Analyze Medical Data with Matlab (pupil size / eye-tracking data)

The data stores changes in pupil size. The size of the pupil increases upon surprising events. We need to analyze the time points where there is meaningful increase/decrease in pupil size. The data has lots of artifacts that have to be removed. Here are the steps that need to be done:

1. Eyeblink removal- exclude segments that includes excessive eye blinks and artifacts

2. Interpolation - Cover remaining gaps

3. Baseline correction- baseline- correct relative to the average pupil size

4. Normalization

5. Rejections - Reject the trials with excessive outliers (2 standard deviation)

Please let me know if you have further questions.

Skills: Matlab and Mathematica, Statistical Analysis, Statistics

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About the Employer:
( 0 reviews ) Istanbul, Turkey

Project ID: #17994393

22 freelancers are bidding on average $373 for this job


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