Bayesian segmentation of chest tumors in pet scans using a Poisson-Gamma mixture model

Zacharie Irace; Marcelo A. Pereyra; Nicolas Dobigeon; Hadj Batatia

doi:10.1109/SSP.2011.5967828

Bayesian segmentation of chest tumors in pet scans using a Poisson-Gamma mixture model

Zacharie Irace, Marcelo A. Pereyra, Nicolas Dobigeon, Hadj Batatia

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2011 IEEE Statistical Signal Processing Workshop (SSP)
Pages	809-812
Number of pages	4
ISBN (Electronic)	978-1-4577-0570-0
DOIs	https://doi.org/10.1109/SSP.2011.5967828
Publication status	Published - 2011

Keywords

Bayes methods
Markov processes
Monte Carlo methods
image segmentation
medical image processing
positron emission tomography
tumours
Bayesian segmentation
Markov chain Monte Carlo algorithm
Markov field
PET image segmentation
Poisson-Gamma mixture model
chest tumor
Bayesian methods
Biological system modeling
Image segmentation
Positron emission tomography
Tumors
Bayesian estimation
Gibbs sampler
Markov-Potts
Mixture model
Negative Binomial
PET imaging
Poisson-Gamma

Access to Document

10.1109/SSP.2011.5967828

Cite this

@inproceedings{3c45203eb4b04c37bbcfe40ebb612af0,

title = "Bayesian segmentation of chest tumors in pet scans using a Poisson-Gamma mixture model",

keywords = "Bayes methods, Markov processes, Monte Carlo methods, image segmentation, medical image processing, positron emission tomography, tumours, Bayesian segmentation, Markov chain Monte Carlo algorithm, Markov field, PET image segmentation, Poisson-Gamma mixture model, chest tumor, Bayesian methods, Biological system modeling, Image segmentation, Positron emission tomography, Tumors, Bayesian estimation, Gibbs sampler, Markov-Potts, Mixture model, Negative Binomial, PET imaging, Poisson-Gamma",

author = "Zacharie Irace and Pereyra, {Marcelo A.} and Nicolas Dobigeon and Hadj Batatia",

year = "2011",

doi = "10.1109/SSP.2011.5967828",

language = "English",

isbn = "978-1-4577-0569-4",

pages = "809--812",

booktitle = "2011 IEEE Statistical Signal Processing Workshop (SSP)",

}

TY - GEN

T1 - Bayesian segmentation of chest tumors in pet scans using a Poisson-Gamma mixture model

AU - Irace, Zacharie

AU - Pereyra, Marcelo A.

AU - Dobigeon, Nicolas

AU - Batatia, Hadj

PY - 2011

Y1 - 2011

KW - Bayes methods

KW - Markov processes

KW - Monte Carlo methods

KW - image segmentation

KW - medical image processing

KW - positron emission tomography

KW - tumours

KW - Bayesian segmentation

KW - Markov chain Monte Carlo algorithm

KW - Markov field

KW - PET image segmentation

KW - Poisson-Gamma mixture model

KW - chest tumor

KW - Bayesian methods

KW - Biological system modeling

KW - Image segmentation

KW - Positron emission tomography

KW - Tumors

KW - Bayesian estimation

KW - Gibbs sampler

KW - Markov-Potts

KW - Mixture model

KW - Negative Binomial

KW - PET imaging

KW - Poisson-Gamma

U2 - 10.1109/SSP.2011.5967828

DO - 10.1109/SSP.2011.5967828

M3 - Conference contribution

SN - 978-1-4577-0569-4

SP - 809

EP - 812

BT - 2011 IEEE Statistical Signal Processing Workshop (SSP)

ER -