A Hybrid Approach for Approximating the Ideal Observer for Joint Signal Detection and Estimation Tasks by Use of Supervised Learning and Markov-Chain Monte Carlo Methods

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2021.3135147 ◽

2021 ◽

pp. 1-1

Author(s):

Kaiyan Li ◽

Weimin Zhou ◽

Hua Li ◽

Mark A. Anastasio

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Signal Detection ◽

Supervised Learning ◽

Monte Carlo Methods ◽

Hybrid Approach ◽

Ideal Observer ◽

Detection And Estimation ◽

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Markov-Chain Monte Carlo approximation of the Ideal Observer using generative adversarial networks

Medical Imaging 2020: Image Perception, Observer Performance, and Technology Assessment ◽

10.1117/12.2549732 ◽

2020 ◽

Author(s):

Weimin Zhou ◽

Mark A. Anastasio

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Ideal Observer ◽

Generative Adversarial Networks ◽

Adversarial Networks ◽

Monte Carlo Approximation ◽

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Markov Chain Monte Carlo Methods for Reserves Estimation

10.2523/10065-ms ◽

2005 ◽

Author(s):

Andrew W. Wadsley

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Monte Carlo Methods

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Statistical Inference for Coherent Systems from Partial Information and Markov Chain Monte Carlo Methods.

10.21236/ada305676 ◽

1996 ◽

Author(s):

Hani Doss

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Statistical Inference ◽

Monte Carlo Methods ◽

Partial Information ◽

Coherent Systems

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An Aspect Oriented Framework to Applying Markov Chain Monte Carlo Methods with Dynamic Models

TMS/DEVS Symposium on Theory of Modeling & Simulation (TMS/DEVS 2016) ◽

10.22360/springsim.2016.tmsdevs.040 ◽

2016 ◽

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Monte Carlo Methods ◽

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Discrete optimization, SPSA and Markov chain Monte Carlo methods

Proceedings of the 2004 American Control Conference ◽

10.23919/acc.2004.1384507 ◽

2004 ◽

Author(s):

L. Gerencser ◽

S.D. Hill ◽

Z. Vago ◽

Z. Vincze

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Discrete Optimization ◽

Monte Carlo Methods

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Markov chain Monte Carlo methods in biostatistics

Statistical Methods in Medical Research ◽

10.1177/096228029600500402 ◽

1996 ◽

Vol 5 (4) ◽

pp. 339-355 ◽

Author(s):

Andrew Gelman ◽

Donald B Rubin

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Monte Carlo Methods

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Semi-blind channel estimation of Multiple-Input/Multiple-Output systems based on Markov Chain Monte Carlo methods

Journal of Electronics (China) ◽

10.1007/bf02687870 ◽

2004 ◽

Vol 21 (3) ◽

pp. 184-190

Author(s):

Wei Jiang ◽

Haige Xiang

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Channel Estimation ◽

Monte Carlo Methods ◽

Multiple Input Multiple Output ◽

Blind Channel Estimation ◽

Blind Channel ◽

Multiple Input ◽

Input Multiple Output

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Markov Chain Monte Carlo Methods for Reserves Estimation

10.2523/iptc-10065-ms ◽

2005 ◽

Author(s):

Andrew W. Wadsley

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Monte Carlo Methods

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Inferring Leadership from Group Dynamics Using Markov Chain Monte Carlo Methods

Modeling, Simulation and Visual Analysis of Crowds - The International Series in Video Computing ◽

10.1007/978-1-4614-8483-7_13 ◽

2013 ◽

pp. 325-346

Author(s):

Avishy Y. Carmi ◽

Lyudmila Mihaylova ◽

François Septier ◽

Sze Kim Pang ◽

Pini Gurfil ◽

...

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Group Dynamics ◽

Monte Carlo Methods

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Markov Chain Monte Carlo Methods

Statistical Computing with R ◽

10.1201/9780429192760-11 ◽

2019 ◽

pp. 297-336

Author(s):

Maria L. Rizzo

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Monte Carlo Methods

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