Gaussian Mixture with Max Expectation Guide for Stacked Architecture of Denoising Autoencoder and DRBM for Medical Chest Scans and Disease Identification

Gaussian Mixture with Max Expectation Guide for Stacked Architecture of Denoising Autoencoder and DRBM for Medical Chest Scans and Disease Identification

Artificial intelligence (AI), in particular deep learning, has proven to be efficient in medical diagnosis. This paper introduces a new hybrid deep learning model for pneumonia diagnosis based on chest CT scans. At the core of the model, a Gaussian mixture is combined with the expectation-maximizati...

Full description

Bibliographic Details
Main Authors: Mona Jamjoom, Abeer M. Mahmoud, Safia Abbas, Rania Hodhod
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Electronics
Subjects:
deep learning
pneumonia prediction
Gaussian mixture
convolution autoencoder
Boltzmann machine
Online Access:https://www.mdpi.com/2079-9292/12/1/105

Internet

https://www.mdpi.com/2079-9292/12/1/105

Similar Items