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A survey on deep learning in medical image analysis

Medical Image Analysis

Aug 5, 2017

Geert LitjensClara I Sánchez

Abstract

Deep learning algorithms, in particular convolutional networks, have rapidly become a methodology of choice for analyzing medical images. This paper reviews the major deep learning concepts pertinent to medical image analysis and summarizes over 300 contributions to the field, most of w...read more

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Study
Biologic Segmentation
Research
Classification
Lung
Optical Image Reconstruction
Neural Network Simulation
Retinaldehyde
Breast
Challenge
150
2
1
4200
1
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A survey on deep learning in medical image analysis

Medical Image Analysis

Aug 5, 2017

Geert LitjensClara I Sánchez

PMID: 28778026

DOI: 10.1016/j.media.2017.07.005

Abstract

Deep learning algorithms, in particular convolutional networks, have rapidly become a methodology of choice for analyzing medical images. This paper reviews the major deep learning concepts pertinent to medical image analysis and summarizes over 300 contributions to the field, most of w...read more

Mentioned in this Paper

Study
Biologic Segmentation
Research
Classification
Lung
Optical Image Reconstruction
Neural Network Simulation
Retinaldehyde
Breast
Challenge
150
2
1
4200
1

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Computer Vision in Medicine

Computer Vision in medicine has shown great application in surgery and therapy of some diseases. Discover the latest research on Computer Vision in this feed.

Neural Networks

Here is the latest research on physiological and in silico networks and circuits implicated in the nervous system.

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Neural Computation

Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

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Waseem Rawat, Zenghui Wang
Medical & Biological Engineering & Computing

Cell segmentation in histopathological images with deep learning algorithms by utilizing spatial relationships

Medical & Biological Engineering & ComputingMarch 2, 2017
Nuh Hatipoglu, Gokhan Bilgin
Paper Details
References
  • References
  • Citations184
  • finger pointing at paper

    References currently unavailable

    We're still populating references for this paper, please check back later.
  • References
  • Citations184
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