FMRIpower was introduced in a 2007 OHBM Poster and is based on the power analysis technique described by Jeanette Mumford and Thomas Nichols. This software is intended for use in study design, such as in the preparation of a grant application. It is not statistically appropriate to use a power analysis to assess the power of a study that has already taken place, but it can be used as a guide for planning future studies
Libraries for Reading BIOPAC Files
These utilities are for reading the files produced by BIOPAC’s AcqKnowledge software. Much of the information is based on Application Note 156 from BIOPAC; however, newer file formats were decoded by John Ollinger and Nate Vack.
This library is mostly concerned with getting the user the data, and less so with interpreting UI-related header values.
Optimus is a simple tool designed to convert experimental data from PST's E-Prime into a tab-delimited format for easy analysis.
Scatterize lets you upload a CSV file, plot the data, and in your browser in real-time, exclude outlier points and include nuisance variables. Every variation of your plot gives you a distinct URL, so you can prepare your chart and send it to a colleague.
Do you have questionnaire data with complicated scoring rules? Do you pull your hair out writing R code to score your data as you analyze it, only to find an mistake when you're half done with your paper? If so, scorify is for you. With scorify, you can quickly build a spreadsheet to clearly and reproducibly score all of your self-report data.
Midlife in the United States (MIDUS) Study Data
Data and documentation for MIDUS 1, MIDUS 2, MIDUS 3, and all MIDUS projects are available at the Inter-university Consortium for Political and Social Research (ICPSR). To learn more about ICPSR visit their Homepage.
Neonatal DTI Fiber Atlas
The neonatal DTI fiber atlas is for studies of brain development at birth and was created by the UNC Early Brain Development Studies (EBDS) group and NIRAL (Neuro Image Research and Analysis Laboratory).
The Neonate DTI atlas has a comprehensive set of template fibers for semi-automatic, tract-based analysis that represents a typically developing human brain during the first few weeks of life. It is believed to be the first population atlas with this magnitude of quality and sample size.
These resources enable widespread application of a set of template fibers for atlas-based, along-tract analysis that supports an adequate and reliable analysis of DTI in newborns in both practice and in clinical research settings to help address a critical gap in the current research community.
From the peer-reviewed paper: Amygdala and ventromedial prefrontal cortex are inversely coupled during regulation of negative affect and predict the diurnal pattern of cortisol secretion among older adults
Urry, H.L., van Reekum, C.M., Johnstone, T., Kalin, N.H., Thurow, M.E., Schaefer, H.S., Jackson, C.A., Frye, C.J., Greischar, L.L., Alexander, A.L., & Davidson, R.J. (2006). Amygdala and ventromedial prefrontal cortex are inversely coupled during regulation of negative affect and predict the diurnal pattern of cortisol secretion among older adults. Journal of Neuroscience, 26, 4415-4425.
From the peer-reviewed paper: Gaze fixations predict brain activation during the voluntary regulation of picture-induced negative affect
van Reekum, C. M., Johnstone, T., Urry, H. L., Thurow, M. E., Schaefer, H. S., Alexander, A. L., & Davidson, R. J. (2007). Gaze fixations predict brain activation during the voluntary regulation of picture-induced negative affect. NeuroImage, 36, 1041-1055.
From the peer-reviewed paper: Individual differences in some (but not all) medial prefrontal regions reflect cognitive demand while regulating unpleasant emotion
Urry, H. L., van Reekum, C. M., Johnstone, T., & Davidson, R. J. (2009). Individual differences in some (but not all) medial prefrontal regions reflect cognitive demand while regulating unpleasant emotion. NeuroImage, 47, 852-863.
Tips and Resources
Watch video tutorials from Associate Scientist Jeanette Mumford on common fMRI data and statistics conundrums. You can also join her Facebook group dedicated to brain statistics.
Crystals of Kaydor
A team of researchers and game designers, led by Richard Davidson and Center Collaborator Constance Steinkuehler, developed the video game Crystals of Kaydor from the ground up aimed at teaching children pro-social behaviors, including recognizing others’ emotions.
Tenacity is a meditation app designed to promote mental well-being through breath counting. In the game, the focus is on learning practices of well-being and self-regulation. Users relax and focus their breathing as they explore Greek ruins, Egyptian dunes and staircases that ascend into the skies.
Center scientists developed a redistribution game to study the impact of compassion training. The game requires hosting on a separate server and is not being actively updated.
Center researchers developed an online breath counting practice that can be used to train mindfulness. Our findings suggest that mindfulness, as measured through breath counting, is associated with more self-awareness, less mind wandering, better mood and more freedom from entrapping emotions.
Note: Turn on your audio to use this tool.
Compassion Meditation Training Audio Files
Compassion is the feeling of caring for and wanting to help others who are suffering. The following audio files and scripts were created as part of a study into the effectiveness of compassion meditation conducted by principal investigator Helen Weng with Drew Fox, Alex Shackman, Diane Stodola, Jessica Kirkland Caldwell, Matt Olson, Greg Rogers and Richard Davidson.