Establishment of Best Practices for Evidence for Prediction

Importance

Great interest exists in identifying methods to predict neuropsychiatric disease states and treatment outcomes from high-dimensional data, including neuroimaging and genomics data. The goal of this review is to highlight several potential problems that can arise in studies that aim to establish prediction.

Observations

A number of neuroimaging studies have claimed to establish prediction while establishing only...