↓ Skip to main content

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018

Overview of attention for book
Cover of 'Medical Image Computing and Computer Assisted Intervention – MICCAI 2018'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Instance Segmentation and Tracking with Cosine Embeddings and Recurrent Hourglass Networks
  3. Altmetric Badge
    Chapter 2 Skin Lesion Classification in Dermoscopy Images Using Synergic Deep Learning
  4. Altmetric Badge
    Chapter 3 SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks
  5. Altmetric Badge
    Chapter 4 $$\beta $$ -Hemolysis Detection on Cultured Blood Agar Plates by Convolutional Neural Networks
  6. Altmetric Badge
    Chapter 5 A Pixel-Wise Distance Regression Approach for Joint Retinal Optical Disc and Fovea Detection
  7. Altmetric Badge
    Chapter 6 Deep Random Walk for Drusen Segmentation from Fundus Images
  8. Altmetric Badge
    Chapter 7 Retinal Artery and Vein Classification via Dominant Sets Clustering-Based Vascular Topology Estimation
  9. Altmetric Badge
    Chapter 8 Towards a Glaucoma Risk Index Based on Simulated Hemodynamics from Fundus Images
  10. Altmetric Badge
    Chapter 9 A Framework for Identifying Diabetic Retinopathy Based on Anti-noise Detection and Attention-Based Fusion
  11. Altmetric Badge
    Chapter 10 Deep Supervision with Additional Labels for Retinal Vessel Segmentation Task
  12. Altmetric Badge
    Chapter 11 A Multi-task Network to Detect Junctions in Retinal Vasculature
  13. Altmetric Badge
    Chapter 12 A Multitask Learning Architecture for Simultaneous Segmentation of Bright and Red Lesions in Fundus Images
  14. Altmetric Badge
    Chapter 13 Uniqueness-Driven Saliency Analysis for Automated Lesion Detection with Applications to Retinal Diseases
  15. Altmetric Badge
    Chapter 14 Multiscale Network Followed Network Model for Retinal Vessel Segmentation
  16. Altmetric Badge
    Chapter 15 Predicting Cancer with a Recurrent Visual Attention Model for Histopathology Images
  17. Altmetric Badge
    Chapter 16 A Deep Model with Shape-Preserving Loss for Gland Instance Segmentation
  18. Altmetric Badge
    Chapter 17 Model-Based Refinement of Nonlinear Registrations in 3D Histology Reconstruction
  19. Altmetric Badge
    Chapter 18 Invasive Cancer Detection Utilizing Compressed Convolutional Neural Network and Transfer Learning
  20. Altmetric Badge
    Chapter 19 Which Way Round? A Study on the Performance of Stain-Translation for Segmenting Arbitrarily Dyed Histological Images
  21. Altmetric Badge
    Chapter 20 Graph CNN for Survival Analysis on Whole Slide Pathological Images
  22. Altmetric Badge
    Chapter 21 Fully Automated Blind Color Deconvolution of Histopathological Images
  23. Altmetric Badge
    Chapter 22 Improving Whole Slide Segmentation Through Visual Context - A Systematic Study
  24. Altmetric Badge
    Chapter 23 Adversarial Domain Adaptation for Classification of Prostate Histopathology Whole-Slide Images
  25. Altmetric Badge
    Chapter 24 Rotation Equivariant CNNs for Digital Pathology
  26. Altmetric Badge
    Chapter 25 A Probabilistic Model Combining Deep Learning and Multi-atlas Segmentation for Semi-automated Labelling of Histology
  27. Altmetric Badge
    Chapter 26 BESNet: Boundary-Enhanced Segmentation of Cells in Histopathological Images
  28. Altmetric Badge
    Chapter 27 Panoptic Segmentation with an End-to-End Cell R-CNN for Pathology Image Analysis
  29. Altmetric Badge
    Chapter 28 Integration of Spatial Distribution in Imaging-Genetics
  30. Altmetric Badge
    Chapter 29 Multiple Instance Learning for Heterogeneous Images: Training a CNN for Histopathology
  31. Altmetric Badge
    Chapter 30 Cell Detection with Star-Convex Polygons
  32. Altmetric Badge
    Chapter 31 Deep Convolutional Gaussian Mixture Model for Stain-Color Normalization of Histopathological Images
  33. Altmetric Badge
    Chapter 32 Learning to Segment 3D Linear Structures Using Only 2D Annotations
  34. Altmetric Badge
    Chapter 33 A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin
  35. Altmetric Badge
    Chapter 34 Weakly-Supervised Learning-Based Feature Localization for Confocal Laser Endomicroscopy Glioma Images
  36. Altmetric Badge
    Chapter 35 Synaptic Partner Prediction from Point Annotations in Insect Brains
  37. Altmetric Badge
    Chapter 36 Synaptic Cleft Segmentation in Non-isotropic Volume Electron Microscopy of the Complete Drosophila Brain
  38. Altmetric Badge
    Chapter 37 Weakly Supervised Representation Learning for Endomicroscopy Image Analysis
  39. Altmetric Badge
    Chapter 38 DeepHCS: Bright-Field to Fluorescence Microscopy Image Conversion Using Deep Learning for Label-Free High-Content Screening
  40. Altmetric Badge
    Chapter 39 A Cascaded Refinement GAN for Phase Contrast Microscopy Image Super Resolution
  41. Altmetric Badge
    Chapter 40 Multi-context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT
  42. Altmetric Badge
    Chapter 41 Analysis of Morphological Changes of Lamina Cribrosa Under Acute Intraocular Pressure Change
  43. Altmetric Badge
    Chapter 42 Beyond Retinal Layers: A Large Blob Detection for Subretinal Fluid Segmentation in SD-OCT Images
  44. Altmetric Badge
    Chapter 43 Automated Choroidal Neovascularization Detection for Time Series SD-OCT Images
  45. Altmetric Badge
    Chapter 44 CapsDeMM: Capsule Network for Detection of Munro’s Microabscess in Skin Biopsy Images
  46. Altmetric Badge
    Chapter 45 Webly Supervised Learning for Skin Lesion Classification
  47. Altmetric Badge
    Chapter 46 Feature Driven Local Cell Graph (FeDeG): Predicting Overall Survival in Early Stage Lung Cancer
  48. Altmetric Badge
    Chapter 47 Towards Accurate and Complete Registration of Coronary Arteries in CTA Images
  49. Altmetric Badge
    Chapter 48 Quantifying Tensor Field Similarity with Global Distributions and Optimal Transport
  50. Altmetric Badge
    Chapter 49 Cardiac Motion Scoring with Segment- and Subject-Level Non-local Modeling
  51. Altmetric Badge
    Chapter 50 Computational Heart Modeling for Evaluating Efficacy of MRI Techniques in Predicting Appropriate ICD Therapy
  52. Altmetric Badge
    Chapter 51 Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation
  53. Altmetric Badge
    Chapter 52 Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling
  54. Altmetric Badge
    Chapter 53 Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences
  55. Altmetric Badge
    Chapter 54 Multi-Input and Dataset-Invariant Adversarial Learning (MDAL) for Left and Right-Ventricular Coverage Estimation in Cardiac MRI
  56. Altmetric Badge
    Chapter 55 Factorised Spatial Representation Learning: Application in Semi-supervised Myocardial Segmentation
  57. Altmetric Badge
    Chapter 56 High-Dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model
  58. Altmetric Badge
    Chapter 57 Generative Modeling and Inverse Imaging of Cardiac Transmembrane Potential
  59. Altmetric Badge
    Chapter 58 Pulmonary Vessel Tree Matching for Quantifying Changes in Vascular Morphology
  60. Altmetric Badge
    Chapter 59 MuTGAN: Simultaneous Segmentation and Quantification of Myocardial Infarction Without Contrast Agents via Joint Adversarial Learning
  61. Altmetric Badge
    Chapter 60 More Knowledge Is Better: Cross-Modality Volume Completion and 3D+2D Segmentation for Intracardiac Echocardiography Contouring
  62. Altmetric Badge
    Chapter 61 Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio
  63. Altmetric Badge
    Chapter 62 TextRay: Mining Clinical Reports to Gain a Broad Understanding of Chest X-Rays
  64. Altmetric Badge
    Chapter 63 Localization and Labeling of Posterior Ribs in Chest Radiographs Using a CRF-regularized FCN with Local Refinement
  65. Altmetric Badge
    Chapter 64 Evaluation of Collimation Prediction Based on Depth Images and Automated Landmark Detection for Routine Clinical Chest X-Ray Exams
  66. Altmetric Badge
    Chapter 65 Efficient Active Learning for Image Classification and Segmentation Using a Sample Selection and Conditional Generative Adversarial Network
  67. Altmetric Badge
    Chapter 66 Iterative Attention Mining for Weakly Supervised Thoracic Disease Pattern Localization in Chest X-Rays
  68. Altmetric Badge
    Chapter 67 Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation
  69. Altmetric Badge
    Chapter 68 Towards Automated Colonoscopy Diagnosis: Binary Polyp Size Estimation via Unsupervised Depth Learning
  70. Altmetric Badge
    Chapter 69 RIIS-DenseNet: Rotation-Invariant and Image Similarity Constrained Densely Connected Convolutional Network for Polyp Detection
  71. Altmetric Badge
    Chapter 70 Interaction Techniques for Immersive CT Colonography: A Professional Assessment
  72. Altmetric Badge
    Chapter 71 Quasi-automatic Colon Segmentation on T2-MRI Images with Low User Effort
  73. Altmetric Badge
    Chapter 72 Ordinal Multi-modal Feature Selection for Survival Analysis of Early-Stage Renal Cancer
  74. Altmetric Badge
    Chapter 73 Noninvasive Determination of Gene Mutations in Clear Cell Renal Cell Carcinoma Using Multiple Instance Decisions Aggregated CNN
  75. Altmetric Badge
    Chapter 74 Combining Convolutional and Recurrent Neural Networks for Classification of Focal Liver Lesions in Multi-phase CT Images
  76. Altmetric Badge
    Chapter 75 Construction of a Spatiotemporal Statistical Shape Model of Pediatric Liver from Cross-Sectional Data
  77. Altmetric Badge
    Chapter 76 Deep 3D Dose Analysis for Prediction of Outcomes After Liver Stereotactic Body Radiation Therapy
  78. Altmetric Badge
    Chapter 77 Liver Lesion Detection from Weakly-Labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector
  79. Altmetric Badge
    Chapter 78 A Diagnostic Report Generator from CT Volumes on Liver Tumor with Semi-supervised Attention Mechanism
  80. Altmetric Badge
    Chapter 79 Less is More: Simultaneous View Classification and Landmark Detection for Abdominal Ultrasound Images
  81. Altmetric Badge
    Chapter 80 Deep Active Self-paced Learning for Accurate Pulmonary Nodule Segmentation
  82. Altmetric Badge
    Chapter 81 CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation
  83. Altmetric Badge
    Chapter 82 Fast CapsNet for Lung Cancer Screening
  84. Altmetric Badge
    Chapter 83 Mean Field Network Based Graph Refinement with Application to Airway Tree Extraction
  85. Altmetric Badge
    Chapter 84 Automated Pulmonary Nodule Detection: High Sensitivity with Few Candidates
  86. Altmetric Badge
    Chapter 85 Deep Learning from Label Proportions for Emphysema Quantification
  87. Altmetric Badge
    Chapter 86 Tumor-Aware, Adversarial Domain Adaptation from CT to MRI for Lung Cancer Segmentation
  88. Altmetric Badge
    Chapter 87 From Local to Global: A Holistic Lung Graph Model
  89. Altmetric Badge
    Chapter 88 S4ND : Single-Shot Single-Scale Lung Nodule Detection
  90. Altmetric Badge
    Chapter 89 Vascular Network Organization via Hough Transform (VaNgOGH): A Novel Radiomic Biomarker for Diagnosis and Treatment Response
  91. Altmetric Badge
    Chapter 90 DeepEM: Deep 3D ConvNets with EM for Weakly Supervised Pulmonary Nodule Detection
  92. Altmetric Badge
    Chapter 91 Statistical Framework for the Definition of Emphysema in CT Scans: Beyond Density Mask
  93. Altmetric Badge
    Chapter 92 Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification
  94. Altmetric Badge
    Chapter 93 A Robust and Effective Approach Towards Accurate Metastasis Detection and pN-stage Classification in Breast Cancer
  95. Altmetric Badge
    Chapter 94 3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes
  96. Altmetric Badge
    Chapter 95 Deep Generative Breast Cancer Screening and Diagnosis
  97. Altmetric Badge
    Chapter 96 Integrate Domain Knowledge in Training CNN for Ultrasonography Breast Cancer Diagnosis
  98. Altmetric Badge
    Chapter 97 Small Lesion Classification in Dynamic Contrast Enhancement MRI for Breast Cancer Early Detection
  99. Altmetric Badge
    Chapter 98 Thermographic Computational Analyses of a 3D Model of a Scanned Breast
  100. Altmetric Badge
    Chapter 99 Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images
  101. Altmetric Badge
    Chapter 100 AutoDVT: Joint Real-Time Classification for Vein Compressibility Analysis in Deep Vein Thrombosis Ultrasound Diagnostics
  102. Altmetric Badge
    Chapter 101 MRI Measurement of Placental Perfusion and Fetal Blood Oxygen Saturation in Normal Pregnancy and Placental Insufficiency
  103. Altmetric Badge
    Chapter 102 Automatic Lacunae Localization in Placental Ultrasound Images via Layer Aggregation
  104. Altmetric Badge
    Chapter 103 A Decomposable Model for the Detection of Prostate Cancer in Multi-parametric MRI
  105. Altmetric Badge
    Chapter 104 Direct Automated Quantitative Measurement of Spine via Cascade Amplifier Regression Network
  106. Altmetric Badge
    Chapter 105 Estimating Achilles Tendon Healing Progress with Convolutional Neural Networks
Attention for Chapter 30: Cell Detection with Star-Convex Polygons
Altmetric Badge

About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (90th percentile)
  • High Attention Score compared to outputs of the same age and source (97th percentile)

Mentioned by

blogs
1 blog
twitter
24 X users
patent
1 patent
f1000
1 research highlight platform

Citations

dimensions_citation
39 Dimensions

Readers on

mendeley
762 Mendeley