OpenMentalizing: leveraging open neurological data for uncovering the differences in mentalizing/empathy capabilities

[stefanches7]

Project info

Title:
OpenMentalizing: leveraging open neurological data for uncovering the differences in mentalizing/empathy capabilities

Project lead:
Stefan Dvoretskii
Twitter: https://twitter.com/StefanDvoretsk1
Mattermost:

Project collaborators:
Giorgio Marinato [email protected]

Acknowledgements:
The project lead thanks Dr. Aleya Flechsenhar! for the seminar "Social cognitive dysfunction" @ LMU Munich, providing theoretical background and state-of-the-art literature about the current research on the topic.

Registered Brainhack Global 2020 Event:
Brainhack Montreal, Brainhack Marseille

Project Description:
Mentalizing is a higher cognitive ability that is vital for the social life of an individual. New brain imaging techniques have investigated neural circuits involved in mentalizing the most. The goal of this project is to leverage open neurological data to try and gain the scale in the mentalizing abilities confounders like disease/healthy state, cultural background of the individuals etc., utilizing the state-of-the-art knowledge of the topography of underlying circuits.

Data to use:
openneuro.org. I have thought of T1 in the first place (i.e. structural changes)

Link to project repository/sources:
See https://mattermost.brainhack.org/brainhack/channels/openmentalizing header

Goals for Brainhack Global 2020:

• Assess the realizability (advanced/expert)
• Collect the appropriate data (advanced)

Good first issues:

1. Read reference papers - understand the mentalizing & neural basis concepts
2. Look at OpenNeuro
3. Determine where to store data (brainlife?)

Recommended reading:

1. Schurz, Matthias, et al. "Toward a hierarchical model of social cognition: A neuroimaging meta-analysis and integrative review of empathy and theory of mind." Psychological Bulletin (2020). - Meta-study of the brain regions involved in Empathy/Mentalizing. Also the source of the title picture.
2. Luyten, P., Campbell, C., Allison, E., & Fonagy, P. (2020). The mentalizing approach to psychopathology: State of the art and future directions. Annual Review of Clinical Psychology, 16, 297-325. - Review paper on the theoretical background
3. Moessnang, C., Baumeister, S., Tillmann, J., Goyard, D., Charman, T., Ambrosino, S., ... & Meyer-Lindenberg, A. (2020). Social brain activation during mentalizing in a large autism cohort: the Longitudinal European Autism Project. Molecular autism, 11(1), 1-17. - Mentalizing in autism; study on a European cohort.
4. https://div12.org/keeping-culture-in-mind-mentalizing-from-a-cross-cultural-perspective/ - one of the possible factors influencing mentalizing capabilities.

Skills:
MRI imaging, structural MRI, basic neuropsychology, mentalizing & empathy psychology

Tools/Software/Methods to Use:
Your imaging analysis tool & language (suggested: Python, Julia), OpenNeuro, DataLad, [Brainlife] (brainlife.io)

Communication channels:
https://mattermost.brainhack.org/brainhack/channels/openmentalizing

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[complexbrains]

Hi @stefanches7 Welcome to Brainhack Montreal and thank you very much for submitting your project! 🎉

It appears your project is ready for publication! 💯

Hope you enjoy your participation and the whole event! 🤗

[PeerHerholz]

@stefanches7 you could also check Neurosynth and Neuroquery wrt large-scale meta-analyses.

[stefanches7]

@stefanches7 you could also check Neurosynth and Neuroquery wrt large-scale meta-analyses.

Thanks @PeerHerholz , these are indeed very useful!

[jesparent]

This project looks really cool! I'm just seeing it now but may try to look into it more this weekend.