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Copy pathcalcFlicker.m
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160 lines (144 loc) · 7.16 KB
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function [OD, OS] = calcFlicker(PlotAndSave, filename)
%% Load data
if ~exist('filename', 'var')
[~, FlickerOD, ~, ~, FlickerOS, ~, filename] = loadRETevalPHNR;
else
[~, FlickerOD, ~, ~, FlickerOS, ~, filename] = loadRETevalPHNR(filename);
end
%% Extract response to Flicker 28Hz stimulation and trim NaN values
if ~isempty(FlickerOD)
mask = isnan(FlickerOD);
TimeOD = FlickerOD(:,1);
TimeOD = TimeOD(~mask(:,2));
VoltOD = FlickerOD(:,2);
VoltOD = VoltOD(~mask(:,1));
end
if ~isempty(FlickerOS)
mask = isnan(FlickerOS);
TimeOS = FlickerOS(:,1);
TimeOS = TimeOS(~mask(:,2));
VoltOS = FlickerOS(:,2);
VoltOS = VoltOS(~mask(:,1));
end
clear mask
%% Split into three sections
if ~isempty(TimeOD)
[pksPosOD,locsPosOD] = findpeaks(VoltOD);
[pksNegOD,locsNegOD] = findpeaks(-VoltOD);
[~, locTopPeaks] = maxk(pksPosOD, 3);
FirstTimeOD = times((TimeOD <= TimeOD(locsPosOD(locTopPeaks(1)))), TimeOD);
SecondTimeOD = times((TimeOD <= TimeOD(locsPosOD(locTopPeaks(2))) & TimeOD > TimeOD(locsPosOD(locTopPeaks(1)))), TimeOD);
ThirdTimeOD = times((TimeOD <= TimeOD(locsPosOD(locTopPeaks(3))) & TimeOD > TimeOD(locsPosOD(locTopPeaks(2)))), TimeOD);
FirstVoltOD = times((TimeOD <= TimeOD(locsPosOD(locTopPeaks(1)))), VoltOD);
SecondVoltOD = times((TimeOD <= TimeOD(locsPosOD(locTopPeaks(2))) & TimeOD > TimeOD(locsPosOD(locTopPeaks(1)))), VoltOD);
ThirdVoltOD = times((TimeOD <= TimeOD(locsPosOD(locTopPeaks(3))) & TimeOD > TimeOD(locsPosOD(locTopPeaks(2)))), VoltOD);
[firstpksPosOD, firstlocsPosOD] = findpeaks(FirstVoltOD);
[secondpksPosOD, secondlocsPosOD] = findpeaks(SecondVoltOD);
[thirdpksPosOD, thirdlocsPosOD] = findpeaks(ThirdVoltOD);
[firstpksNegOD, firstlocsNegOD] = findpeaks(-FirstVoltOD);
[secondpksNegOD, secondlocsNegOD] = findpeaks(-SecondVoltOD);
[thirdpksNegOD, thirdlocsNegOD] = findpeaks(-ThirdVoltOD);
[firstlocBwaveOD, firstlocAwaveOD] = ABwave(firstpksPosOD, firstpksNegOD, firstlocsPosOD, firstlocsNegOD, TimeOD, VoltOD);
[secondlocBwaveOD,secondlocAwaveOD] = ABwave(secondpksPosOD, secondpksNegOD, secondlocsPosOD, secondlocsNegOD, TimeOD, VoltOD);
[thirdlocBwaveOD, thirdlocAwaveOD] = ABwave(thirdpksPosOD, thirdpksNegOD, thirdlocsPosOD, thirdlocsNegOD, TimeOD, VoltOD);
x = minus(VoltOD(firstlocBwaveOD), VoltOD(firstlocAwaveOD));
y = minus(VoltOD(secondlocBwaveOD), VoltOD(secondlocAwaveOD));
z = minus(VoltOD(thirdlocBwaveOD), VoltOD(thirdlocAwaveOD));
AmpOD = [x, y, z]; % individual peak-to-peak amplitudes in time domain
AmpODavg = mean(AmpOD); % average peak-to-peak amplitude in time domain
AmpODfft = fftRETevalAmp(TimeOD/1000, VoltOD, 28); %1st harmonic amplitude
else
AmpOD = [0, 0, 0];
AmpODavg = [0];
AmpODfft = [0];
end
% Repeat for left eye
if ~isempty(TimeOS)
[pksPosOS,locsPosOS] = findpeaks(VoltOS);
[pksNegOS,locsNegOS] = findpeaks(-VoltOS);
[~, locTopPeaks] = maxk(pksPosOS, 3);
FirstTimeOS = times((TimeOS <= TimeOS(locsPosOS(locTopPeaks(1)))), TimeOS);
SecondTimeOS = times((TimeOS <= TimeOS(locsPosOS(locTopPeaks(2))) & TimeOS > TimeOS(locsPosOS(locTopPeaks(1)))), TimeOS);
ThirdTimeOS = times((TimeOS <= TimeOS(locsPosOS(locTopPeaks(3))) & TimeOS > TimeOS(locsPosOS(locTopPeaks(2)))), TimeOS);
FirstVoltOS = times((TimeOS <= TimeOS(locsPosOS(locTopPeaks(1)))), VoltOS);
SecondVoltOS = times((TimeOS <= TimeOS(locsPosOS(locTopPeaks(2))) & TimeOS > TimeOS(locsPosOS(locTopPeaks(1)))), VoltOS);
ThirdVoltOS = times((TimeOS <= TimeOS(locsPosOS(locTopPeaks(3))) & TimeOS > TimeOS(locsPosOS(locTopPeaks(2)))), VoltOS);
[firstpksPosOS, firstlocsPosOS] = findpeaks(FirstVoltOS);
[secondpksPosOS, secondlocsPosOS] = findpeaks(SecondVoltOS);
[thirdpksPosOS, thirdlocsPosOS] = findpeaks(ThirdVoltOS);
[firstpksNegOS, firstlocsNegOS] = findpeaks(-FirstVoltOS);
[secondpksNegOS, secondlocsNegOS] = findpeaks(-SecondVoltOS);
[thirdpksNegOS, thirdlocsNegOS] = findpeaks(-ThirdVoltOS);
[firstlocBwaveOS, firstlocAwaveOS] = ABwave(firstpksPosOS, firstpksNegOS, firstlocsPosOS, firstlocsNegOS, TimeOS, VoltOS);
[secondlocBwaveOS, secondlocAwaveOS]= ABwave(secondpksPosOS, secondpksNegOS, secondlocsPosOS, secondlocsNegOS, TimeOS, VoltOS);
[thirdlocBwaveOS, thirdlocAwaveOS] = ABwave(thirdpksPosOS, thirdpksNegOS, thirdlocsPosOS, thirdlocsNegOS, TimeOS, VoltOS);
% Calculations
x = minus(VoltOS(firstlocBwaveOS), VoltOS(firstlocAwaveOS));
y = minus(VoltOS(secondlocBwaveOS), VoltOS(secondlocAwaveOS));
z = minus(VoltOS(thirdlocBwaveOS), VoltOS(thirdlocAwaveOS));
AmpOS = [x, y, z]; % individual peak-to-peak amplitude in time domain
AmpOSavg = mean(AmpOS); % average peak-to-peak amplitude in time domain
AmpOSfft = fftRETevalAmp(TimeOS/1000, VoltOS, 28); %1st harmonic amplitude
else
AmpOS = [0, 0, 0];
AmpOSavg = [0];
AmpOSfft = [0];
end
%% Generate a structure containing all analyzed data
if ~isempty(FlickerOD)
OD = struct;
OD.Time = TimeOD;
OD.Volt = VoltOD;
OD.Amps = AmpOD;
OD.AmpAvg = AmpODavg;
OD.AmpFFT = AmpODfft;
else
FlickerOD = [];
end
if ~isempty(FlickerOS)
OS = struct;
OS.Time = TimeOS;
OS.Volt = VoltOS;
OS.Amps = AmpOS;
OS.AmpAvg = AmpOSavg;
OS.AmpFFT = AmpOSfft;
else
FlickerOS = [];
end
%% Plot responses in time and circle peaks locations 'visible','off'
if exist('PlotAndSave', 'var') && PlotAndSave
figure('Name', 'Frequency Response Profile'); hold on;
subplot(2,1,1)
if ~isempty(FlickerOD)
plot(TimeOD, VoltOD, 'k');
hold on
%scatter(TimeOD(locsPosOD), VoltOD(locsPosOD),'or');
%scatter(TimeOD(locsNegOD), VoltOD(locsNegOD),'ob');
scatter(TimeOD(firstlocBwaveOD), VoltOD(firstlocBwaveOD),'or');
scatter(TimeOD(firstlocAwaveOD), VoltOD(firstlocAwaveOD),'ob');
scatter(TimeOD(secondlocBwaveOD), VoltOD(secondlocBwaveOD),'or');
scatter(TimeOD(secondlocAwaveOD), VoltOD(secondlocAwaveOD),'ob');
scatter(TimeOD(thirdlocBwaveOD), VoltOD(thirdlocBwaveOD),'or');
scatter(TimeOD(thirdlocAwaveOD), VoltOD(thirdlocAwaveOD),'ob');
xlabel('Time (ms)');
ylabel('Amplitude (microV)');
end
subplot(2,1,2)
if ~isempty(FlickerOS)
plot(TimeOS, VoltOS, 'k');
hold on
scatter(TimeOS(firstlocBwaveOS), VoltOS(firstlocBwaveOS),'or');
scatter(TimeOS(firstlocAwaveOS), VoltOS(firstlocAwaveOS),'ob');
scatter(TimeOS(secondlocBwaveOS), VoltOS(secondlocBwaveOS),'or');
scatter(TimeOS(secondlocAwaveOS), VoltOS(secondlocAwaveOS),'ob');
scatter(TimeOS(thirdlocBwaveOS), VoltOS(thirdlocBwaveOS),'or');
scatter(TimeOS(thirdlocAwaveOS), VoltOS(thirdlocAwaveOS),'ob');
xlabel('Time (ms)');
ylabel('Amplitude (microV)');
end
% Save data and plots to disk
[filepath,name,~] = fileparts(filename);
print([filepath filesep name '-Flicker28hzPlot.pdf'],'-dpdf','-fillpage');
save([filepath filesep name '-Flicker28hzData.mat'], 'OD', 'OS');
end
end