5 papers
Parsing altered brain connectivity in neurodevelopmental disorders by integrating graph-based normative modeling and deep generative networks
Rui Sherry Shen, Yusuf Osmanlıoğlu, Drew Parker +4
Divergent brain connectivity is thought to underlie the behavioral and cognitive symptoms observed in many neurodevelopmental disorders. Quantifying divergence from neurotypical co…
Artificial intelligence-based locoregional markers of brain peritumoral microenvironment
Zahra Riahi Samani, Drew Parker, Hamed Akbari +4
In malignant primary brain tumors, cancer cells infiltrate into the peritumoral brain structures which results in inevitable recurrence. Quantitative assessment of infiltrative het…
Longitudinal abnormalities in white matter extracellular free water volume fraction and neuropsychological functioning in patients with traumatic brain injury
James J Gugger, Alexa E Walter, Drew Parker +8
Traumatic brain injury is a global public health problem associated with chronic neurological complications and long-term disability. Biomarkers that map onto the underlying brain…
3D-QCNet -- A Pipeline for Automated Artifact Detection in Diffusion MRI images
Adnan Ahmad, Drew Parker, Zahra Riahi Samani +1
Artifacts are a common occurrence in Diffusion MRI (dMRI) scans. Identifying and removing them is essential to ensure the accuracy and viability of any post processing carried out…
QC-Automator: Deep Learning-based Automated Quality Control for Diffusion MR Images
Zahra Riahi Samani, Jacob Antony Alappatt, Drew Parker +2
Quality assessment of diffusion MRI (dMRI) data is essential prior to any analysis, so that appropriate pre-processing can be used to improve data quality and ensure that the prese…