Automated Processing and Phenotype Extraction of Ovine Medical Images Using a Combined Generative Adversarial Network and Computer Vision Pipeline

Automated Processing and Phenotype Extraction of Ovine Medical Images Using a Combined Generative Adversarial Network and Computer Vision Pipeline

The speed and accuracy of phenotype detection from medical images are some of the most important qualities needed for any informed and timely response such as early detection of cancer or detection of desirable phenotypes for animal breeding. To improve both these qualities, the world is leveraging...

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Bibliographic Details
Main Authors: James Francis Robson, Scott John Denholm, Mike Coffey
Format: article
Language:EN
Published: MDPI AG 2021
Subjects:
generative adversarial network
machine learning
automated medical image processing
deep neural network
animal science
CT scans
Chemical technology
TP1-1185
Online Access:https://doaj.org/article/a9ab647599b74df5b2b93ba334020e43
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https://doaj.org/article/a9ab647599b74df5b2b93ba334020e43

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