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fmri-matlab's Introduction

I’m Haiyang Jin, currently an assistant professor at Zhejiang Sci-Tech University πŸ‡¨πŸ‡³. Before the faculty position, I was a postdoc in Dr. Olivia Cheung’s lab at the New York University Abu Dhabi πŸ‡¦πŸ‡ͺ. I obtained my PhD in Psychology with the supervision of Prof. William G. Hayward, Assoc/Prof. Paul M. Corballis, and Assoc/Porf. Sam S. Schwarzkopf at the University of Auckland, New Zealand πŸ‡³πŸ‡Ώ.

I'm interested in understanding face processing πŸ™ƒ and vision sciences 🧐 with psychophysics, EEG/ERP, fMRI 🧠 and eye-tracking πŸ‘€. You can find more about me here.

I'm also a big fan of statistics πŸ”’, especially linear mixed-effects modeling and Bayesian hierarchical modeling.

Feel free to contact me πŸ“« for anything.

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fmri-matlab's Issues

Restructure directory

Put surface (surface/) related functions in a separate folder. These functions should not be specific to FreeSurfer or HCP.
Put FreeSurfer-specific functions in freesurfer/.

Add calculating AUC for decoding (cosmo)

To calculate the AUC for decoding (in addition to the accuracy)

[X, Y, T, AUC] = perfcurve(correctAns, probability, labelFor1);

It seems that lots of functions have to be updated to add this functionality.

Put codes identifying fROI in surface/

Now all the codes used to identify functional ROI reply on FreeSurfer data structure. Maybe it is possible to isolate their dependency, and, therefore, data from other software (e.g., hcp, fmriPrep) can also use these codes. e.g.,

fs_neighborvtx
fs_perivtx
fs_trimlabel
...

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