Evaluating Synthetic Medical Images Using Artificial Intelligence with the GAN Algorithm

Evaluating Synthetic Medical Images Using Artificial Intelligence with the GAN Algorithm

In recent years, considerable work has been conducted on the development of synthetic medical images, but there are no satisfactory methods for evaluating their medical suitability. Existing methods mainly evaluate the quality of noise in the images, and the similarity of the images to the real imag...

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Bibliographic Details
Main Authors: Akmalbek Bobomirzaevich Abdusalomov, Rashid Nasimov, Nigorakhon Nasimova, Bahodir Muminov, Taeg Keun Whangbo
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Sensors
Subjects:
echocardiogram
artificial intelligence
echocardiography
generative adversarial networks
convolutional neural network
FID
Online Access:https://www.mdpi.com/1424-8220/23/7/3440

Internet

https://www.mdpi.com/1424-8220/23/7/3440

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