Statistical approaches in quantitative positron emission tomography

RM Leahy, J Qi - Statistics and Computing, 2000 - Springer
Positron emission tomography is a medical imaging modality for producing 3D images of the
spatial distribution of biochemical tracers within the human body. The images are …

[HTML][HTML] Quantitative statistical methods for image quality assessment

J Dutta, S Ahn, Q Li - Theranostics, 2013 - ncbi.nlm.nih.gov
Quantitative measures of image quality and reliability are critical for both qualitative
interpretation and quantitative analysis of medical images. While, in theory, it is possible to …

Attenuation compensation for cardiac single-photon emission computed tomographic imaging: Part 2. Attenuation compensation algorithms

MA King, BMW Tsui, TS Pan, SJ Glick… - Journal of nuclear …, 1996 - Springer
Attenuation is believed to be one of the major causes of false-positive cardiac single-photon
emission computed tomographic perfusion images. This article provides an introduction to …

Task‐based detectability in CT image reconstruction by filtered backprojection and penalized likelihood estimation

GJ Gang, JW Stayman, W Zbijewski… - Medical …, 2014 - Wiley Online Library
Purpose: Nonstationarity is an important aspect of imaging performance in CT and cone‐
beam CT (CBCT), especially for systems employing iterative reconstruction. This work …

Noise properties of filtered-backprojection and ML-EM reconstructed emission tomographic images

DW Wilson, BMW Tsui - IEEE transactions on nuclear science, 1993 - ieeexplore.ieee.org
Noise properties of emission tomographic reconstructed images are compared using
maximum-likelihood-expectation-maximization (ML-EM) and filtered-backprojection (FBP) …

Penalized maximum likelihood reconstruction for improved microcalcification detection in breast tomosynthesis

M Das, HC Gifford, JM O'Connor… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
We examined the application of an iterative penalized maximum likelihood (PML)
reconstruction method for improved detectability of microcalcifications (MCs) in digital breast …

Performance evaluation of filtered backprojection reconstruction and iterative reconstruction methods for PET images

CX Wang, WE Snyder, G Bilbro, P Santago - Computers in biology and …, 1998 - Elsevier
The filtered backprojection (FBP) algorithm and statistical model based iterative algorithms
such as the maximum likelihood (ML) reconstruction or the maximum a posteriori (MAP) …

Reconstruction of two-and three-dimensional images from synthetic-collimator data

DW Wilson, HH Barrett… - IEEE transactions on …, 2000 - ieeexplore.ieee.org
A novel SPECT collimation method, termed the synthetic collimator, is proposed. The
synthetic collimator employs a multiple-pinhole aperture and a high-resolution detector. The …

Theoretical study of lesion detectability of MAP reconstruction using computer observers

J Qi, RH Huesman - IEEE transactions on medical imaging, 2001 - ieeexplore.ieee.org
The low signal-to-noise ratio (SNR) in emission data has stimulated the development of
statistical image reconstruction methods based on the maximum a posteriori (MAP) …

Analysis of stopping criteria for the EM algorithm in the context of patient grouping according to length of stay

R Abbi, E El-Darzi, C Vasilakis… - 2008 4th International …, 2008 - ieeexplore.ieee.org
The expectation maximisation (EM) algorithm is an iterative maximum likelihood procedure
often used for estimating the parameters of a mixture model. Theoretically, increases in the …