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

Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017

Overview of attention for book
Cover of 'Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Deep Multi-task Multi-channel Learning for Joint Classification and Regression of Brain Status
  3. Altmetric Badge
    Chapter 2 Nonlinear Feature Space Transformation to Improve the Prediction of MCI to AD Conversion
  4. Altmetric Badge
    Chapter 3 Kernel Generalized-Gaussian Mixture Model for Robust Abnormality Detection
  5. Altmetric Badge
    Chapter 4 Latent Processes Governing Neuroanatomical Change in Aging and Dementia
  6. Altmetric Badge
    Chapter 5 A Multi-armed Bandit to Smartly Select a Training Set from Big Medical Data
  7. Altmetric Badge
    Chapter 6 Multi-level Multi-task Structured Sparse Learning for Diagnosis of Schizophrenia Disease
  8. Altmetric Badge
    Chapter 7 An Unbiased Penalty for Sparse Classification with Application to Neuroimaging Data
  9. Altmetric Badge
    Chapter 8 Unsupervised Feature Learning for Endomicroscopy Image Retrieval
  10. Altmetric Badge
    Chapter 9 Maximum Mean Discrepancy Based Multiple Kernel Learning for Incomplete Multimodality Neuroimaging Data
  11. Altmetric Badge
    Chapter 10 Liver Tissue Classification in Patients with Hepatocellular Carcinoma by Fusing Structured and Rotationally Invariant Context Representation
  12. Altmetric Badge
    Chapter 11 DOTE: Dual cOnvolutional filTer lEarning for Super-Resolution and Cross-Modality Synthesis in MRI
  13. Altmetric Badge
    Chapter 12 Supervised Intra-embedding of Fisher Vectors for Histopathology Image Classification
  14. Altmetric Badge
    Chapter 13 GSplit LBI: Taming the Procedural Bias in Neuroimaging for Disease Prediction
  15. Altmetric Badge
    Chapter 14 MRI-Based Surgical Planning for Lumbar Spinal Stenosis
  16. Altmetric Badge
    Chapter 15 Pattern Visualization and Recognition Using Tensor Factorization for Early Differential Diagnosis of Parkinsonism
  17. Altmetric Badge
    Chapter 16 Physiological Parameter Estimation from Multispectral Images Unleashed
  18. Altmetric Badge
    Chapter 17 Segmentation of Cortical and Subcortical Multiple Sclerosis Lesions Based on Constrained Partial Volume Modeling
  19. Altmetric Badge
    Chapter 18 Classification of Pancreatic Cysts in Computed Tomography Images Using a Random Forest and Convolutional Neural Network Ensemble
  20. Altmetric Badge
    Chapter 19 Classification of Major Depressive Disorder via Multi-site Weighted LASSO Model
  21. Altmetric Badge
    Chapter 20 A Multi-atlas Approach to Region of Interest Detection for Medical Image Classification
  22. Altmetric Badge
    Chapter 21 Spectral Graph Convolutions for Population-Based Disease Prediction
  23. Altmetric Badge
    Chapter 22 Predicting Future Disease Activity and Treatment Responders for Multiple Sclerosis Patients Using a Bag-of-Lesions Brain Representation
  24. Altmetric Badge
    Chapter 23 Sparse Multi-kernel Based Multi-task Learning for Joint Prediction of Clinical Scores and Biomarker Identification in Alzheimer’s Disease
  25. Altmetric Badge
    Chapter 24 Personalized Diagnosis for Alzheimer’s Disease
  26. Altmetric Badge
    Chapter 25 GP-Unet: Lesion Detection from Weak Labels with a 3D Regression Network
  27. Altmetric Badge
    Chapter 26 Deep Supervision for Pancreatic Cyst Segmentation in Abdominal CT Scans
  28. Altmetric Badge
    Chapter 27 Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data
  29. Altmetric Badge
    Chapter 28 Direct Detection of Pixel-Level Myocardial Infarction Areas via a Deep-Learning Algorithm
  30. Altmetric Badge
    Chapter 29 Skin Disease Recognition Using Deep Saliency Features and Multimodal Learning of Dermoscopy and Clinical Images
  31. Altmetric Badge
    Chapter 30 Boundary Regularized Convolutional Neural Network for Layer Parsing of Breast Anatomy in Automated Whole Breast Ultrasound
  32. Altmetric Badge
    Chapter 31 Zoom-in-Net: Deep Mining Lesions for Diabetic Retinopathy Detection
  33. Altmetric Badge
    Chapter 32 Full Quantification of Left Ventricle via Deep Multitask Learning Network Respecting Intra- and Inter-Task Relatedness
  34. Altmetric Badge
    Chapter 33 Scalable Multimodal Convolutional Networks for Brain Tumour Segmentation
  35. Altmetric Badge
    Chapter 34 Pathological OCT Retinal Layer Segmentation Using Branch Residual U-Shape Networks
  36. Altmetric Badge
    Chapter 35 Quality Assessment of Echocardiographic Cine Using Recurrent Neural Networks: Feasibility on Five Standard View Planes
  37. Altmetric Badge
    Chapter 36 Semi-supervised Deep Learning for Fully Convolutional Networks
  38. Altmetric Badge
    Chapter 37 TandemNet: Distilling Knowledge from Medical Images Using Diagnostic Reports as Optional Semantic References
  39. Altmetric Badge
    Chapter 38 BRIEFnet: Deep Pancreas Segmentation Using Binary Sparse Convolutions
  40. Altmetric Badge
    Chapter 39 Supervised Action Classifier: Approaching Landmark Detection as Image Partitioning
  41. Altmetric Badge
    Chapter 40 Robust Multi-modal MR Image Synthesis
  42. Altmetric Badge
    Chapter 41 Segmentation of Intracranial Arterial Calcification with Deeply Supervised Residual Dropout Networks
  43. Altmetric Badge
    Chapter 42 Clinical Target-Volume Delineation in Prostate Brachytherapy Using Residual Neural Networks
  44. Altmetric Badge
    Chapter 43 Using Convolutional Neural Networks to Automatically Detect Eye-Blink Artifacts in Magnetoencephalography Without Resorting to Electrooculography
  45. Altmetric Badge
    Chapter 44 Image Super Resolution Using Generative Adversarial Networks and Local Saliency Maps for Retinal Image Analysis
  46. Altmetric Badge
    Chapter 45 Synergistic Combination of Learned and Hand-Crafted Features for Prostate Lesion Classification in Multiparametric Magnetic Resonance Imaging
  47. Altmetric Badge
    Chapter 46 Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation
  48. Altmetric Badge
    Chapter 47 Deep Adversarial Networks for Biomedical Image Segmentation Utilizing Unannotated Images
  49. Altmetric Badge
    Chapter 48 Medical Image Synthesis with Context-Aware Generative Adversarial Networks
  50. Altmetric Badge
    Chapter 49 Joint Detection and Diagnosis of Prostate Cancer in Multi-parametric MRI Based on Multimodal Convolutional Neural Networks
  51. Altmetric Badge
    Chapter 50 SD-Layer: Stain Deconvolutional Layer for CNNs in Medical Microscopic Imaging
  52. Altmetric Badge
    Chapter 51 X-Ray In-Depth Decomposition: Revealing the Latent Structures
  53. Altmetric Badge
    Chapter 52 Fast Prospective Detection of Contrast Inflow in X-ray Angiograms with Convolutional Neural Network and Recurrent Neural Network
  54. Altmetric Badge
    Chapter 53 Quantification of Metabolites in Magnetic Resonance Spectroscopic Imaging Using Machine Learning
  55. Altmetric Badge
    Chapter 54 Building Disease Detection Algorithms with Very Small Numbers of Positive Samples
  56. Altmetric Badge
    Chapter 55 Hierarchical Multimodal Fusion of Deep-Learned Lesion and Tissue Integrity Features in Brain MRIs for Distinguishing Neuromyelitis Optica from Multiple Sclerosis
  57. Altmetric Badge
    Chapter 56 Deep Convolutional Encoder-Decoders for Prostate Cancer Detection and Classification
  58. Altmetric Badge
    Chapter 57 Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes
  59. Altmetric Badge
    Chapter 58 Automatic Liver Segmentation Using an Adversarial Image-to-Image Network
  60. Altmetric Badge
    Chapter 59 Transfer Learning for Domain Adaptation in MRI: Application in Brain Lesion Segmentation
  61. Altmetric Badge
    Chapter 60 Retinal Microaneurysm Detection Using Clinical Report Guided Multi-sieving CNN
  62. Altmetric Badge
    Chapter 61 Lesion Detection and Grading of Diabetic Retinopathy via Two-Stages Deep Convolutional Neural Networks
  63. Altmetric Badge
    Chapter 62 Hashing with Residual Networks for Image Retrieval
  64. Altmetric Badge
    Chapter 63 Deep Multiple Instance Hashing for Scalable Medical Image Retrieval
  65. Altmetric Badge
    Chapter 64 Accurate Pulmonary Nodule Detection in Computed Tomography Images Using Deep Convolutional Neural Networks
  66. Altmetric Badge
    Chapter 65 Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules
  67. Altmetric Badge
    Chapter 66 Liver Lesion Detection Based on Two-Stage Saliency Model with Modified Sparse Autoencoder
  68. Altmetric Badge
    Chapter 67 Manifold Learning of COPD
  69. Altmetric Badge
    Chapter 68 Hybrid Mass Detection in Breast MRI Combining Unsupervised Saliency Analysis and Deep Learning
  70. Altmetric Badge
    Chapter 69 Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification
  71. Altmetric Badge
    Chapter 70 Segmentation-Free Kidney Localization and Volume Estimation Using Aggregated Orthogonal Decision CNNs
  72. Altmetric Badge
    Chapter 71 Progressive and Multi-Path Holistically Nested Neural Networks for Pathological Lung Segmentation from CT Images
  73. Altmetric Badge
    Chapter 72 Automated Pulmonary Nodule Detection via 3D ConvNets with Online Sample Filtering and Hybrid-Loss Residual Learning
  74. Altmetric Badge
    Chapter 73 CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance
  75. Altmetric Badge
    Chapter 74 Intra-perinodular Textural Transition (Ipris): A 3D Descriptor for Nodule Diagnosis on Lung CT
  76. Altmetric Badge
    Chapter 75 Transferable Multi-model Ensemble for Benign-Malignant Lung Nodule Classification on Chest CT
  77. Altmetric Badge
    Chapter 76 Deep Reinforcement Learning for Active Breast Lesion Detection from DCE-MRI
  78. Altmetric Badge
    Chapter 77 Pancreas Segmentation in MRI Using Graph-Based Decision Fusion on Convolutional Neural Networks
  79. Altmetric Badge
    Chapter 78 Modeling Cognitive Trends in Preclinical Alzheimer’s Disease (AD) via Distributions over Permutations
  80. Altmetric Badge
    Chapter 79 Does Manual Delineation only Provide the Side Information in CT Prostate Segmentation?
Attention for Chapter 31: Zoom-in-Net: Deep Mining Lesions for Diabetic Retinopathy Detection
Altmetric Badge

Citations

dimensions_citation
26 Dimensions

Readers on

mendeley
134 Mendeley
Summary 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
Zoom-in-Net: Deep Mining Lesions for Diabetic Retinopathy Detection
Chapter number 31
Book title
Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017
Published by
Springer, Cham, September 2017
DOI 10.1007/978-3-319-66179-7_31
Book ISBNs
978-3-31-966178-0, 978-3-31-966179-7
Authors

Zhe Wang, Yanxin Yin, Jianping Shi, Wei Fang, Hongsheng Li, Xiaogang Wang

View on publisher site
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 134 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 134 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 29 22%
Student > Ph. D. Student 21 16%
Researcher 14 10%
Other 6 4%
Student > Postgraduate 4 3%
Other 14 10%
Unknown 46 34%
Readers by discipline Count As %
Computer Science 62 46%
Engineering 16 12%
Physics and Astronomy 2 1%
Design 2 1%
Social Sciences 2 1%
Other 4 3%
Unknown 46 34%

This page is provided by Altmetric.