This GIT respository contains all files needed for an adequate analysis of the gait (6MWT) accelerometer data.
You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
 
 
 
 

95 lines
3.3 KiB

%% Description file
%% Clear and close
clear;
close all;
%% Load data;
load('GaitVarOutcomes30april.mat')
Participants = fields(OutcomesAcc);
%% Settings;
counter = 1;
run = 1;
ParticipantNr = 0;
ConditionNames = {'TwoMWT','InsidePath','InsideStraight','Outside','Treadmill_Comfortable','Treadmill_Condition1','Treadmill_Condition2','Treadmill_Condition3','Treadmill_Condition4','Treadmill_Condition5','Treadmill_Condition6','Treadmill_Condition7','Treadmill_Condition8'};
%% Reorder data;
for i = 1: length(Participants);
% Participant Nr;
ParticipantNr = ParticipantNr + 1;
% Group Nr;
if contains(Participants(i),'Y');
Group = 1;
else
Group = 2;
end
WalkingConditions = fields(OutcomesAcc.([char(Participants(i))]));
for j = 1: length(WalkingConditions);
if strcmp(char(WalkingConditions(j)),'Treadmill')
SubConditions = fieldnames(OutcomesAcc.([char(Participants(i))]).([char(WalkingConditions(j))]));
for k = 1: length(SubConditions);
NameTreadmill = [char(WalkingConditions(j)),'_',char(SubConditions(k))];
ConditionNr = find(strcmp(ConditionNames, NameTreadmill));
Parameters = fieldnames(OutcomesAcc.([char(Participants(i))]).([char(WalkingConditions(j))]).([char(SubConditions(k))]));
for l = 1: length(Parameters);
Data(counter+1,1) = {([char(Participants(i))])};
Data(counter+1,2) = {ParticipantNr};
Data(counter+1,3) = {Group};
Data(counter+1,4) = {([char(NameTreadmill)])};
Data(counter+1,5) = {ConditionNr};
Data(counter+1,l+5) = {OutcomesAcc.([char(Participants(i))]).([char(WalkingConditions(j))]).([char(SubConditions(k))]).([char(Parameters(l))])(1)};
end
counter = counter+1;
end
else
ConditionNr = find(strcmp(ConditionNames, WalkingConditions(j)));
Parameters = fieldnames(OutcomesAcc.([char(Participants(i))]).([char(WalkingConditions(j))]));
for l = 1: length(Parameters);
Data(counter+1,1) = {([char(Participants(i))])};
Data(counter+1,2) = {ParticipantNr};
Data(counter+1,3) = {Group};
Data(counter+1,4) = {([char(WalkingConditions(j))])};
Data(counter+1,5) = {ConditionNr};
Data(counter+1,l+5) = {OutcomesAcc.([char(Participants(i))]).([char(WalkingConditions(j))]).([char(Parameters(l))])(1)};
end
counter = counter+1;
end
if run == 1;
Data(1,1) = {'ParticipantCode'};
Data(1,2) = {'ParticipantNr'};
Data(1,3) = {'Group'};
Data(1,4) = {'ConditionName'};
Data(1,5) = {'ConditionNr'};
Data(1,6:(size(Parameters,1)+5)) = Parameters'; % First row with variable names;
run = run+1;
end
end
end
if ispc;
xlswrite('GaitVariabilityOutcomes.xls', 'Data');
elseif ismac;
filename = 'GaitVariabilityOutcomes.xlsx';
writecell(Data,filename);
else
end