Original ResearchLearning dynamic Bayesian networks from time-dependent and time-independent data: Unraveling disease progression in Amyotrophic Lateral Sclerosis
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Graphical abstract
Abbreviations
ALS
amyotrophic lateral sclerosis
ALS-FRS
ALS functional rating scale
ALS-FRS-R
ALS functional rating scale revised
NIV
non-invasive ventilation
PGM
probabilistic graphical model
BN
Bayesian network
DBN
dynamic Bayesian network
sdtDBN
tree-augmented DBN with static and dynamic variables
LL
log-likelihood scoring function
MDL
minimum description length scoring function
Keywords
Amyotrophic lateral sclerosis
Probabilistic graphical models
Dynamic Bayesian networks
Polynomial-time optimal algorithm
Disease progression
Time variant and time invariant variables
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