Synthesis of Thoracic Computer Tomography Images using Generative Adversarial Networks

Synthesis of Thoracic Computer Tomography Images using Generative Adversarial Networks

The use of machine learning algorithms to enhance and facilitate medical diagnosis and analysis is a promising and an important area, which could improve the workload of clinicians’ substantially. In order for machine learning algorithms to learn a certain task, large amount of data needs to be avai...

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Bibliographic Details
Main Author: Hagvall Hörnstedt, Julia
Format: Others
Language:English
Published: Linköpings universitet, Avdelningen för medicinsk teknik 2019
Subjects:
Generative Adversarial Networks
deep learning
image synthesis
synthetic images
image segmentation
Medical Engineering
Medicinteknik
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-158280

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-158280

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