↓ Skip to main content

Deep Learning and Convolutional Neural Networks for Medical Image Computing

Overview of attention for book
Cover of 'Deep Learning and Convolutional Neural Networks for Medical Image Computing'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Deep Learning and Computer-Aided Diagnosis for Medical Image Processing: A Personal Perspective
  3. Altmetric Badge
    Chapter 2 Review of Deep Learning Methods in Mammography, Cardiovascular, and Microscopy Image Analysis
  4. Altmetric Badge
    Chapter 3 Efficient False Positive Reduction in Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation
  5. Altmetric Badge
    Chapter 4 Robust Landmark Detection in Volumetric Data with Efficient 3D Deep Learning
  6. Altmetric Badge
    Chapter 5 A Novel Cell Detection Method Using Deep Convolutional Neural Network and Maximum-Weight Independent Set
  7. Altmetric Badge
    Chapter 6 Deep Learning for Histopathological Image Analysis: Towards Computerized Diagnosis on Cancers
  8. Altmetric Badge
    Chapter 7 Interstitial Lung Diseases via Deep Convolutional Neural Networks: Segmentation Label Propagation, Unordered Pooling and Cross-Dataset Learning
  9. Altmetric Badge
    Chapter 8 Three Aspects on Using Convolutional Neural Networks for Computer-Aided Detection in Medical Imaging
  10. Altmetric Badge
    Chapter 9 Cell Detection with Deep Learning Accelerated by Sparse Kernel
  11. Altmetric Badge
    Chapter 10 Fully Convolutional Networks in Medical Imaging: Applications to Image Enhancement and Recognition
  12. Altmetric Badge
    Chapter 11 On the Necessity of Fine-Tuned Convolutional Neural Networks for Medical Imaging
  13. Altmetric Badge
    Chapter 12 Fully Automated Segmentation Using Distance Regularised Level Set and Deep-Structured Learning and Inference
  14. Altmetric Badge
    Chapter 13 Combining Deep Learning and Structured Prediction for Segmenting Masses in Mammograms
  15. Altmetric Badge
    Chapter 14 Deep Learning Based Automatic Segmentation of Pathological Kidney in CT: Local Versus Global Image Context
  16. Altmetric Badge
    Chapter 15 Robust Cell Detection and Segmentation in Histopathological Images Using Sparse Reconstruction and Stacked Denoising Autoencoders
  17. Altmetric Badge
    Chapter 16 Automatic Pancreas Segmentation Using Coarse-to-Fine Superpixel Labeling
  18. Altmetric Badge
    Chapter 17 Interleaved Text/Image Deep Mining on a Large-Scale Radiology Image Database
Overall attention for this book and its chapters
Altmetric Badge

Mentioned by

16 tweeters
1 Facebook page


54 Dimensions

Readers on

119 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.
Deep Learning and Convolutional Neural Networks for Medical Image Computing
Published by
Springer International Publishing, January 2017
DOI 10.1007/978-3-319-42999-1
978-3-31-942999-1, 978-3-31-942998-4

Le Lu, Yefeng Zheng, Gustavo Carneiro, Lin Yang

Twitter Demographics

The data shown below were collected from the profiles of 16 tweeters who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 119 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 119 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 6 5%
Student > Master 3 3%
Unspecified 1 <1%
Student > Bachelor 1 <1%
Student > Doctoral Student 1 <1%
Other 2 2%
Unknown 105 88%
Readers by discipline Count As %
Engineering 4 3%
Computer Science 4 3%
Physics and Astronomy 2 2%
Social Sciences 1 <1%
Unspecified 1 <1%
Other 0 0%
Unknown 107 90%