scholarly journals Markov chain for heart failure diagnostic decision model with irregular Thoracic Fluid Content measurements

2018 ◽  
Vol 210 ◽  
pp. 04028
Author(s):  
Paweł Moszczyński ◽  
Andrzej Walczak
Keyword(s):  
Markov Chain ◽  
Decision Model ◽  
Markov Chain Analysis ◽  
Medical Patients ◽  
Fluid Content ◽  
Optimization Task ◽  
Chain Analysis ◽  
Impedance Cardiograph ◽  
Diagnostic Decision ◽  
Irregular Data

Properties of results obtained on Markov processes analysis in medical applications have been illustrated. Calculation was done for measurement of Thoracic Fluid Content by means of impedance cardiograph for chosen medical patients population. Main medical aspect of Markov chain calculation has been underlined to exhibit some constraints in decision making with such math models. Markov chain analysis was done as optimization task. Effective algorithm for irregular data in continuous time has been proposed.

scholarly journals Assessing Changes in Soil Erosion Rates: A Markov Chain Analysis

1999 ◽  
Vol 31 (3) ◽  
pp. 611-622 ◽  
Author(s):  
Rhonda Skaggs ◽  
Soumen Ghosh
Keyword(s):  
Markov Chain ◽  
Soil Erosion ◽  
Great Plains ◽  
Markov Chain Analysis ◽  
Conservation Policies ◽  
Erosion Rates ◽  
National Resources Inventory ◽  
Long Run ◽  
Chain Analysis ◽  
Soil Erosion Rates

AbstractMarkov chain analysis (one-step and long-run) is applied to the National Resources Inventory (NRI) database to evaluate changes in wind-based soil erosion rates over time. The research compares changes in soil erosion rates between NRI sample sites with and without applied conservation practices for a random sample of Great Plains counties. No significant differences between sites are found for half of the counties evaluated. The effectiveness and efficiency of conservation policies are thus questioned in light of these research results.

Markov chain analysis of Leading Ones problem

2017 ◽  
Vol 22 (4) ◽  
pp. 443-448 ◽  
Author(s):  
Yifei Du ◽  
Kenji Aoki ◽  
Makoto Sakamoto ◽  
Hiroshi Furutani ◽  
Kunihito Yamamori
Keyword(s):  
Markov Chain ◽  
Markov Chain Analysis ◽  
Chain Analysis

262 Markov Chain Analysis of Time Dependent Changes in AMR Using the 2011 ISHLT pAMR Classification

2012 ◽  
Vol 31 (4) ◽  
pp. S95
Author(s):  
G. Snow ◽  
J. Stehlik ◽  
E.H. Hammond ◽  
K. Brunisholz ◽  
E. Gilbert ◽  
...  
Keyword(s):  
Markov Chain ◽  
Time Dependent ◽  
Markov Chain Analysis ◽  
Chain Analysis
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