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Replication and generalization in applied neuroimaging
(NeuroImage, 2019)
There is much interest in translating neuroimaging findings into meaningful clinical diagnostics. The goal of
scientific discoveries differs from clinical diagnostics. Scientific discoveries must replicate under a specific ...
The human connectome project for disordered emotional states: Protocol and rationale for a research domain criteria study of brain connectivity in young adult anxiety and depression
(NeuroImage, 2020)
Through the Human Connectome Project (HCP) our understanding of the functional connectome of the healthy brain has been dramatically accelerated. Given the pressing public health need, we must increase our understanding ...
Population Receptive Field Shapes in Early Visual Cortex Are Nearly Circular
(The Journal of Neuroscience, 2021)
The visual field region where a stimulus evokes a neural response is called the receptive field (RF). Analytical tools combined
with functional MRI (fMRI) can estimate the RF of the population of neurons within a voxel. ...
A validation framework for neuroimaging software: The case of population receptive fields
(PLOS COMPUTATIONAL BIOLOGY, 2020)
Neuroimaging software methods are complex, making it a near certainty that some implementations will contain errors. Modern computational techniques (i.e., public code and data repositories, continuous integration, ...
Data-science ready, multisite, human diffusion MRI whitematter- tract statistics
(Scientific Data, 2020)
The white matter tracts in the living human brain are critical for healthy function, and the diffusion MRI measured in these tracts is correlated with diverse behavioral measures. The technical skills required to analyze ...
Reproducible Tract Profiles 2 (RTP2) suite, from diffusion MRI acquisition to clinical practice and research
(NATURE, 2023)
Diffusion MRI is a complex technique, where new discoveries and implementations occur at a fast
pace. The expertise needed for data analyses and accurate and reproducible results is increasingly
demanding and requires ...