Eneko Uruñuela
@enekourunuela.com
500 followers 670 following 260 posts
Postdoctoral Researcher at University of Calgary 🇨🇦 Deep Learning | Computer Vision | Medical Imaging Passionate about med-tech, personal knowledge management, and personal growth 🌱
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Reposted by Eneko Uruñuela
imagingneurosci.bsky.social
New paper in Imaging Neuroscience by Mairi S. Houlgreave, Stephen Jackson, et al:

Uncovering the neural correlates of the urge-to- blink: A study utilising subjective urge ratings and paradigm free mapping

doi.org/10.1162/IMAG...
Reposted by Eneko Uruñuela
danielhandwerker.bsky.social
#OHBM2025 multi-echo fMRI users meet-up at 7:30PM on Thursday, June 26th very close to the convention center. DM me for location information.
Reposted by Eneko Uruñuela
danielhandwerker.bsky.social
The recording of yesterday's multi-echo fMRI users meeting is now up! youtu.be/LUyvXA81AEs?... @enekourunuela.com @tsalo.bsky.social
enekourunuela.com
That feeling when you make your model super efficient it can not only fit much bigger that, but runs faster at the same time! 😎
enekourunuela.com
Don’t miss it if you’re into multi echo fMRI!

#neuroskyence
danielhandwerker.bsky.social
Next multi-echo fMRI users meeting scheduled for May 27th. Also tedana v25.0.0 released! More details & a form to give input about the users meeting is at: groups.google.com/g/tedana-new... #Neuroimaging
May multi-echo fMRI users meeting and tedana v25.0.0
groups.google.com
Reposted by Eneko Uruñuela
danielhandwerker.bsky.social
Next multi-echo fMRI users meeting scheduled for May 27th. Also tedana v25.0.0 released! More details & a form to give input about the users meeting is at: groups.google.com/g/tedana-new... #Neuroimaging
May multi-echo fMRI users meeting and tedana v25.0.0
groups.google.com
enekourunuela.com
My heart is not ready for a crazy game like that one 😅
Reposted by Eneko Uruñuela
brightmg.bsky.social
Breath hold fMRI is great for measuring CVR... *except when your participant or patient doesn't quite perform the task the way you'd like. Let's see if we can fix that! (Spoiler, it looks like we can, using the respiratory belt data to predict or fill in missing PETCO2 data!)
imagingneurosci.bsky.social
New paper in Imaging Neuroscience by Rebecca G. Clements, Molly G. Bright, et al:

Quantitative mapping of cerebrovascular reactivity amplitude and delay with breath-hold BOLD fMRI when end-tidal CO2 quality is low

doi.org/10.1162/imag...
enekourunuela.com
And complain less (I hope)
enekourunuela.com
True, but you would still need a ground truth to learn from, right?

I’m more than happy to discuss ideas in this topic.
enekourunuela.com
Research would become boring if we could do that 😜
enekourunuela.com
Yes, I meant we don’t really know the ground truth…

Plus, the HRF differs across different regions of the brain and possibly across the population.

A very interesting but hard problem to solve!

With our algorithms we always saw that assuming the shape was good enough for most cases 🤷‍♂️
enekourunuela.com
How would you learn the HRF from the data when the ground truth doesn’t exist?

Even if you were to transfer learn from task fMRI data, the model would be quite biased when applied to rest…
enekourunuela.com
The single echo is also available in AFNI as 3dPFM.

I would suggest using pySPFM with stability selection for better results though.
enekourunuela.com
We showed that with our multi-echo multivariate paradigm free mapping approach we could get fairly close to GLM activity maps in task fMRI data. Stability selection (not multi-echo dependent) really helped us get robust results.

www.sciencedirect.com/science/arti...
Whole-brain multivariate hemodynamic deconvolution for functional MRI with stability selection
Conventionally, analysis of functional MRI (fMRI) data relies on available information about the experimental paradigm to establish hypothesized model…
www.sciencedirect.com
enekourunuela.com
I did something similar to see my post stars a couple of months ago.

Such a fun application!
enekourunuela.com
Happy St. Totteringham’s Day to those who celebrate ☺️
Reposted by Eneko Uruñuela
danielhandwerker.bsky.social
The recording of the multi-echo fMRI users meeting is now live! youtu.be/dlFtgWP4ItY?...
enekourunuela.com
I don’t know where they store the data, but I will ask around!
enekourunuela.com
They may have US funding but it is a nordic company and afaik very few in the team work from the US…
enekourunuela.com
At least it’s not full of Pokemon 🤣