NeurosynthRecommendR: A semantic analysis and recommendation engine for fMRI literature based on Neurosynth.

[Remi-Gau]

Added as an issue for book keeping

Source: https://github.com/CAMH-SCWG/to-brainhack-2018/wiki

Team Members: Fahd Alhazmi, Derek Beaton, [Perhaps you?!]

We analyzed the multivariate semantic structure of abstracts in Neurosynth and found that there are six primary domains of the functional neuroimaging literature, each with their own preferred reported brain regions. All of the code is available here. One of the features we developed was a recommendation engine, that allows for the exploration of the fMRI literature. We are hoping to extend this work in a variety of ways:

• Broader search to incorporate more of the neuroscience and psychology literature

• Allow for more advanced semantic analyses through the use of full terms and n-grams

• Create a prediction module which suggests where a new paper was submitted to or should be submitted

• Update and add features to the recommendation interface (e.g., tabular output instead of a download)