention for Chapter 4: Data Augmentation Based on Substituting Regional MRIs Volume Scores
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Chapter title
Data Augmentation Based on Substituting Regional MRIs Volume Scores
Chapter number 4
Book title
Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention
Published by
Springer, Cham, October 2019
DOI 10.1007/978-3-030-33642-4_4
Pubmed ID
Book ISBNs
978-3-03-033641-7, 978-3-03-033642-4
Authors

Tuo Leng, Qingyu Zhao, Chao Yang, Zhufu Lu, Ehsan Adeli, Kilian M. Pohl, Leng, Tuo, Zhao, Qingyu, Yang, Chao, Lu, Zhufu, Adeli, Ehsan, Pohl, Kilian M.

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 5 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 5 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 1 20%
Other 1 20%
Student > Master 1 20%
Unknown 2 40%
Readers by discipline Count As %
Computer Science 2 40%
Social Sciences 1 20%
Unknown 2 40%