↓ Skip to main content

Medical Image Computing and Computer Assisted Intervention – MICCAI 2022

Overview of attention for book
Cover of 'Medical Image Computing and Computer Assisted Intervention – MICCAI 2022'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI
  3. Altmetric Badge
    Chapter 2 Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-Based Abdominal Registration
  4. Altmetric Badge
    Chapter 3 Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-recurrence Brain Tumor MRI Scans
  5. Altmetric Badge
    Chapter 4 On the Dataset Quality Control for Image Registration Evaluation
  6. Altmetric Badge
    Chapter 5 Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT
  7. Altmetric Badge
    Chapter 6 Embedding Gradient-Based Optimization in Image Registration Networks
  8. Altmetric Badge
    Chapter 7 ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration
  9. Altmetric Badge
    Chapter 8 Swin-VoxelMorph: A Symmetric Unsupervised Learning Model for Deformable Medical Image Registration Using Swin Transformer
  10. Altmetric Badge
    Chapter 9 Non-iterative Coarse-to-Fine Registration Based on Single-Pass Deep Cumulative Learning
  11. Altmetric Badge
    Chapter 10 DSR: Direct Simultaneous Registration for Multiple 3D Images
  12. Altmetric Badge
    Chapter 11 Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network
  13. Altmetric Badge
    Chapter 12 A Deep-Discrete Learning Framework for Spherical Surface Registration
  14. Altmetric Badge
    Chapter 13 Privacy Preserving Image Registration
  15. Altmetric Badge
    Chapter 14 Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration
  16. Altmetric Badge
    Chapter 15 End-to-End Multi-Slice-to-Volume Concurrent Registration and Multimodal Generation
  17. Altmetric Badge
    Chapter 16 Fast Spherical Mapping of Cortical Surface Meshes Using Deep Unsupervised Learning
  18. Altmetric Badge
    Chapter 17 Learning-Based US-MR Liver Image Registration with Spatial Priors
  19. Altmetric Badge
    Chapter 18 Unsupervised Deep Non-rigid Alignment by Low-Rank Loss and Multi-input Attention
  20. Altmetric Badge
    Chapter 19 Transformer Lesion Tracker
  21. Altmetric Badge
    Chapter 20 LiftReg: Limited Angle 2D/3D Deformable Registration
  22. Altmetric Badge
    Chapter 21 XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention
  23. Altmetric Badge
    Chapter 22 Weakly-Supervised Biomechanically-Constrained CT/MRI Registration of the Spine
  24. Altmetric Badge
    Chapter 23 Collaborative Quantization Embeddings for Intra-subject Prostate MR Image Registration
  25. Altmetric Badge
    Chapter 24 Mesh-Based 3D Motion Tracking in Cardiac MRI Using Deep Learning
  26. Altmetric Badge
    Chapter 25 Data-Driven Multi-modal Partial Medical Image Preregistration by Template Space Patch Mapping
  27. Altmetric Badge
    Chapter 26 Global Multi-modal 2D/3D Registration via Local Descriptors Learning
  28. Altmetric Badge
    Chapter 27 Adapting the Mean Teacher for Keypoint-Based Lung Registration Under Geometric Domain Shifts
  29. Altmetric Badge
    Chapter 28 DisQ: Disentangling Quantitative MRI Mapping of the Heart
  30. Altmetric Badge
    Chapter 29 Learning Iterative Optimisation for Deformable Image Registration of Lung CT with Recurrent Convolutional Networks
  31. Altmetric Badge
    Chapter 30 Electron Microscope Image Registration Using Laplacian Sharpening Transformer U-Net
  32. Altmetric Badge
    Chapter 31 Undersampled MRI Reconstruction with Side Information-Guided Normalisation
  33. Altmetric Badge
    Chapter 32 Noise2SR: Learning to Denoise from Super-Resolved Single Noisy Fluorescence Image
  34. Altmetric Badge
    Chapter 33 RPLHR-CT Dataset and Transformer Baseline for Volumetric Super-Resolution from CT Scans
  35. Altmetric Badge
    Chapter 34 A Learnable Variational Model for Joint Multimodal MRI Reconstruction and Synthesis
  36. Altmetric Badge
    Chapter 35 Autofocusing+: Noise-Resilient Motion Correction in Magnetic Resonance Imaging
  37. Altmetric Badge
    Chapter 36 Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator
  38. Altmetric Badge
    Chapter 37 Only-Train-Once MR Fingerprinting for Magnetization Transfer Contrast Quantification
  39. Altmetric Badge
    Chapter 38 AutoGAN-Synthesizer: Neural Architecture Search for Cross-Modality MRI Synthesis
  40. Altmetric Badge
    Chapter 39 Multi-scale Super-Resolution Magnetic Resonance Spectroscopic Imaging with Adjustable Sharpness
  41. Altmetric Badge
    Chapter 40 Progressive Subsampling for Oversampled Data - Application to Quantitative MRI
  42. Altmetric Badge
    Chapter 41 Deep-Learning Based T 1 and T 2 Quantification from Undersampled Magnetic Resonance Fingerprinting Data to Track Tracer Kinetics in Small Laboratory Animals
  43. Altmetric Badge
    Chapter 42 NAF: Neural Attenuation Fields for Sparse-View CBCT Reconstruction
  44. Altmetric Badge
    Chapter 43 UASSR: Unsupervised Arbitrary Scale Super-Resolution Reconstruction of Single Anisotropic 3D Images via Disentangled Representation Learning
  45. Altmetric Badge
    Chapter 44 WavTrans: Synergizing Wavelet and Cross-Attention Transformer for Multi-contrast MRI Super-Resolution
  46. Altmetric Badge
    Chapter 45 DuDoCAF: Dual-Domain Cross-Attention Fusion with Recurrent Transformer for Fast Multi-contrast MR Imaging
  47. Altmetric Badge
    Chapter 46 Weakly Supervised MR-TRUS Image Synthesis for Brachytherapy of Prostate Cancer
  48. Altmetric Badge
    Chapter 47 Domain-Adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach
  49. Altmetric Badge
    Chapter 48 What Can We Learn About a Generated Image Corrupting Its Latent Representation?
  50. Altmetric Badge
    Chapter 49 3D CVT-GAN: A 3D Convolutional Vision Transformer-GAN for PET Reconstruction
  51. Altmetric Badge
    Chapter 50 Classification-Aided High-Quality PET Image Synthesis via Bidirectional Contrastive GAN with Shared Information Maximization
  52. Altmetric Badge
    Chapter 51 Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI
  53. Altmetric Badge
    Chapter 52 Low-Dose CT Reconstruction via Dual-Domain Learning and Controllable Modulation
  54. Altmetric Badge
    Chapter 53 Graph-Based Compression of Incomplete 3D Photoacoustic Data
  55. Altmetric Badge
    Chapter 54 DS $$^3$$ 3 -Net: Difficulty-Perceived Common-to-T1ce Semi-supervised Multimodal MRI Synthesis Network
  56. Altmetric Badge
    Chapter 55 Invertible Sharpening Network for MRI Reconstruction Enhancement
  57. Altmetric Badge
    Chapter 56 Analyzing and Improving Low Dose CT Denoising Network via HU Level Slicing
  58. Altmetric Badge
    Chapter 57 Spatio-Temporal Motion Correction and Iterative Reconstruction of In-Utero Fetal fMRI
  59. Altmetric Badge
    Chapter 58 Deep Filter Bank Regression for Super-Resolution of Anisotropic MR Brain Images
  60. Altmetric Badge
    Chapter 59 Towards Performant and Reliable Undersampled MR Reconstruction via Diffusion Model Sampling
  61. Altmetric Badge
    Chapter 60 Patch-Wise Deep Metric Learning for Unsupervised Low-Dose CT Denoising
  62. Altmetric Badge
    Chapter 61 BMD-GAN: Bone Mineral Density Estimation Using X-Ray Image Decomposition into Projections of Bone-Segmented Quantitative Computed Tomography Using Hierarchical Learning
  63. Altmetric Badge
    Chapter 62 Measurement-Conditioned Denoising Diffusion Probabilistic Model for Under-Sampled Medical Image Reconstruction
  64. Altmetric Badge
    Chapter 63 Orientation-Shared Convolution Representation for CT Metal Artifact Learning
  65. Altmetric Badge
    Chapter 64 MRI Reconstruction by Completing Under-sampled K-space Data with Learnable Fourier Interpolation
  66. Altmetric Badge
    Chapter 65 Learning-Based and Unrolled Motion-Compensated Reconstruction for Cardiac MR CINE Imaging
  67. Altmetric Badge
    Chapter 66 Accelerated Pseudo 3D Dynamic Speech MR Imaging at 3T Using Unsupervised Deep Variational Manifold Learning
  68. Altmetric Badge
    Chapter 67 FSE Compensated Motion Correction for MRI Using Data Driven Methods
  69. Altmetric Badge
    Chapter 68 Personalized dMRI Harmonization on Cortical Surface
  70. Altmetric Badge
    Chapter 69 A Projection-Based K-space Transformer Network for Undersampled Radial MRI Reconstruction with Limited Training Subjects
  71. Altmetric Badge
    Chapter 70 Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction
  72. Altmetric Badge
    Chapter 71 DDPNet: A Novel Dual-Domain Parallel Network for Low-Dose CT Reconstruction
  73. Altmetric Badge
    Chapter 72 Mapping in Cycles: Dual-Domain PET-CT Synthesis Framework with Cycle-Consistent Constraints
  74. Altmetric Badge
    Chapter 73 Optimal MRI Undersampling Patterns for Pathology Localization
  75. Altmetric Badge
    Chapter 74 Sensor Geometry Generalization to Untrained Conditions in Quantitative Ultrasound Imaging
  76. Altmetric Badge
    Chapter 75 A Transformer-Based Iterative Reconstruction Model for Sparse-View CT Reconstruction
Attention for Chapter 60: Patch-Wise Deep Metric Learning for Unsupervised Low-Dose CT Denoising
Altmetric Badge


4 Dimensions

Readers on

5 Mendeley
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
Patch-Wise Deep Metric Learning for Unsupervised Low-Dose CT Denoising
Chapter number 60
Book title
Medical Image Computing and Computer Assisted Intervention – MICCAI 2022
Published by
Springer, Cham, January 2022
DOI 10.1007/978-3-031-16446-0_60
Book ISBNs
978-3-03-116445-3, 978-3-03-116446-0

Jung, Chanyong, Lee, Joonhyung, You, Sunkyoung, Ye, Jong Chul

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 %
Unspecified 1 20%
Student > Ph. D. Student 1 20%
Researcher 1 20%
Unknown 2 40%
Readers by discipline Count As %
Unspecified 1 20%
Computer Science 1 20%
Engineering 1 20%
Unknown 2 40%