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Hi Nadia,
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<div>From the code I cannot see any obvious flaws, but it’s hard to tell, without some pictorial feedback. It could be that all went well, but that the end result is just the best that can be achieved. Note that there will always be some discrepancy between
the head surface reconstructed from the anatomical image (image distortion, thresholding issues etc), and the electrode positions (having the cap in between, some slight inacurracy between the recorded fiducial positions, and the positions obtained by clicking
in the MR-image). Do you have an image of your ‘best result’? </div>
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<div>Best,</div>
<div>Jan-Mathijs</div>
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Jan-Mathijs Schoffelen, MD PhD, Senior researcher
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Max Planck Institute for Psycholinguistics<br>
Donders Centre for Cognitive Neuroimaging</div>
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E-mail: <a href="mailto:j.schoffelen@donders.ru.nl">j.schoffelen@donders.ru.nl</a><br>
Telephone: +31-24-3614793<br>
<br>
<a href="http://www.hettaligebrein.nl">http://www.hettaligebrein.nl</a></div>
<div><a href="http://www.fieldtriptoolbox.org">http://www.fieldtriptoolbox.org</a></div>
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<div>On Jul 21, 2015, at 4:56 PM, Konstantina Kalogianni <<a href="mailto:K.Kalogianni@tudelft.nl">K.Kalogianni@tudelft.nl</a>> wrote:</div>
<br class="Apple-interchange-newline">
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<div lang="NL" link="blue" vlink="purple">
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<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">Dear fieldtrippers,<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">I am struggling with aligning the individual MRI, the headmodel and electrode positions(EEG) for some days now, without any success.<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">I would appreciate some help.<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
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<span lang="EN-GB">To begin with, as an input I have the subject specific MRI which was segmented with the use of freesurfer and MNE software.<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">I load first the MRI ,the triangulated meshes for brain skull and skin, and the electrodes positions of 65-channel EEG.<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">I am then computing the bem headmodel from the brain skull skin (computed with the use of MNE software)<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">Afterwards I am aligning the MRI to my headmodel (ft_volumerealign) and then I identify the fiducials with the interactive mode (ft_volumerealign).<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">I do the transformation of the fiducial points with ft_warp_apply to the coordinates specified at the alignment.<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">Then I call the ft_electroderealign to align my electrodes to the mri’s fiducial points.<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">And then I realign my electrodes manually.<o:p></o:p></span></div>
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<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">The problem is that no matter how much rotation translation scaling I do, it’s IMPOSSIBLE TO FIT THE ELECTRODES TO THE HEADMODEL!<br>
<br>
<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">I tried the volume_realign with ctf coordinates as well and I tried the ft_electroderalign with the interactive mode only(without matching the fiducials), it doesn’t work.<o:p></o:p></span></div>
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<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">Below you can find the code that I used.<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">Any ideas on this issue would be of great help!<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">%% READ<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">% read mri<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">mri=ft_read_mri([freesurferDir 'mri\orig.mgz']);<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">mri.coordsys='neuromag';<o:p></o:p></span></div>
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<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">% read surfaces<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">brain=ft_read_headshape([freesurferDir 'bem\brain.surf\Pilot08_brain_surface']);<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">skull=ft_read_headshape([freesurferDir 'bem\brain.surf\Pilot08_inner_skull_surface' ]);<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">skin=ft_read_headshape([freesurferDir 'bem\brain.surfilot08_outer_skin_surface' ]);<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">% read electrodes positions<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">elec_file=[datadir '\raw\M10.elc'];<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">elec=ft_read_sens(elec_file );<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">elec.coordsys='neuromag';<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">elec.label=upper(elec.label);<o:p></o:p></span></div>
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<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">%% HEADMODEL<o:p></o:p></span></div>
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<span lang="EN-GB">%assign values of segmented surfaces<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">geom(1).tri=brain.tri;<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">geom(2).tri=skull.tri;<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">geom(3).tri=skin.tri;<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">geom(1).pnt=brain.pnt;<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">geom(2).pnt=skull.pnt;<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">geom(3).pnt=skin.pnt;<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
% compute headmodel<o:p></o:p></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
vol=ft_headmodel_bemcp(geom);<o:p></o:p></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
vol=ft_convert_units(vol, 'mm');<o:p></o:p></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">vol.coordsys='neuromag';<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">%% ALIGNMENTS<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">%align mri and headshape<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">mri_coord=ft_determine_coordsys(mri, 'interactive', 'yes');<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">vol_coord=ft_determine_coordsys(vol, 'interactive', 'yes');<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">cfg=[];<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">cfg.method = 'headshape';<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">cfg.headshape=vol_coord.bnd(3);<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">mri_headshape=ft_volumerealign(cfg,mri_coord);<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">%find fiducials<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">cfg=[];<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">cfg.method='interactive';<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">cfg.coordsys='neuromag';<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">mri_fid=ft_volumerealign(cfg,mri_headshape);<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">%% APPLY TRANSFORMATIONS ON FIDUCIALS<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">transm=mri_fid.transform;<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">nas=ft_warp_apply(transm,mri_fid.cfg.fiducial.nas, 'homogenous');<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">lpa=ft_warp_apply(transm,mri_fid.cfg.fiducial.rpa, 'homogenous');<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">rpa=ft_warp_apply(transm,mri_fid.cfg.fiducial.lpa, 'homogenous');<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="FR">fid.chanpos = [nas; rpa; lpa];<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">fid.elecpos =fid.chanpos;<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">fid.label = {'NASION', 'RIGHTEAR','LEFTEAR'}; % same labels as in elec<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">fid.unit = 'mm'; % same units as mri<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"><o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">% Automatic electrode alignment using the fiducials <o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">cfg = [];<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">cfg.method = 'fiducial'; <o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">cfg.template = fid; <o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">cfg.elec = elec;<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">cfg.fiducial = {'NASION', 'RIGHTEAR','LEFTEAR'}; % labels of fiducials in fid and in sens<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">cfg.headshape=vol_coord.bnd(3); % use the scalp as headshape<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">elec_aligned_fid = ft_electroderealign(cfg);<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">%% Interactive alignment of electrodes to fix some misalignment<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">cfg=[];<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">cfg.method='interactive';<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">cfg.elec=elec_aligned_fid;<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">cfg.headshape=vol_coord.bnd(3); % use the scalp as headshape<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">elec_aligned=ft_electroderealign(cfg);<o:p></o:p></span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB"> </span></div>
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<span lang="EN-GB"> </span></div>
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<span lang="EN-GB"> </span></div>
<div style="margin: 0cm 0cm 0.0001pt; font-size: 11pt; font-family: Calibri, sans-serif;">
<span lang="EN-GB">Best Regards,<o:p></o:p></span></div>
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<b><span lang="EN-GB" style="font-size: 10pt; font-family: Tahoma, sans-serif;">K. (Nadia) Kalogianni</span></b><span lang="EN-GB" style="font-family: Tahoma, sans-serif;"><o:p></o:p></span></div>
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<span lang="EN-GB" style="font-size: 10pt; font-family: Tahoma, sans-serif;">PhD candidate</span><span lang="EN-GB" style="font-family: Tahoma, sans-serif;"><o:p></o:p></span></div>
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<b><span lang="EN-GB" style="font-size: 10pt; font-family: Tahoma, sans-serif;">T</span></b><b><span lang="EN-GB" style="font-size: 10pt; font-family: Tahoma, sans-serif; color: rgb(34, 152, 255);">U </span></b><b><span lang="EN-GB" style="font-size: 10pt; font-family: Tahoma, sans-serif;">Delft
/</span></b><b><span lang="EN-GB" style="font-size: 10pt; font-family: Tahoma, sans-serif;">Department of Biomechanical Engneering<o:p></o:p></span></b></div>
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<b><span lang="EN-GB" style="font-size: 10pt; font-family: Tahoma, sans-serif;">Neuromuscular Control Laboratory<o:p></o:p></span></b></div>
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</span></b><span lang="EN-GB" style="font-size: 10pt; font-family: Tahoma, sans-serif;">Mekelweg 2<br>
2628 CD Delft<br>
</span><span lang="EN-GB" style="font-family: Tahoma, sans-serif; color: rgb(0, 176, 240);">Room: F-1-320</span><span lang="DE" style="font-size: 10pt; font-family: Tahoma, sans-serif; color: rgb(34, 152, 255);"><br>
T </span><span lang="EN-GB" style="font-size: 10pt; font-family: Tahoma, sans-serif; background-color: white;">+31 15-27 84230</span><span lang="DE" style="font-size: 10pt; font-family: Tahoma, sans-serif;"><br>
</span><span lang="DE" style="font-size: 10pt; font-family: Tahoma, sans-serif; color: rgb(34, 152, 255);">E</span><span lang="DE" style="font-size: 10pt; font-family: Tahoma, sans-serif;"> </span><span lang="EN-GB" style="font-size: 8.5pt; font-family: Tahoma, sans-serif; background-color: white;"> </span><span lang="EN-GB" style="font-family: Tahoma, sans-serif;"><a href="mailto:k.kalogianni@tudelft.nl" style="color: purple;">k.kalogianni@tudelft.nl</a><o:p></o:p></span></div>
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