Cross-ethnicity/race generalization failure of behavioral prediction from resting-state functional connectivity

Individual-Specific Areal-Level Parcellations Improve Functional Connectivity Prediction of Behavior

(2021) Ru Kong et al.   CEREBRAL CORTEX

Functional connectome fingerprinting: Identifying individuals and predicting cognitive functions via autoencoder

(2021) Biao Cai et al.   HUMAN BRAIN MAPPING

Black In Neuro, Beyond One Week

(2021) De-Shaine Murray et al.   JOURNAL OF NEUROSCIENCE

High-resolution connectomic fingerprints: Mapping neural identity and behavior

(2021) Sina Mansour L et al.   NEUROIMAGE

Resample aggregating improves the generalizability of connectome predictive modeling

(2021) David O'Connor et al.   NEUROIMAGE

Movie-watching outperforms rest for functional connectivity-based prediction of behavior

(2021) Emily S. Finn et al.   NEUROIMAGE

An unsupervised learning approach to identify novel signatures of health and disease from multimodal data

(2020) Ilan Shomorony et al.   Genome Medicine

Optimising network modelling methods for fMRI

(2020) Usama Pervaiz et al.   NEUROIMAGE

An empirical characterization of fair machine learning for clinical risk prediction

(2020) Stephen R. Pfohl et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Clinical use of current polygenic risk scores may exacerbate health disparities

(2019) Alicia R. Martin et al.   NATURE GENETICS

Associations between Neighborhood SES and Functional Brain Network Development

(2019) Ursula A Tooley et al.   CEREBRAL CORTEX

Ten simple rules for predictive modeling of individual differences in neuroimaging

(2019) Dustin Scheinost et al.   NEUROIMAGE

Big data analytics for personalized medicine

(2019) Davide Cirillo et al.   CURRENT OPINION IN BIOTECHNOLOGY

Global signal regression strengthens association between resting-state functional connectivity and behavior

(2019) Jingwei Li et al.   NEUROIMAGE

Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data

(2019) Weizheng Yan et al.   EBioMedicine

Image processing and analysis methods for the Adolescent Brain Cognitive Development Study

(2019) Donald J. Hagler et al.   NEUROIMAGE

Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics

(2019) Tong He et al.   NEUROIMAGE

Sample sizes and population differences in brain template construction

(2019) Guoyuan Yang et al.   NEUROIMAGE

Dissecting racial bias in an algorithm used to manage the health of populations

(2019) Ziad Obermeyer et al.   SCIENCE

Neuroimaging-based prediction of mental traits: Road to utopia or Orwell?

(2019) Simon B. Eickhoff et al.   PLOS BIOLOGY

Fair regression for health care spending

(2019) Anna Zink et al.   BIOMETRICS

There is no single functional atlas even for a single individual: Functional parcel definitions change with task

(2019) Mehraveh Salehi et al.   NEUROIMAGE

Spatial Topography of Individual-Specific Cortical Networks Predicts Human Cognition, Personality, and Emotion

(2018) Ru Kong et al.   CEREBRAL CORTEX

Socioeconomic status and the brain: prospects for neuroscience-informed policy

(2018) Martha J. Farah   NATURE REVIEWS NEUROSCIENCE

Robust prediction of individual creative ability from brain functional connectivity

(2018) Roger E. Beaty et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A machine learning approach to integrate big data for precision medicine in acute myeloid leukemia

(2018) Su-In Lee et al.   Nature Communications

Task-induced brain state manipulation improves prediction of individual traits

(2018) Abigail S. Greene et al.   Nature Communications

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

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

Adolescent neurocognitive development and impacts of substance use: Overview of the adolescent brain cognitive development (ABCD) baseline neurocognition battery

(2018) M. Luciana et al.   Developmental Cognitive Neuroscience

Demographic, physical and mental health assessments in the adolescent brain and cognitive development study: Rationale and description

(2018) Deanna M. Barch et al.   Developmental Cognitive Neuroscience

Recruiting the ABCD sample: Design considerations and procedures

(2018) H. Garavan et al.   Developmental Cognitive Neuroscience

The conception of the ABCD study: From substance use to a broad NIH collaboration

(2018) Nora D. Volkow et al.   Developmental Cognitive Neuroscience

From hype to reality: data science enabling personalized medicine

(2018) Holger Fröhlich et al.   BMC Medicine

Ensuring Fairness in Machine Learning to Advance Health Equity

(2018) Alvin Rajkomar et al.   ANNALS OF INTERNAL MEDICINE

Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines

(2017) Gaël Varoquaux et al.   NEUROIMAGE

Data Quality Influences Observed Links Between Functional Connectivity and Behavior

(2016) Joshua S. Siegel et al.   CEREBRAL CORTEX

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Analysis of matched case-control studies

(2016) Neil Pearce   BMJ-British Medical Journal

Analysis of matched case-control studies

(2016) Neil Pearce   BMJ-British Medical Journal

Family income, parental education and brain structure in children and adolescents

(2015) Kimberly G Noble et al.   NATURE NEUROSCIENCE

Functional connectome fingerprinting: identifying individuals using patterns of brain connectivity

(2015) Emily S Finn et al.   NATURE NEUROSCIENCE

Multi-level block permutation

(2015) Anderson M. Winkler et al.   NEUROIMAGE

Construction of brain atlases based on a multi-center MRI dataset of 2020 Chinese adults

(2015) Peipeng Liang et al.   Scientific Reports

UK Biobank: An Open Access Resource for Identifying the Causes of a Wide Range of Complex Diseases of Middle and Old Age

(2015) Cathie Sudlow et al.   PLOS MEDICINE

On the Causal Interpretation of Race in Regressions Adjusting for Confounding and Mediating Variables

(2014) Tyler J. VanderWeele et al.   EPIDEMIOLOGY

Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers

(2014) Gholamreza Salimi-Khorshidi et al.   NEUROIMAGE

Resting-state fMRI in the Human Connectome Project

(2013) Stephen M. Smith et al.   NEUROIMAGE

The WU-Minn Human Connectome Project: An overview

(2013) David C. Van Essen et al.   NEUROIMAGE

Function in the human connectome: Task-fMRI and individual differences in behavior

(2013) Deanna M. Barch et al.   NEUROIMAGE

The minimal preprocessing pipelines for the Human Connectome Project

(2013) Matthew F. Glasser et al.   NEUROIMAGE

Methods to detect, characterize, and remove motion artifact in resting state fMRI

(2013) Jonathan D. Power et al.   NEUROIMAGE

On the interpretation of weight vectors of linear models in multivariate neuroimaging

(2013) Stefan Haufe et al.   NEUROIMAGE

The Human Connectome Project: A data acquisition perspective

(2012) D.C. Van Essen et al.   NEUROIMAGE

FreeSurfer

(2012) Bruce Fischl   NEUROIMAGE

The organization of the human cerebral cortex estimated by intrinsic functional connectivity

(2011) B. T. Thomas Yeo et al.   JOURNAL OF NEUROPHYSIOLOGY

Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion

(2011) Jonathan D. Power et al.   NEUROIMAGE

Accurate and robust brain image alignment using boundary-based registration

(2009) Douglas N. Greve et al.   NEUROIMAGE