Table 1 Population Demographics of the FLOODLIGHT PoC dataset\(^{1}\). Clinical scores taken as the average per subject over the entire study, where the mean ± standard deviation across population are reported; RRMS, Relapsing-remitting MS; PPMS, Primary-progressive MS; SPMS, Secondary-progressive MS; EDSS, Expanded Disability Status Scale; T25FW, the Timed 25-Foot Walk; EDSS (amb.) refers to the ambulation sub-score as part of the EDSS; [s], indicates measurement in seconds;

From: Interpretable deep learning for the remote characterisation of ambulation in multiple sclerosis using smartphones

 

HC

PwMSmild\(^{a}\)

PwMSmod\(^{b}\)

(n=24)

(n=52)

(n=21)

Age

35.6 ± 8.9

39.3 ± 8.3

40.5 ± 6.9

Sex (M/F)

18/6

16/36

7/14

RRMS/PPMS/SPMS

 

52/0/0

14/3/4

EDSS

 

1.7 ± 0.8

4.2 ± 0.7

EDSS (amb.)

 

0.1 ± 0.3

1.9 ± 1.5

T25FW [s]

5.0 ± 0.9

5.3 ± 0.9

7.9 ± 2.2

  1. \(^{1}\) For more information on the study population we refer the reader to3 and37;
  2. \(^{a}\) PwMS with average EDSS \(<3.5\) ;
  3. \(^{b}\) PwMS with average EDSS \(\ge 3.5\).