↓ Skip to main content

Computational Pathology and Ophthalmic Medical Image Analysis

Overview of attention for book
Cover of 'Computational Pathology and Ophthalmic Medical Image Analysis'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Improving Accuracy of Nuclei Segmentation by Reducing Histological Image Variability
  3. Altmetric Badge
    Chapter 2 Multi-resolution Networks for Semantic Segmentation in Whole Slide Images
  4. Altmetric Badge
    Chapter 3 Improving High Resolution Histology Image Classification with Deep Spatial Fusion Network
  5. Altmetric Badge
    Chapter 4 Construction of a Generative Model of H&E Stained Pathology Images of Pancreas Tumors Conditioned by a Voxel Value of MRI Image
  6. Altmetric Badge
    Chapter 5 Accurate 3D Reconstruction of a Whole Pancreatic Cancer Tumor from Pathology Images with Different Stains
  7. Altmetric Badge
    Chapter 6 Role of Task Complexity and Training in Crowdsourced Image Annotation
  8. Altmetric Badge
    Chapter 7 Capturing Global Spatial Context for Accurate Cell Classification in Skin Cancer Histology
  9. Altmetric Badge
    Chapter 8 Exploiting Multiple Color Representations to Improve Colon Cancer Detection in Whole Slide H&E Stains
  10. Altmetric Badge
    Chapter 9 Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection
  11. Altmetric Badge
    Chapter 10 Evaluating Out-of-the-Box Methods for the Classification of Hematopoietic Cells in Images of Stained Bone Marrow
  12. Altmetric Badge
    Chapter 11 DeepCerv: Deep Neural Network for Segmentation Free Robust Cervical Cell Classification
  13. Altmetric Badge
    Chapter 12 Whole Slide Image Registration for the Study of Tumor Heterogeneity
  14. Altmetric Badge
    Chapter 13 Modality Conversion from Pathological Image to Ultrasonic Image Using Convolutional Neural Network
  15. Altmetric Badge
    Chapter 14 Structure Instance Segmentation in Renal Tissue: A Case Study on Tubular Immune Cell Detection
  16. Altmetric Badge
    Chapter 15 Cellular Community Detection for Tissue Phenotyping in Histology Images
  17. Altmetric Badge
    Chapter 16 Automatic Detection of Tumor Budding in Colorectal Carcinoma with Deep Learning
  18. Altmetric Badge
    Chapter 17 Significance of Hyperparameter Optimization for Metastasis Detection in Breast Histology Images
  19. Altmetric Badge
    Chapter 18 Image Magnification Regression Using DenseNet for Exploiting Histopathology Open Access Content
  20. Altmetric Badge
    Chapter 19 Uncertainty Driven Pooling Network for Microvessel Segmentation in Routine Histology Images
  21. Altmetric Badge
    Chapter 20 Ocular Structures Segmentation from Multi-sequences MRI Using 3D Unet with Fully Connected CRFs
  22. Altmetric Badge
    Chapter 21 Classification of Findings with Localized Lesions in Fundoscopic Images Using a Regionally Guided CNN
  23. Altmetric Badge
    Chapter 22 Segmentation of Corneal Nerves Using a U-Net-Based Convolutional Neural Network
  24. Altmetric Badge
    Chapter 23 Automatic Pigmentation Grading of the Trabecular Meshwork in Gonioscopic Images
  25. Altmetric Badge
    Chapter 24 Large Receptive Field Fully Convolutional Network for Semantic Segmentation of Retinal Vasculature in Fundus Images
  26. Altmetric Badge
    Chapter 25 Explaining Convolutional Neural Networks for Area Estimation of Choroidal Neovascularization via Genetic Programming
  27. Altmetric Badge
    Chapter 26 Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images Using Bayesian Deep Learning
  28. Altmetric Badge
    Chapter 27 cGAN-Based Lacquer Cracks Segmentation in ICGA Image
  29. Altmetric Badge
    Chapter 28 Localizing Optic Disc and Cup for Glaucoma Screening via Deep Object Detection Networks
  30. Altmetric Badge
    Chapter 29 Fundus Image Quality-Guided Diabetic Retinopathy Grading
  31. Altmetric Badge
    Chapter 30 DeepDisc: Optic Disc Segmentation Based on Atrous Convolution and Spatial Pyramid Pooling
  32. Altmetric Badge
    Chapter 31 Large-Scale Left and Right Eye Classification in Retinal Images
  33. Altmetric Badge
    Chapter 32 Automatic Segmentation of Cortex and Nucleus in Anterior Segment OCT Images
  34. Altmetric Badge
    Chapter 33 Local Estimation of the Degree of Optic Disc Swelling from Color Fundus Photography
  35. Altmetric Badge
    Chapter 34 Visual Field Based Automatic Diagnosis of Glaucoma Using Deep Convolutional Neural Network
  36. Altmetric Badge
    Chapter 35 Towards Standardization of Retinal Vascular Measurements: On the Effect of Image Centering
  37. Altmetric Badge
    Chapter 36 Feasibility Study of Subfoveal Choroidal Thickness Changes in Spectral-Domain Optical Coherence Tomography Measurements of Macular Telangiectasia Type 2
  38. Altmetric Badge
    Chapter 37 Segmentation of Retinal Layers in OCT Images of the Mouse Eye Utilizing Polarization Contrast
  39. Altmetric Badge
    Chapter 38 Glaucoma Diagnosis from Eye Fundus Images Based on Deep Morphometric Feature Estimation
  40. Altmetric Badge
    Chapter 39 2D Modeling and Correction of Fan-Beam Scan Geometry in OCT
  41. Altmetric Badge
    Chapter 40 A Bottom-Up Saliency Estimation Approach for Neonatal Retinal Images
Attention for Chapter 24: Large Receptive Field Fully Convolutional Network for Semantic Segmentation of Retinal Vasculature in Fundus Images
Altmetric Badge

Citations

dimensions_citation
24 Dimensions

Readers on

mendeley
12 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
Large Receptive Field Fully Convolutional Network for Semantic Segmentation of Retinal Vasculature in Fundus Images
Chapter number 24
Book title
Computational Pathology and Ophthalmic Medical Image Analysis
Published by
Springer, Cham, September 2018
DOI 10.1007/978-3-030-00949-6_24
Book ISBNs
978-3-03-000948-9, 978-3-03-000949-6
Authors

Gabriel Lepetit-Aimon, Renaud Duval, Farida Cheriet

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 12 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 12 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 4 33%
Student > Doctoral Student 1 8%
Student > Bachelor 1 8%
Student > Master 1 8%
Researcher 1 8%
Other 1 8%
Unknown 3 25%
Readers by discipline Count As %
Computer Science 5 42%
Engineering 3 25%
Medicine and Dentistry 1 8%
Unknown 3 25%