Seems I didn't need the reshape. This works, not sure its the most elegant way
%Now create Montage
IMrow=[];
IMout=[];
ct=0;
for j=1:4 %rows
for i=1:10 % cols
ct=ct+1
IM=ROIC_Array{ct}
IMrow=horzcat(IMrow,IM);
end
if rem(j,2)==1 %If ODD
% Do nothing
else
IMrow=fliplr(IMrow);
end
IMout=vertcat(IMout,IMrow);
IMrow=[];
end
figure
ax=subplot(1,1,1);
myImagesc(app,ax,IMout);