Cross-ethnicity/race generalization failure of behavioral prediction from resting-state functional connectivity
出版年份 2022 全文链接
标题
Cross-ethnicity/race generalization failure of behavioral prediction from resting-state functional connectivity
作者
关键词
-
出版物
Science Advances
Volume 8, Issue 11, Pages -
出版商
American Association for the Advancement of Science (AAAS)
发表日期
2022-03-17
DOI
10.1126/sciadv.abj1812
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- 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
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now