Latent Gaussian random field mixture models
For many problems in geostatistics, land cover classification, and brain imaging the classical
Gaussian process models are unsuitable due to sudden, discontinuous, changes in the …
Gaussian process models are unsuitable due to sudden, discontinuous, changes in the …
Statistical learning in computed tomography image estimation
Purpose There is increasing interest in computed tomography (CT) image estimations from
magnetic resonance (MR) images. The estimated CT images can be utilized for attenuation …
magnetic resonance (MR) images. The estimated CT images can be utilized for attenuation …
Comparison of hidden Markov chain models and hidden Markov random field models in estimation of computed tomography images
Two principal areas of application for estimated computed tomography (CT) images are
dose calculations in magnetic resonance imaging (MRI) based radiotherapy treatment …
dose calculations in magnetic resonance imaging (MRI) based radiotherapy treatment …
Deep neural network with FGL for small dataset classification
C Guo, R Li, M Yang, X Tang - IET Image Processing, 2019 - Wiley Online Library
In certain applications, classification models have to be trained with small datasets. This
study proposes a new deep neural network with a feature generalisation layer (FGL). First …
study proposes a new deep neural network with a feature generalisation layer (FGL). First …
Statistical Methods in Computed Tomography Image Estimation
FL Bayisa, X Liu, A Garpebring, J Yu - arXiv preprint arXiv:1805.11126, 2018 - arxiv.org
Purpose: There is increasing interest in computed tomography (CT) image estimations from
magnetic resonance (MR) images. The estimated CT images can be utilised for attenuation …
magnetic resonance (MR) images. The estimated CT images can be utilised for attenuation …
Computed Tomography Image Estimation by Statistical Learning Methods
FL Bayisa, X Liu, A Garpebring, J Yu - 2018 - diva-portal.org
There is increasing interest in computed tomography (CT) image estimations from magnetic
resonance (MR) images. The estimated CT images can be utilised for attenuation correction …
resonance (MR) images. The estimated CT images can be utilised for attenuation correction …