#DeepMReye has a new #streamlit app! 🎊 Camera-less #eyetracking in #fMRI has never been easier. https://github.com/DeepMReye/DeepMReye#option-4-streamlit-app

◦ Install & open
◦ Pick a pretrained model
◦ Upload fMRI data
◦ Download gaze coordinates

The app makes #DeepMReye even more accessible as no coding is required. If you use it, be aware though that the pretrained models are not perfect: Validate your results or train your own model using our notebooks!
https://github.com/DeepMReye/DeepMReye/blob/main/notebooks/deepmreye_example_usage.ipynb

Huge kudos to @cyhsm for creating the app!

Our paper on #DeepMReye - Magnetic resonance-based eye tracking using deep neural networks - was just made #OpenAccess by @NatureNeuro

It was originally published under the wrong license in 2021. This release closes the circle and makes code, data, and paper accessible to everyone! #OpenScience

Code: https://github.com/DeepMReye/DeepMReye
Data: https://osf.io/mrhk9/
Paper: https://www.nature.com/articles/s41593-021-00947-w

w/ co-authors @cyhsm & Christian Doeller

#DeepMReye now has a wrapper for #BIDS data! https://pypi.org/project/bidsmreye/

This is great for example to decode gaze position in #fMRI datasets processed with #fMRIprep

Thank you @RemiGau for this amazing contribution to our package! w/@CYHSM
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RT @NauMatt
#DeepMReye is out!
Use #deeplearning to perform #eyetracking in #fMRI without camera! https://www.nature.com/articles/s41593-021-00947-w

@cyhsm & I are thrilled to finally sha…
https://twitter.com/NauMatt/status/1457742155859038217

Just migrated servers!

I am a #CogNeuro postdoc at NIH passionate about visual perception, gaze behavior, and memory.

I use computational tools (incl DNNs), human brain imaging & eye tracking to characterize how #vision, #gaze, and #memory interact on the levels of brain activity & subjective experience, and I develop open-source #machinelearning approaches to advance how brain activity & behavior can be studied together (e.g., #DeepMReye https://github.com/DeepMReye).
Excited to connect here!

#introduction
I am a #CogNeuro postdoc at the National Institutes of Health (USA) passionate about visual perception, gaze behavior, and memory.

I use computational tools (incl DNNs), human brain imaging & eye tracking to characterize how #vision, #gaze, and #memory interact on the levels of brain activity & subjective experience, and I develop open-source #machinelearning approaches to advance how brain activity & behavior can be studied together (e.g., #DeepMReye https://github.com/DeepMReye)