MISPEL: A supervised deep learning harmonization method for multi-scanner neuroimaging data

A longitudinal multi-scanner multimodal human neuroimaging dataset

(2022) Colin Hawco et al.   Scientific Data

MarkVCID cerebral small vessel consortium: I. Enrollment, clinical, fluid protocols

(2021) Donna Wilcock et al.   Alzheimers & Dementia

Comparison of traveling‐subject and ComBat harmonization methods for assessing structural brain characteristics

(2021) Norihide Maikusa et al.   HUMAN BRAIN MAPPING

Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory

(2021) Lianrui Zuo et al.   NEUROIMAGE

Inter-site harmonization based on dual generative adversarial networks for diffusion tensor imaging: application to neonatal white matter development

(2020) Jie Zhong et al.   Biomedical Engineering Online

Scanner invariant representations for diffusion MRI harmonization

(2020) Daniel Moyer et al.   MAGNETIC RESONANCE IN MEDICINE

Increased power by harmonizing structural MRI site differences with the ComBat batch adjustment method in ENIGMA

(2020) Joaquim Radua et al.   NEUROIMAGE

Intensity warping for multisite MRI harmonization

(2020) J. Wrobel et al.   NEUROIMAGE

Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data

(2020) Joanne C. Beer et al.   NEUROIMAGE

Deep learning-based unlearning of dataset bias for MRI harmonisation and confound removal

(2020) Nicola K. Dinsdale et al.   NEUROIMAGE

DeepHarmony: A deep learning approach to contrast harmonization across scanner changes

(2019) Blake E. Dewey et al.   MAGNETIC RESONANCE IMAGING

Measurement Variability Following MRI System Upgrade

(2019) Olivier Potvin et al.   Frontiers in Neurology

Structural and functional multi-platform MRI series of a single human volunteer over more than fifteen years

(2019) Simon Duchesne et al.   Scientific Data

Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan

(2019) Raymond Pomponio et al.   NEUROIMAGE

Statistical harmonization corrects site effects in functional connectivity measurements from multi-site fMRI data

(2018) Meichen Yu et al.   HUMAN BRAIN MAPPING

Harmonization of cortical thickness measurements across scanners and sites

(2018) Jean-Philippe Fortin et al.   NEUROIMAGE

Assessment of the impact of shared brain imaging data on the scientific literature

(2018) Michael P. Milham et al.   Nature Communications

Advances in Studying Brain Morphology: The Benefits of Open-Access Data

(2017) Christopher R. Madan   Frontiers in Human Neuroscience

Harmonization of multi-site diffusion tensor imaging data

(2017) Jean-Philippe Fortin et al.   NEUROIMAGE

Subtle in-scanner motion biases automated measurement of brain anatomy from in vivo MRI

(2016) Aaron Alexander-Bloch et al.   HUMAN BRAIN MAPPING

Removing inter-subject technical variability in magnetic resonance imaging studies

(2016) Jean-Philippe Fortin et al.   NEUROIMAGE

Reproducibility and Bias in Healthy Brain Segmentation: Comparison of Two Popular Neuroimaging Platforms

(2016) Dana L. Tudorascu et al.   Frontiers in Neuroscience

A large-scale comparison of cortical thickness and volume methods for measuring Alzheimer's disease severity

(2016) Christopher G. Schwarz et al.   NeuroImage-Clinical

Statistical normalization techniques for magnetic resonance imaging

(2014) Russell T. Shinohara et al.   NeuroImage-Clinical

How to produce personality neuroscience research with high statistical power and low additional cost

(2013) Raymond A. Mar et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

Effects of study design in multi-scanner voxel-based morphometry studies

(2013) Hidemasa Takao et al.   NEUROIMAGE

FreeSurfer

(2012) Bruce Fischl   NEUROIMAGE

Effect of scanner in longitudinal studies of brain volume changes

(2011) Hidemasa Takao et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

N4ITK: Improved N3 Bias Correction

(2010) Nicholas J Tustison et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Evaluating intensity normalization on MRIs of human brain with multiple sclerosis

(2010) Mohak Shah et al.   MEDICAL IMAGE ANALYSIS

Atlas-based whole brain white matter analysis using large deformation diffeomorphic metric mapping: Application to normal elderly and Alzheimer's disease participants

(2009) Kenichi Oishi et al.   NEUROIMAGE

Impact of scanner hardware and imaging protocol on image quality and compartment volume precision in the ADNI cohort

(2009) Frithjof Kruggel et al.   NEUROIMAGE

Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain

(2007) B AVANTS et al.   MEDICAL IMAGE ANALYSIS