↓ Skip to main content
What is this page? Embed badge

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019

Overview of attention for book
Cover of 'Medical Image Computing and Computer Assisted Intervention – MICCAI 2019'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation
  3. Altmetric Badge
    Chapter 2 Comparative Evaluation of Hand-Engineered and Deep-Learned Features for Neonatal Hip Bone Segmentation in Ultrasound
  4. Altmetric Badge
    Chapter 3 Unsupervised Quality Control of Image Segmentation Based on Bayesian Learning
  5. Altmetric Badge
    Chapter 4 One Network to Segment Them All: A General, Lightweight System for Accurate 3D Medical Image Segmentation
  6. Altmetric Badge
    Chapter 5 ‘Project & Excite’ Modules for Segmentation of Volumetric Medical Scans
  7. Altmetric Badge
    Chapter 6 Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation
  8. Altmetric Badge
    Chapter 7 Learning Cross-Modal Deep Representations for Multi-Modal MR Image Segmentation
  9. Altmetric Badge
    Chapter 8 Extreme Points Derived Confidence Map as a Cue for Class-Agnostic Interactive Segmentation Using Deep Neural Network
  10. Altmetric Badge
    Chapter 9 Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation
  11. Altmetric Badge
    Chapter 10 Instance Segmentation from Volumetric Biomedical Images Without Voxel-Wise Labeling
  12. Altmetric Badge
    Chapter 11 Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory and Practice
  13. Altmetric Badge
    Chapter 12 Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation
  14. Altmetric Badge
    Chapter 13 HD-Net: Hybrid Discriminative Network for Prostate Segmentation in MR Images
  15. Altmetric Badge
    Chapter 14 PHiSeg: Capturing Uncertainty in Medical Image Segmentation
  16. Altmetric Badge
    Chapter 15 Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data
  17. Altmetric Badge
    Chapter 16 Supervised Uncertainty Quantification for Segmentation with Multiple Annotations
  18. Altmetric Badge
    Chapter 17 3D Tiled Convolution for Effective Segmentation of Volumetric Medical Images
  19. Altmetric Badge
    Chapter 18 Hyper-Pairing Network for Multi-phase Pancreatic Ductal Adenocarcinoma Segmentation
  20. Altmetric Badge
    Chapter 19 Statistical Intensity- and Shape-Modeling to Automate Cerebrovascular Segmentation from TOF-MRA Data
  21. Altmetric Badge
    Chapter 20 Segmentation of Vessels in Ultra High Frequency Ultrasound Sequences Using Contextual Memory
  22. Altmetric Badge
    Chapter 21 Accurate Esophageal Gross Tumor Volume Segmentation in PET/CT Using Two-Stream Chained 3D Deep Network Fusion
  23. Altmetric Badge
    Chapter 22 Mixed-Supervised Dual-Network for Medical Image Segmentation
  24. Altmetric Badge
    Chapter 23 Fully Automated Pancreas Segmentation with Two-Stage 3D Convolutional Neural Networks
  25. Altmetric Badge
    Chapter 24 Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation
  26. Altmetric Badge
    Chapter 25 Automatic Segmentation of Muscle Tissue and Inter-muscular Fat in Thigh and Calf MRI Images
  27. Altmetric Badge
    Chapter 26 Resource Optimized Neural Architecture Search for 3D Medical Image Segmentation
  28. Altmetric Badge
    Chapter 27 Radiomics-guided GAN for Segmentation of Liver Tumor Without Contrast Agents
  29. Altmetric Badge
    Chapter 28 Liver Segmentation in Magnetic Resonance Imaging via Mean Shape Fitting with Fully Convolutional Neural Networks
  30. Altmetric Badge
    Chapter 29 Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation
  31. Altmetric Badge
    Chapter 30 Automatic Segmentation of Vestibular Schwannoma from T2-Weighted MRI by Deep Spatial Attention with Hardness-Weighted Loss
  32. Altmetric Badge
    Chapter 31 Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation
  33. Altmetric Badge
    Chapter 32 Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation
  34. Altmetric Badge
    Chapter 33 3D U $$^2$$ -Net: A 3D Universal U-Net for Multi-domain Medical Image Segmentation
  35. Altmetric Badge
    Chapter 34 Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation
  36. Altmetric Badge
    Chapter 35 Multi-resolution Path CNN with Deep Supervision for Intervertebral Disc Localization and Segmentation
  37. Altmetric Badge
    Chapter 36 Automatic Paraspinal Muscle Segmentation in Patients with Lumbar Pathology Using Deep Convolutional Neural Network
  38. Altmetric Badge
    Chapter 37 Constrained Domain Adaptation for Segmentation
  39. Altmetric Badge
    Chapter 38 Image-and-Spatial Transformer Networks for Structure-Guided Image Registration
  40. Altmetric Badge
    Chapter 39 Probabilistic Multilayer Regularization Network for Unsupervised 3D Brain Image Registration
  41. Altmetric Badge
    Chapter 40 A Deep Learning Approach to MR-less Spatial Normalization for Tau PET Images
  42. Altmetric Badge
    Chapter 41 TopAwaRe: Topology-Aware Registration
  43. Altmetric Badge
    Chapter 42 Multimodal Data Registration for Brain Structural Association Networks
  44. Altmetric Badge
    Chapter 43 Dual-Stream Pyramid Registration Network
  45. Altmetric Badge
    Chapter 44 A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration
  46. Altmetric Badge
    Chapter 45 Conditional Segmentation in Lieu of Image Registration
  47. Altmetric Badge
    Chapter 46 On the Applicability of Registration Uncertainty
  48. Altmetric Badge
    Chapter 47 DeepAtlas: Joint Semi-supervised Learning of Image Registration and Segmentation
  49. Altmetric Badge
    Chapter 48 Linear Time Invariant Model Based Motion Correction (LiMo-MoCo) of Dynamic Radial Contrast Enhanced MRI
  50. Altmetric Badge
    Chapter 49 Incompressible Image Registration Using Divergence-Conforming B-Splines
  51. Altmetric Badge
    Chapter 50 Direct Quantification for Coronary Artery Stenosis Using Multiview Learning
  52. Altmetric Badge
    Chapter 51 Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization
  53. Altmetric Badge
    Chapter 52 Discriminative Coronary Artery Tracking via 3D CNN in Cardiac CT Angiography
  54. Altmetric Badge
    Chapter 53 Whole Heart and Great Vessel Segmentation in Congenital Heart Disease Using Deep Neural Networks and Graph Matching
  55. Altmetric Badge
    Chapter 54 Harmonic Balance Techniques in Cardiovascular Fluid Mechanics
  56. Altmetric Badge
    Chapter 55 Deep Learning Within a Priori Temporal Feature Spaces for Large-Scale Dynamic MR Image Reconstruction: Application to 5-D Cardiac MR Multitasking
  57. Altmetric Badge
    Chapter 56 k - t NEXT: Dynamic MR Image Reconstruction Exploiting Spatio-Temporal Correlations
  58. Altmetric Badge
    Chapter 57 Model-Based Reconstruction for Highly Accelerated First-Pass Perfusion Cardiac MRI
  59. Altmetric Badge
    Chapter 58 Learning Shape Priors for Robust Cardiac MR Segmentation from Multi-view Images
  60. Altmetric Badge
    Chapter 59 Right Ventricle Segmentation in Short-Axis MRI Using a Shape Constrained Dense Connected U-Net
  61. Altmetric Badge
    Chapter 60 Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction
  62. Altmetric Badge
    Chapter 61 A Fine-Grain Error Map Prediction and Segmentation Quality Assessment Framework for Whole-Heart Segmentation
  63. Altmetric Badge
    Chapter 62 Cardiac Segmentation from LGE MRI Using Deep Neural Network Incorporating Shape and Spatial Priors
  64. Altmetric Badge
    Chapter 63 Curriculum Semi-supervised Segmentation
  65. Altmetric Badge
    Chapter 64 A Multi-modality Network for Cardiomyopathy Death Risk Prediction with CMR Images and Clinical Information
  66. Altmetric Badge
    Chapter 65 3D Cardiac Shape Prediction with Deep Neural Networks: Simultaneous Use of Images and Patient Metadata
  67. Altmetric Badge
    Chapter 66 Discriminative Consistent Domain Generation for Semi-supervised Learning
  68. Altmetric Badge
    Chapter 67 Uncertainty-Aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation
  69. Altmetric Badge
    Chapter 68 MSU-Net: Multiscale Statistical U-Net for Real-Time 3D Cardiac MRI Video Segmentation
  70. Altmetric Badge
    Chapter 69 The Domain Shift Problem of Medical Image Segmentation and Vendor-Adaptation by Unet-GAN
  71. Altmetric Badge
    Chapter 70 Cardiac MRI Segmentation with Strong Anatomical Guarantees
  72. Altmetric Badge
    Chapter 71 Decompose-and-Integrate Learning for Multi-class Segmentation in Medical Images
  73. Altmetric Badge
    Chapter 72 Missing Slice Imputation in Population CMR Imaging via Conditional Generative Adversarial Nets
  74. Altmetric Badge
    Chapter 73 Unsupervised Standard Plane Synthesis in Population Cine MRI via Cycle-Consistent Adversarial Networks
  75. Altmetric Badge
    Chapter 74 Data Efficient Unsupervised Domain Adaptation For Cross-modality Image Segmentation
  76. Altmetric Badge
    Chapter 75 Recurrent Aggregation Learning for Multi-view Echocardiographic Sequences Segmentation
  77. Altmetric Badge
    Chapter 76 Echocardiography View Classification Using Quality Transfer Star Generative Adversarial Networks
  78. Altmetric Badge
    Chapter 77 Dual-View Joint Estimation of Left Ventricular Ejection Fraction with Uncertainty Modelling in Echocardiograms
  79. Altmetric Badge
    Chapter 78 Frame Rate Up-Conversion in Echocardiography Using a Conditioned Variational Autoencoder and Generative Adversarial Model
  80. Altmetric Badge
    Chapter 79 Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images
  81. Altmetric Badge
    Chapter 80 DeepAAA: Clinically Applicable and Generalizable Detection of Abdominal Aortic Aneurysm Using Deep Learning
  82. Altmetric Badge
    Chapter 81 Texture-Based Classification of Significant Stenosis in CCTA Multi-view Images of Coronary Arteries
  83. Altmetric Badge
    Chapter 82 Fourier Spectral Dynamic Data Assimilation: Interlacing CFD with 4D Flow MRI
  84. Altmetric Badge
    Chapter 83 Quality Control-Driven Image Segmentation Towards Reliable Automatic Image Analysis in Large-Scale Cardiovascular Magnetic Resonance Aortic Cine Imaging
  85. Altmetric Badge
    Chapter 84 HFA-Net: 3D Cardiovascular Image Segmentation with Asymmetrical Pooling and Content-Aware Fusion
  86. Altmetric Badge
    Chapter 85 Spectral CT Based Training Dataset Generation and Augmentation for Conventional CT Vascular Segmentation
  87. Altmetric Badge
    Chapter 86 Context-Aware Inductive Bias Learning for Vessel Border Detection in Multi-modal Intracoronary Imaging
  88. Altmetric Badge
    Chapter 87 Neural Parameters Estimation for Brain Tumor Growth Modeling
  89. Altmetric Badge
    Chapter 88 Learning-Guided Infinite Network Atlas Selection for Predicting Longitudinal Brain Network Evolution from a Single Observation
  90. Altmetric Badge
    Chapter 89 Deep Probabilistic Modeling of Glioma Growth
  91. Altmetric Badge
    Chapter 90 Surface-Volume Consistent Construction of Longitudinal Atlases for the Early Developing Brain
  92. Altmetric Badge
    Chapter 91 Variational AutoEncoder for Regression: Application to Brain Aging Analysis
  93. Altmetric Badge
    Chapter 92 Early Development of Infant Brain Complex Network
  94. Altmetric Badge
    Chapter 93 Revealing Developmental Regionalization of Infant Cerebral Cortex Based on Multiple Cortical Properties
  95. Altmetric Badge
    Chapter 94 Continually Modeling Alzheimer’s Disease Progression via Deep Multi-order Preserving Weight Consolidation
  96. Altmetric Badge
    Chapter 95 Disease Knowledge Transfer Across Neurodegenerative Diseases
Attention for Chapter 34: Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation
Altmetric Badge

Mentioned by

twitter
1 tweeter

Citations

dimensions_citation
9 Dimensions

Readers on

mendeley
58 Mendeley
Summary Twitter Dimensions citations
You are seeing a free-to-access but limited selection of the activity Altmetric has collected about this research output. Click here to find out more.
Chapter title
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation
Chapter number 34
Book title
Medical Image Computing and Computer Assisted Intervention – MICCAI 2019
Published by
Springer, Cham, October 2019
DOI 10.1007/978-3-030-32245-8_34
Book ISBNs
978-3-03-032244-1, 978-3-03-032245-8
Authors

Utku Ozbulak, Arnout Van Messem, Wesley De Neve, Ozbulak, Utku, Van Messem, Arnout, De Neve, Wesley

View on publisher site
Twitter Demographics

Twitter Demographics

The data shown below were collected from the profile of 1 tweeter who shared this research output. Click here to find out more about how the information was compiled.
 Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 58 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 58 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 18 31%
Researcher 5 9%
Student > Master 5 9%
Professor > Associate Professor 3 5%
Student > Bachelor 2 3%
Other 9 16%
Unknown 16 28%
Readers by discipline Count As %
Computer Science 23 40%
Engineering 7 12%
Biochemistry, Genetics and Molecular Biology 2 3%
Unspecified 2 3%
Sports and Recreations 2 3%
Other 4 7%
Unknown 18 31%

This page is provided by Altmetric.