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<p class="MsoNormal">Dear fieldtrip community,<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">I’m using some of eeglab’s <b>dipfit</b> settings to source-localize frequency activity, but this is mainly a fieldtrip issue. I hope anyone can help me and I appreciate any advice. I have two issues and one question.<o:p></o:p></p>
<ol style="margin-top:0in" start="1" type="1">
<li class="MsoListParagraph" style="margin-left:0in;mso-list:l0 level1 lfo1">When I plot the source localization, the orientation is 90 degrees wrong. When using dipfit in eeglab, the activity is correctly localized; but after doing all the dipfit processes
– altered to plot frequency instead of component – frontal activity is being plot in the right ear. I thought something was wrong, so I artificially increased the activity at channel 12 (the anterior-most channel in my channel model), and the activity is coming
from the ear in the eloreta instead. I can’t figure out where the rotation is incorrect and how I should approach the solution, since in EEGLAB the channels are correctly plotted.<o:p></o:p></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l0 level1 lfo1">For some reason, fieldtrip won’t accept the atlas. The error says my axis are 10mm in diameter, and the atlas is 150mm in each direction. I’m reading the ROI_MNI_V4 atlas in. Do I
have to interpolate it?<o:p></o:p></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l0 level1 lfo1">I am not sure the following code is localizing and plotting the correct frequencies. I don’t think it’s working, but I haven’t tested individual frequencies yet since I haven’t fixed
the headmodel orientation issue.<o:p></o:p></li></ol>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Below is my code! Any feedback is welcome. Thank you so much in advance,<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:black">Ugo<o:p></o:p></span></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="color:black"> </span><o:p></o:p></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:#0C64C0;border:none windowtext 1.0pt;padding:0in">Ugo Bruzadin Nunes, Ph.D. Candidate (he/him)</span><o:p></o:p></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:#0C64C0;border:none windowtext 1.0pt;padding:0in">Visiting Assistant Professor, Psychology</span><o:p></o:p></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:#0C64C0;border:none windowtext 1.0pt;padding:0in">Webster University<o:p></o:p></span></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:#0C64C0;border:none windowtext 1.0pt;padding:0in"><o:p> </o:p></span></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><o:p> </o:p></p>
<p class="MsoNormal">Script/Code:<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">EEG = pop_dipfit_settings( EEG,
<span style="color:#A709F5">'hdmfile'</span>,<span style="color:#0E00FF">...</span><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> <span style="color:#A709F5">
'C:\\GitHub\\eeglab\\plugins\\dipfit3.7\\standard_BEM\\standard_vol.mat'</span>,<span style="color:#A709F5">'coordformat'</span>,<span style="color:#A709F5">'MNI'</span>,<span style="color:#A709F5">'mrifile'</span>,<span style="color:#0E00FF">...</span><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> <span style="color:#A709F5">
'C:\\GitHub\\eeglab\\plugins\\dipfit3.7\\standard_BEM\\standard_mri.mat'</span>,<span style="color:#A709F5">'chanfile'</span>,<span style="color:#0E00FF">...</span><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> [<span style="color:#A709F5">'C:\\GitHub\\eeglab\\plugins\\dipfit3.7\\standard_BEM\\elec\\standard_1005.elc '
</span>],<span style="color:#0E00FF">...</span><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> <span style="color:#A709F5">
'coord_transform'</span>,<span style="color:#0E00FF">...</span><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> [0.05476 -17.3653 -8.1318 0.075502 0.0031836 -1.5696 11.7138 12.7933 12.213] ,<span style="color:#A709F5">'chansel'</span>,[1:EEG.nbchan] );<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">atlas = ft_read_atlas(<span style="color:#A709F5">'ROI_MNI_V4.nii'</span>);<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas;color:#008013">%% compute spectral params (only need to be done once to get the right structures)</span><span style="font-size:10.0pt;font-family:Consolas"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">EEGdata = eeglab2fieldtrip(EEG,
<span style="color:#A709F5">'preprocessing'</span>, <span style="color:#A709F5">'none'</span>);<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">cfg = [];<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">cfg.method =
<span style="color:#A709F5">'mtmfft'</span>;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">cfg.output =
<span style="color:#A709F5">'powandcsd'</span>;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">cfg.tapsmofrq = 10;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">cfg.foilim = range;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">cfg.pad =
<span style="color:#A709F5">'nextpow2'</span>;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">cfg.gpu =
<span style="color:#A709F5">'yes'</span>;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">fftdata = ft_freqanalysis(cfg, EEGdata);<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas;color:#0E00FF">if
</span><span style="font-size:10.0pt;font-family:Consolas">~isfield(EEG,<span style="color:#A709F5">'lor'</span>)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> EEG.lor = struct();<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas;color:#0E00FF">end
</span><span style="font-size:10.0pt;font-family:Consolas"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">EEG.fftdata = fftdata;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas;color:#008013">%% read headmodel</span><span style="font-size:10.0pt;font-family:Consolas"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">p = fileparts(which(<span style="color:#A709F5">'eeglab'</span>));<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas;color:#0E00FF">if
</span><span style="font-size:10.0pt;font-family:Consolas">~isfield(EEG.lor,<span style="color:#A709F5">'HM'</span>)<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> headmodel = load(<span style="color:#A709F5">'-mat'</span>, EEG.dipfit.hdmfile);<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> headmodel = headmodel.vol;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> EEG.lor.HM = headmodel;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas;color:#0E00FF">else</span><span style="font-size:10.0pt;font-family:Consolas"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> headmodel = EEG.lor.HM;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas;color:#0E00FF">end</span><span style="font-size:10.0pt;font-family:Consolas"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg = [];<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.elec = fftdata.elec;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.headmodel = headmodel;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.reducerank = 2;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.grid.resolution = 10;
<span style="color:#008013">% use a 3-D grid with a 1 cm resolution</span><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.grid.unit =
<span style="color:#A709F5">'mm'</span>;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.channel = {
<span style="color:#A709F5">'all' </span>};<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.parallel =
<span style="color:#A709F5">'yes'</span>;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.solver =
<span style="color:#A709F5">'cg'</span>;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> [grid] = ft_prepare_leadfield(cfg);<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> EEG.lor.grid = grid;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas;color:#008013"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas;color:#008013"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> mri = load(<span style="color:#A709F5">'-mat'</span>, EEG.dipfit.mrifile);<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> mri = ft_volumereslice([], mri.mri);<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> EEG.lor.mri = mri;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">%% loops per frequency then plots<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">counter = 0;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">numfreq = size(frequencies,2);<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">EEGlor = EEG;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas">vol = load(<span style="color:#A709F5">'-mat'</span>, EEG.dipfit.hdmfile);<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas;color:#0E00FF">for
</span><span style="font-size:10.0pt;font-family:Consolas">i = 1:numfreq<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> <o:p>
</o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> atlas = ft_read_atlas(<span style="color:#A709F5">'ROI_MNI_V4.nii'</span>);<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> freq = frequencies(i);<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> <o:p>
</o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg = struct(g.ft_sourceanalysis_params{:});<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.frequency = freq;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.grid = grid;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.headmodel = headmodel;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.method =
<span style="color:#A709F5">'eloreta'</span>;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.atlas = atlas;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.roi = atlas.tissuelabel;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.eloreta.projectnoise =
<span style="color:#A709F5">'yes'</span>;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.eloreta.lambda = 5;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.gpu =
<span style="color:#A709F5">'yes'</span>;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> <o:p>
</o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> sourcemodel = ft_sourceanalysis(cfg, fftdata);<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> <o:p>
</o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> EEGlor.lor.cfg(numfreq) = cfg;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> EEGlor.lor.freq(numfreq) = fftdata;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> EEGlor.lor.source(numfreq) = sourcemodel;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas;color:#008013">%% load MRI and INTERPOLATE</span><span style="font-size:10.0pt;font-family:Consolas"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg = [];<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.downsample = 2;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.parameter =
<span style="color:#A709F5">'avg.pow'</span>;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> sourcemodel.oridimord =
<span style="color:#A709F5">'pos'</span>;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> sourcemodel.momdimord =
<span style="color:#A709F5">'pos'</span>;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> sourcemodel_int = ft_sourceinterpolate(cfg2, sourcemodel , mri);<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> EEGlor.lor.source_int(numfreq) = sourcemodel_int;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas;color:#008013">%% plot</span><span style="font-size:10.0pt;font-family:Consolas"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg = [];<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.method =
<span style="color:#A709F5">'ortho'</span>;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> cfg.funparameter =
<span style="color:#A709F5">'pow'</span>;<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> ft_sourceplot(cfg2,sourcemodel_int);<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"> textsc(sprintf(<span style="color:#A709F5">'eLoreta source localization of %d frequency power'</span>,freq),
<span style="color:#A709F5">'title'</span>);<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas;color:#008013">%
</span><span style="font-size:10.0pt;font-family:Consolas"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:Consolas;color:#0E00FF">end</span><span style="font-size:10.0pt;font-family:Consolas"><o:p></o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:black">Ugo<o:p></o:p></span></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="color:black"> </span><o:p></o:p></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:#0C64C0;border:none windowtext 1.0pt;padding:0in">Ugo Bruzadin Nunes, Ph.D. Candidate (he/him)</span><o:p></o:p></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:#0C64C0;border:none windowtext 1.0pt;padding:0in">Visiting Professor, Psychology</span><o:p></o:p></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:#0C64C0;border:none windowtext 1.0pt;padding:0in">Webster University</span><o:p></o:p></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:#0C64C0;border:none windowtext 1.0pt;padding:0in">Office Location: ISB room 316</span><o:p></o:p></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:#0C64C0;border:none windowtext 1.0pt;padding:0in">Office Number: (314) 968-7677</span><o:p></o:p></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:#0C64C0;border:none windowtext 1.0pt;padding:0in"><a href="mailto:UgoBruzadinNunes@webster.edu" title="mailto:UgoBruzadinNunes@webster.edu">Ugo@webster.edu</a></span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<div>
<p class="MsoNormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:black">Ugo<o:p></o:p></span></p>
</div>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="color:black"> </span></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:#0C64C0;border:none windowtext 1.0pt;padding:0in">Ugo Bruzadin Nunes, Ph.D. Candidate (he/him)</span></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:#0C64C0;border:none windowtext 1.0pt;padding:0in">Visiting Professor, Psychology</span></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:#0C64C0;border:none windowtext 1.0pt;padding:0in">Webster University</span></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:#0C64C0;border:none windowtext 1.0pt;padding:0in">Office Location: ISB room 316</span></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:#0C64C0;border:none windowtext 1.0pt;padding:0in">Office Number: (314) 968-7677</span></p>
<p class="xmsonormal" style="background:white;vertical-align:baseline"><span style="font-size:12.0pt;color:#0C64C0;border:none windowtext 1.0pt;padding:0in"><a href="mailto:UgoBruzadinNunes@webster.edu" title="mailto:UgoBruzadinNunes@webster.edu">Ugo@webster.edu</a></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
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