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

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018

Overview of attention for book
Medical Image Computing and Computer Assisted Intervention – MICCAI 2018
Springer International Publishing

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Conditional Generative Adversarial Networks for Metal Artifact Reduction in CT Images of the Ear
  3. Altmetric Badge
    Chapter 2 Neural Network Evolution Using Expedited Genetic Algorithm for Medical Image Denoising
  4. Altmetric Badge
    Chapter 3 Deep Convolutional Filtering for Spatio-Temporal Denoising and Artifact Removal in Arterial Spin Labelling MRI
  5. Altmetric Badge
    Chapter 4 DeepASL: Kinetic Model Incorporated Loss for Denoising Arterial Spin Labeled MRI via Deep Residual Learning
  6. Altmetric Badge
    Chapter 5 Direct Estimation of Pharmacokinetic Parameters from DCE-MRI Using Deep CNN with Forward Physical Model Loss
  7. Altmetric Badge
    Chapter 6 Short Acquisition Time PET/MR Pharmacokinetic Modelling Using CNNs
  8. Altmetric Badge
    Chapter 7 Can Deep Learning Relax Endomicroscopy Hardware Miniaturization Requirements?
  9. Altmetric Badge
    Chapter 8 A Framework to Objectively Identify Reference Regions for Normalizing Quantitative Imaging
  10. Altmetric Badge
    Chapter 9 Evaluation of Adjoint Methods in Photoacoustic Tomography with Under-Sampled Sensors
  11. Altmetric Badge
    Chapter 10 A No-Reference Quality Metric for Retinal Vessel Tree Segmentation
  12. Altmetric Badge
    Chapter 11 Efficient and Accurate MRI Super-Resolution Using a Generative Adversarial Network and 3D Multi-level Densely Connected Network
  13. Altmetric Badge
    Chapter 12 A Deep Learning Based Anti-aliasing Self Super-Resolution Algorithm for MRI
  14. Altmetric Badge
    Chapter 13 Gradient Profile Based Super Resolution of MR Images with Induced Sparsity
  15. Altmetric Badge
    Chapter 14 Deeper Image Quality Transfer: Training Low-Memory Neural Networks for 3D Images
  16. Altmetric Badge
    Chapter 15 High Frame-Rate Cardiac Ultrasound Imaging with Deep Learning
  17. Altmetric Badge
    Chapter 16 Phase-Sensitive Region-of-Interest Computed Tomography
  18. Altmetric Badge
    Chapter 17 Some Investigations on Robustness of Deep Learning in Limited Angle Tomography
  19. Altmetric Badge
    Chapter 18 Adversarial Sparse-View CBCT Artifact Reduction
  20. Altmetric Badge
    Chapter 19 Nasal Mesh Unfolding – An Approach to Obtaining 2-D Skin Templates from 3-D Nose Models
  21. Altmetric Badge
    Chapter 20 Towards Generating Personalized Volumetric Phantom from Patient’s Surface Geometry
  22. Altmetric Badge
    Chapter 21 Multi-channel Generative Adversarial Network for Parallel Magnetic Resonance Image Reconstruction in K-space
  23. Altmetric Badge
    Chapter 22 A Learning-Based Metal Artifacts Correction Method for MRI Using Dual-Polarity Readout Gradients and Simulated Data
  24. Altmetric Badge
    Chapter 23 Motion Aware MR Imaging via Spatial Core Correspondence
  25. Altmetric Badge
    Chapter 24 Nonparametric Density Flows for MRI Intensity Normalisation
  26. Altmetric Badge
    Chapter 25 Ultra-Fast T2-Weighted MR Reconstruction Using Complementary T1-Weighted Information
  27. Altmetric Badge
    Chapter 26 Image Reconstruction by Splitting Deep Learning Regularization from Iterative Inversion
  28. Altmetric Badge
    Chapter 27 Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction
  29. Altmetric Badge
    Chapter 28 Translation of 1D Inverse Fourier Transform of K-space to an Image Based on Deep Learning for Accelerating Magnetic Resonance Imaging
  30. Altmetric Badge
    Chapter 29 Deep Learning Using K-Space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection
  31. Altmetric Badge
    Chapter 30 Cardiac MR Segmentation from Undersampled k-space Using Deep Latent Representation Learning
  32. Altmetric Badge
    Chapter 31 A Comprehensive Approach for Learning-Based Fully-Automated Inter-slice Motion Correction for Short-Axis Cine Cardiac MR Image Stacks
  33. Altmetric Badge
    Chapter 32 Automatic View Planning with Multi-scale Deep Reinforcement Learning Agents
  34. Altmetric Badge
    Chapter 33 Towards MR-Only Radiotherapy Treatment Planning: Synthetic CT Generation Using Multi-view Deep Convolutional Neural Networks
  35. Altmetric Badge
    Chapter 34 Stochastic Deep Compressive Sensing for the Reconstruction of Diffusion Tensor Cardiac MRI
  36. Altmetric Badge
    Chapter 35 Automatic, Fast and Robust Characterization of Noise Distributions for Diffusion MRI
  37. Altmetric Badge
    Chapter 36 An Automated Localization, Segmentation and Reconstruction Framework for Fetal Brain MRI
  38. Altmetric Badge
    Chapter 37 Retinal Image Understanding Emerges from Self-Supervised Multimodal Reconstruction
  39. Altmetric Badge
    Chapter 38 Locality Adaptive Multi-modality GANs for High-Quality PET Image Synthesis
  40. Altmetric Badge
    Chapter 39 Joint PET+MRI Patch-Based Dictionary for Bayesian Random Field PET Reconstruction
  41. Altmetric Badge
    Chapter 40 Analysis of 3D Facial Dysmorphology in Genetic Syndromes from Unconstrained 2D Photographs
  42. Altmetric Badge
    Chapter 41 Double Your Views – Exploiting Symmetry in Transmission Imaging
  43. Altmetric Badge
    Chapter 42 Real Time RNN Based 3D Ultrasound Scan Adequacy for Developmental Dysplasia of the Hip
  44. Altmetric Badge
    Chapter 43 Direct Reconstruction of Ultrasound Elastography Using an End-to-End Deep Neural Network
  45. Altmetric Badge
    Chapter 44 3D Fetal Skull Reconstruction from 2DUS via Deep Conditional Generative Networks
  46. Altmetric Badge
    Chapter 45 Standard Plane Detection in 3D Fetal Ultrasound Using an Iterative Transformation Network
  47. Altmetric Badge
    Chapter 46 Towards Radiotherapy Enhancement and Real Time Tumor Radiation Dosimetry Through 3D Imaging of Gold Nanoparticles Using XFCT
  48. Altmetric Badge
    Chapter 47 Dual-Domain Cascaded Regression for Synthesizing 7T from 3T MRI
  49. Altmetric Badge
    Chapter 48 Concurrent Spatial and Channel ‘Squeeze & Excitation’ in Fully Convolutional Networks
  50. Altmetric Badge
    Chapter 49 SPNet: Shape Prediction Using a Fully Convolutional Neural Network
  51. Altmetric Badge
    Chapter 50 Roto-Translation Covariant Convolutional Networks for Medical Image Analysis
  52. Altmetric Badge
    Chapter 51 Bimodal Network Architectures for Automatic Generation of Image Annotation from Text
  53. Altmetric Badge
    Chapter 52 Multimodal Recurrent Model with Attention for Automated Radiology Report Generation
  54. Altmetric Badge
    Chapter 53 Magnetic Resonance Spectroscopy Quantification Using Deep Learning
  55. Altmetric Badge
    Chapter 54 A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols
  56. Altmetric Badge
    Chapter 55 Respond-CAM: Analyzing Deep Models for 3D Imaging Data by Visualizations
  57. Altmetric Badge
    Chapter 56 Generalizability vs. Robustness: Investigating Medical Imaging Networks Using Adversarial Examples
  58. Altmetric Badge
    Chapter 57 Subject2Vec: Generative-Discriminative Approach from a Set of Image Patches to a Vector
  59. Altmetric Badge
    Chapter 58 3D Context Enhanced Region-Based Convolutional Neural Network for End-to-End Lesion Detection
  60. Altmetric Badge
    Chapter 59 Keep and Learn: Continual Learning by Constraining the Latent Space for Knowledge Preservation in Neural Networks
  61. Altmetric Badge
    Chapter 60 Distribution Matching Losses Can Hallucinate Features in Medical Image Translation
  62. Altmetric Badge
    Chapter 61 Generative Invertible Networks (GIN): Pathophysiology-Interpretable Feature Mapping and Virtual Patient Generation
  63. Altmetric Badge
    Chapter 62 Training Medical Image Analysis Systems like Radiologists
  64. Altmetric Badge
    Chapter 63 Joint High-Order Multi-Task Feature Learning to Predict the Progression of Alzheimer’s Disease
  65. Altmetric Badge
    Chapter 64 Fast Multiple Landmark Localisation Using a Patch-Based Iterative Network
  66. Altmetric Badge
    Chapter 65 Omni-Supervised Learning: Scaling Up to Large Unlabelled Medical Datasets
  67. Altmetric Badge
    Chapter 66 Recurrent Neural Networks for Classifying Human Embryonic Stem Cell-Derived Cardiomyocytes
  68. Altmetric Badge
    Chapter 67 Group-Driven Reinforcement Learning for Personalized mHealth Intervention
  69. Altmetric Badge
    Chapter 68 Joint Correlational and Discriminative Ensemble Classifier Learning for Dementia Stratification Using Shallow Brain Multiplexes
  70. Altmetric Badge
    Chapter 69 FDR-HS: An Empirical Bayesian Identification of Heterogenous Features in Neuroimage Analysis
  71. Altmetric Badge
    Chapter 70 Order-Sensitive Deep Hashing for Multimorbidity Medical Image Retrieval
  72. Altmetric Badge
    Chapter 71 Exact Combinatorial Inference for Brain Images
  73. Altmetric Badge
    Chapter 72 Statistical Inference with Ensemble of Clustered Desparsified Lasso
  74. Altmetric Badge
    Chapter 73 Low-Rank Representation for Multi-center Autism Spectrum Disorder Identification
  75. Altmetric Badge
    Chapter 74 Exploring Uncertainty Measures in Deep Networks for Multiple Sclerosis Lesion Detection and Segmentation
  76. Altmetric Badge
    Chapter 75 Inherent Brain Segmentation Quality Control from Fully ConvNet Monte Carlo Sampling
  77. Altmetric Badge
    Chapter 76 Perfect MCMC Sampling in Bayesian MRFs for Uncertainty Estimation in Segmentation
  78. Altmetric Badge
    Chapter 77 On the Effect of Inter-observer Variability for a Reliable Estimation of Uncertainty of Medical Image Segmentation
  79. Altmetric Badge
    Chapter 78 Towards Safe Deep Learning: Accurately Quantifying Biomarker Uncertainty in Neural Network Predictions
  80. Altmetric Badge
    Chapter 79 Registration-Based Patient-Specific Musculoskeletal Modeling Using High Fidelity Cadaveric Template Model
  81. Altmetric Badge
    Chapter 80 Atlas Propagation Through Template Selection
  82. Altmetric Badge
    Chapter 81 Spatio-Temporal Atlas of Bone Mineral Density Ageing
  83. Altmetric Badge
    Chapter 82 Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration
  84. Altmetric Badge
    Chapter 83 Adversarial Similarity Network for Evaluating Image Alignment in Deep Learning Based Registration
  85. Altmetric Badge
    Chapter 84 Improving Surgical Training Phantoms by Hyperrealism: Deep Unpaired Image-to-Image Translation from Real Surgeries
  86. Altmetric Badge
    Chapter 85 Computing CNN Loss and Gradients for Pose Estimation with Riemannian Geometry
  87. Altmetric Badge
    Chapter 86 GDL-FIRE $$^\text {4D}$$ : Deep Learning-Based Fast 4D CT Image Registration
  88. Altmetric Badge
    Chapter 87 Adversarial Deformation Regularization for Training Image Registration Neural Networks
  89. Altmetric Badge
    Chapter 88 Fast Registration by Boundary Sampling and Linear Programming
  90. Altmetric Badge
    Chapter 89 Learning an Infant Body Model from RGB-D Data for Accurate Full Body Motion Analysis
  91. Altmetric Badge
    Chapter 90 Consistent Correspondence of Cone-Beam CT Images Using Volume Functional Maps
  92. Altmetric Badge
    Chapter 91 Elastic Registration of Geodesic Vascular Graphs
  93. Altmetric Badge
    Chapter 92 Efficient Groupwise Registration of MR Brain Images via Hierarchical Graph Set Shrinkage
  94. Altmetric Badge
    Chapter 93 Initialize Globally Before Acting Locally: Enabling Landmark-Free 3D US to MRI Registration
  95. Altmetric Badge
    Chapter 94 Solving the Cross-Subject Parcel Matching Problem Using Optimal Transport
  96. Altmetric Badge
    Chapter 95 GlymphVIS: Visualizing Glymphatic Transport Pathways Using Regularized Optimal Transport
  97. Altmetric Badge
    Chapter 96 Hierarchical Spherical Deformation for Shape Correspondence
  98. Altmetric Badge
    Chapter 97 Diffeomorphic brain shape modelling using Gauss-Newton optimisation
  99. Altmetric Badge
    Chapter 97 MRI Super-Resolution using Multi-Channel Total Variation
  100. Altmetric Badge
    Chapter 98 Multi-task SonoEyeNet: Detection of Fetal Standardized Planes Assisted by Generated Sonographer Attention Maps
  101. Altmetric Badge
    Chapter 99 Efficient Laplace Approximation for Bayesian Registration Uncertainty Quantification
Attention for Chapter 54: A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols
Altmetric Badge

Readers on

mendeley
117 Mendeley
Summary
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
A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols
Chapter number 54
Book title
Medical Image Computing and Computer Assisted Intervention – MICCAI 2018
Published by
Springer, Cham, September 2018
DOI 10.1007/978-3-030-00928-1_54
Book ISBNs
978-3-03-000927-4, 978-3-03-000928-1
Authors

Neerav Karani, Krishna Chaitanya, Christian Baumgartner, Ender Konukoglu

View on publisher site
Timeline

Login to access the full chart related to this output.

If you don’t have an account, click here to discover Explorer

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 117 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 117 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 27 23%
Student > Master 16 14%
Researcher 12 10%
Student > Doctoral Student 9 8%
Student > Bachelor 8 7%
Other 14 12%
Unknown 31 26%
Readers by discipline Count As %
Computer Science 43 37%
Engineering 23 20%
Medicine and Dentistry 4 3%
Mathematics 1 <1%
Agricultural and Biological Sciences 1 <1%
Other 6 5%
Unknown 39 33%

This page is provided by Altmetric.