A deep learning-based multisite neuroimage harmonization framework established with a traveling-subject dataset

Harmonized neonatal brain MR image segmentation model for cross-site datasets

(2021) Jian Chen et al.   Biomedical Signal Processing and Control

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

(2021) Norihide Maikusa et al.   HUMAN BRAIN MAPPING

A multi-site, multi-disorder resting-state magnetic resonance image database

(2021) Saori C. Tanaka et al.   Scientific Data

Mitigating site effects in covariance for machine learning in neuroimaging data

(2021) Andrew A. Chen et al.   HUMAN BRAIN MAPPING

Large, open datasets for human connectomics research: Considerations for reproducible and responsible data use

(2021) Angela R. Laird   NEUROIMAGE

Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory

(2021) Lianrui Zuo et al.   NEUROIMAGE

Privacy-preserving harmonization via distributed ComBat

(2021) Andrew A. Chen et al.   NEUROIMAGE

Scanner invariant representations for diffusion MRI harmonization

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

Test-retest reliability and sample size estimates after MRI scanner relocation

(2020) Tracy R. Melzer et al.   NEUROIMAGE

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

(2020) Joaquim Radua et al.   NEUROIMAGE

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

(2020) Joanne C. Beer et al.   NEUROIMAGE

Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners

(2020) Rafael Garcia-Dias et al.   NEUROIMAGE

Understanding the role of individual units in a deep neural network

(2020) David Bau et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A cross-disorder connectome landscape of brain dysconnectivity

(2019) Martijn P. van den Heuvel et al.   NATURE REVIEWS NEUROSCIENCE

Reproducibility of functional brain alterations in major depressive disorder: Evidence from a multisite resting-state functional MRI study with 1,434 individuals

(2019) Mingrui Xia et al.   NEUROIMAGE

Harmonization of resting-state functional MRI data across multiple imaging sites via the separation of site differences into sampling bias and measurement bias

(2019) Ayumu Yamashita et al.   PLOS BIOLOGY

Reproducibility of multi-shell diffusion tractography on traveling subjects: A multicenter study prospective

(2019) Qiqi Tong et al.   MAGNETIC RESONANCE IMAGING

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

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

Denoising scanner effects from multimodal MRI data using linked independent component analysis

(2019) Huanjie Li et al.   NEUROIMAGE

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

Imaging structural and functional brain development in early childhood

(2018) John H. Gilmore et al.   NATURE REVIEWS NEUROSCIENCE

Harmonization of cortical thickness measurements across scanners and sites

(2018) Jean-Philippe Fortin et al.   NEUROIMAGE

Metric learning with spectral graph convolutions on brain connectivity networks

(2018) Sofia Ira Ktena et al.   NEUROIMAGE

The Adolescent Brain Cognitive Development (ABCD) study: Imaging acquisition across 21 sites

(2018) B.J. Casey et al.   Developmental Cognitive Neuroscience

Deep learning for universal linear embeddings of nonlinear dynamics

(2018) Bethany Lusch et al.   Nature Communications

Predictive modelling using neuroimaging data in the presence of confounds

(2017) Anil Rao et al.   NEUROIMAGE

Multisite reliability of MR-based functional connectivity

(2017) Stephanie Noble et al.   NEUROIMAGE

Harmonization of multi-site diffusion tensor imaging data

(2017) Jean-Philippe Fortin et al.   NEUROIMAGE

Functional connectomics from a “big data” perspective

(2017) Mingrui Xia et al.   NEUROIMAGE

BrainNetCNN: Convolutional neural networks for brain networks; towards predicting neurodevelopment

(2017) Jeremy Kawahara et al.   NEUROIMAGE

Developmental Connectomics from Infancy through Early Childhood

(2017) Miao Cao et al.   TRENDS IN NEUROSCIENCES

The connectomics of brain disorders

(2015) Alex Fornito et al.   NATURE REVIEWS NEUROSCIENCE

A computational atlas of the hippocampal formation using ex vivo , ultra-high resolution MRI: Application to adaptive segmentation of in vivo MRI

(2015) Juan Eugenio Iglesias et al.   NEUROIMAGE

Making big data open: data sharing in neuroimaging

(2014) Russell A Poldrack et al.   NATURE NEUROSCIENCE

Structural Brain Anomalies and Chronic Pain: A Quantitative Meta-Analysis of Gray Matter Volume

(2013) Rachel F. Smallwood et al.   JOURNAL OF PAIN

Structural and Functional Brain Networks: From Connections to Cognition

(2013) H.-J. Park et al.   SCIENCE

Widespread reductions in gray matter volume in depression

(2013) Stuart M. Grieve et al.   NeuroImage-Clinical

SPM: A history

(2011) John Ashburner   NEUROIMAGE

The IMAGEN study: reinforcement-related behaviour in normal brain function and psychopathology

(2010) G Schumann et al.   MOLECULAR PSYCHIATRY