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. 2019 Feb 28;13:135. doi: 10.3389/fnins.2019.00135

Table 6.

Research overview: Patient stratification (1/2).

Key Dataset(s) origin Dataset(s) type Dataset(s) length Scope Approach Clustering feature(s) Number of clusters found
Visser et al., 2007 Dutch university
hospitals
Real-life 37 Progression Clinical observations Limb involvement 3
Gomeni and Fava, 2013 ProACT Clinical trial 338 Progression Unsupervised
(non-linear
Weibull model rajiestimation)
Clinical features 2
Balendra et al., 2014a LiCALS, Mito
Target
Clinical trial 725 Progression Clinical observations Clinical stages 5
Ko et al., 2014 ProAct Clinical trial 1822 Progression Clinical observations ALSFRS decline
rate
2
Elamin et al., 2015 Irish ALS registry,
Italy (Piemonte
Region)
Population 326 Outcome Clinical observations Score based
on onset type,
ALSFRS rate
an executive
disfunction
3
Marin et al., 2015 FRALim register Population 322 Outcome Unsupervised (RECPAM) Clinical features 4

RECPAM, Recursive Partitioning and Amalgation.