Challenges of big data analysis
Big Data bring new opportunities to modern society and challenges to data scientists. On the
one hand, Big Data hold great promises for discovering subtle population patterns and …
one hand, Big Data hold great promises for discovering subtle population patterns and …
Dynamic time course of typical childhood absence seizures: EEG, behavior, and functional magnetic resonance imaging
X Bai, M Vestal, R Berman, M Negishi… - Journal of …, 2010 - Soc Neuroscience
Absence seizures are 5–10 s episodes of impaired consciousness accompanied by 3–4 Hz
generalized spike-and-wave discharge on electroencephalography (EEG). The time course …
generalized spike-and-wave discharge on electroencephalography (EEG). The time course …
Large-scale hypothesis testing for causal mediation effects with applications in genome-wide epigenetic studies
In genome-wide epigenetic studies, it is of great scientific interest to assess whether the
effect of an exposure on a clinical outcome is mediated through DNA methylations …
effect of an exposure on a clinical outcome is mediated through DNA methylations …
A group model for stable multi-subject ICA on fMRI datasets
G Varoquaux, S Sadaghiani, P Pinel, A Kleinschmidt… - Neuroimage, 2010 - Elsevier
Spatial Independent Component Analysis (ICA) is an increasingly used data-driven method
to analyze functional Magnetic Resonance Imaging (fMRI) data. To date, it has been used to …
to analyze functional Magnetic Resonance Imaging (fMRI) data. To date, it has been used to …
Simultaneous EEG, fMRI, and behavior in typical childhood absence seizures
R Berman, M Negishi, M Vestal, M Spann… - …, 2010 - Wiley Online Library
Purpose: Absence seizures cause transient impairment of consciousness. Typical absence
seizures occur in children, and are accompanied by 3–4‐Hz spike–wave discharges …
seizures occur in children, and are accompanied by 3–4‐Hz spike–wave discharges …
The effect of correlation in false discovery rate estimation
A Schwartzman, X Lin - Biometrika, 2011 - academic.oup.com
The objective of this paper is to quantify the effect of correlation in false discovery rate
analysis. Specifically, we derive approximations for the mean, variance, distribution and …
analysis. Specifically, we derive approximations for the mean, variance, distribution and …
Association between tumor location and neurocognitive functioning using tumor localization maps
EJJ Habets, EJ Hendriks, MJB Taphoorn… - Journal of neuro …, 2019 - Springer
Introduction Patients with diffuse glioma often experience neurocognitive impairment
already prior to surgery. Pertinent information on whether damage to a specific brain region …
already prior to surgery. Pertinent information on whether damage to a specific brain region …
Resection probability maps for quality assessment of glioma surgery without brain location bias
PC De Witt Hamer, EJ Hendriks, E Mandonnet… - PloS one, 2013 - journals.plos.org
Background Intraoperative brain stimulation mapping reduces permanent postoperative
deficits and extends tumor removal in resective surgery for glioma patients. Successful …
deficits and extends tumor removal in resective surgery for glioma patients. Successful …
Linking late cognitive outcome with glioma surgery location using resection cavity maps
EJ Hendriks, EJJ Habets, MJB Taphoorn… - Human brain …, 2018 - Wiley Online Library
Patients with a diffuse glioma may experience cognitive decline or improvement upon
resective surgery. To examine the impact of glioma location, cognitive alteration after glioma …
resective surgery. To examine the impact of glioma location, cognitive alteration after glioma …
The joint effect of aging and HIV infection on microstructure of white matter bundles
Recent evidence suggests the aging process is accelerated by HIV. Degradation of white
matter (WM) has been independently associated with HIV and healthy aging. Thus, WM may …
matter (WM) has been independently associated with HIV and healthy aging. Thus, WM may …