Addressing Confounding in Predictive Models with an Application to Neuroimaging
Published 2016 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Addressing Confounding in Predictive Models with an Application to Neuroimaging
Authors
Keywords
-
Journal
International Journal of Biostatistics
Volume 12, Issue 1, Pages 31-44
Publisher
Walter de Gruyter GmbH
Online
2015-12-09
DOI
10.1515/ijb-2015-0030
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Multi-Atlas Skull-Stripping
- (2013) Jimit Doshi et al. ACADEMIC RADIOLOGY
- Analytic estimation of statistical significance maps for support vector machine based multi-variate image analysis and classification
- (2013) Bilwaj Gaonkar et al. NEUROIMAGE
- Multivariate pattern classification of gray matter pathology in multiple sclerosis
- (2012) Kerstin Bendfeldt et al. NEUROIMAGE
- Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: A critical review
- (2012) Graziella Orrù et al. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS
- Classification of Different Therapeutic Responses of Major Depressive Disorder with Multivariate Pattern Analysis Method Based on Structural MR Scans
- (2012) Feng Liu et al. PLoS One
- Default mode network activity in schizophrenia studied at resting state using probabilistic ICA
- (2012) Gianluca Mingoia et al. SCHIZOPHRENIA RESEARCH
- ccSVM: correcting Support Vector Machines for confounding factors in biological data classification
- (2011) L. Li et al. BIOINFORMATICS
- Joint Modeling of Anatomical and Functional Connectivity for Population Studies
- (2011) A. Venkataraman et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Spatial regularization of SVM for the detection of diffusion alterations associated with stroke outcome
- (2011) Rémi Cuingnet et al. MEDICAL IMAGE ANALYSIS
- An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies
- (2011) Peter C. Austin MULTIVARIATE BEHAVIORAL RESEARCH
- Functional principal component model for high-dimensional brain imaging
- (2011) Vadim Zipunnikov et al. NEUROIMAGE
- A unifying view on dataset shift in classification
- (2011) Jose G. Moreno-Torres et al. PATTERN RECOGNITION
- Age Correction in Dementia – Matching to a Healthy Brain
- (2011) Juergen Dukart et al. PLoS One
- Prediction of MCI to AD conversion, via MRI, CSF biomarkers, and pattern classification
- (2010) Christos Davatzikos et al. NEUROBIOLOGY OF AGING
- Prognostic prediction of therapeutic response in depression using high-field MR imaging
- (2010) Qiyong Gong et al. NEUROIMAGE
- Decoding brain states from fMRI connectivity graphs
- (2010) Jonas Richiardi et al. NEUROIMAGE
- Detecting stable distributed patterns of brain activation using Gini contrast
- (2010) Georg Langs et al. NEUROIMAGE
- Use of Neuroanatomical Pattern Classification to Identify Subjects in At-Risk Mental States of Psychosis and Predict Disease Transition
- (2009) Nikolaos Koutsouleris et al. ARCHIVES OF GENERAL PSYCHIATRY
- Elucidating a Magnetic Resonance Imaging-Based Neuroanatomic Biomarker for Psychosis: Classification Analysis Using Probabilistic Brain Atlas and Machine Learning Algorithms
- (2009) Daqiang Sun et al. BIOLOGICAL PSYCHIATRY
- Functional Generalized Linear Models with Images as Predictors
- (2009) Philip T. Reiss et al. BIOMETRICS
- Longitudinal progression of Alzheimer's-like patterns of atrophy in normal older adults: the SPARE-AD index
- (2009) C. Davatzikos et al. BRAIN
- Disease state prediction from resting state functional connectivity
- (2009) R. Cameron Craddock et al. MAGNETIC RESONANCE IN MEDICINE
- Prognostic and Diagnostic Potential of the Structural Neuroanatomy of Depression
- (2009) Sergi G. Costafreda et al. PLoS One
- Constructing Inverse Probability Weights for Marginal Structural Models
- (2008) S. R. Cole et al. AMERICAN JOURNAL OF EPIDEMIOLOGY
- Automatic classification of MR scans in Alzheimer's disease
- (2008) S. Kloppel et al. BRAIN
- Source-based morphometry: The use of independent component analysis to identify gray matter differences with application to schizophrenia
- (2008) Lai Xu et al. HUMAN BRAIN MAPPING
- Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns
- (2008) Federico De Martino et al. NEUROIMAGE
- Individual patient diagnosis of AD and FTD via high-dimensional pattern classification of MRI
- (2008) C. Davatzikos et al. NEUROIMAGE
- Alzheimer's disease diagnosis in individual subjects using structural MR images: Validation studies
- (2007) Prashanthi Vemuri et al. NEUROIMAGE
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now