标题
Towards a brain‐based predictome of mental illness
作者
关键词
-
出版物
HUMAN BRAIN MAPPING
Volume -, Issue -, Pages -
出版商
Wiley
发表日期
2020-05-06
DOI
10.1002/hbm.25013
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- A Reckoning and Research Agenda for Neuroimaging in Psychiatry
- (2019) Amit Etkin AMERICAN JOURNAL OF PSYCHIATRY
- Deep Collaborative Learning With Application to the Study of Multimodal Brain Development
- (2019) Wenxing Hu et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- N-BiC: A Method for Multi-Component and Symptom Biclustering of Structural MRI Data: Application to Schizophrenia
- (2019) Md Abdur Rahaman et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Decoding diagnosis and lifetime consumption in alcohol dependence from grey-matter pattern information
- (2018) M. Guggenmos et al. ACTA PSYCHIATRICA SCANDINAVICA
- Non-negative discriminative brain functional connectivity for identifying schizophrenia on resting-state fMRI
- (2018) Qi Zhu et al. Biomedical Engineering Online
- Machine learning classification of first-episode schizophrenia spectrum disorders and controls using whole brain white matter fractional anisotropy
- (2018) Pavol Mikolas et al. BMC Psychiatry
- Wavelet coherence-based classifier: A resting-state functional MRI study on neurodynamics in adolescents with high-functioning autism
- (2018) Antoine Bernas et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Fusion of fMRI and non-imaging data for ADHD classification
- (2018) Atif Riaz et al. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS
- Diagnosis of Autism Spectrum Disorders Using Multi-Level High-Order Functional Networks Derived From Resting-State Functional MRI
- (2018) Feng Zhao et al. Frontiers in Human Neuroscience
- Spatio-temporal dynamics of resting-state brain networks improve single-subject prediction of schizophrenia diagnosis
- (2018) Akhil Kottaram et al. HUMAN BRAIN MAPPING
- Connectivity dynamics in typical development and its relationship to autistic traits and autism spectrum disorder
- (2018) Barnaly Rashid et al. HUMAN BRAIN MAPPING
- Multimodal Fusion With Reference: Searching for Joint Neuromarkers of Working Memory Deficits in Schizophrenia
- (2018) Shile Qi et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Pattern recognition of magnetic resonance imaging-based gray matter volume measurements classifies bipolar disorder and major depressive disorder
- (2018) Harry Rubin-Falcone et al. JOURNAL OF AFFECTIVE DISORDERS
- Classification of ADHD with bi-objective optimization
- (2018) Lizhen Shao et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Treatment response prediction and individualized identification of first-episode drug-naïve schizophrenia using brain functional connectivity
- (2018) Bo Cao et al. MOLECULAR PSYCHIATRY
- Harmonization of cortical thickness measurements across scanners and sites
- (2018) Jean-Philippe Fortin et al. NEUROIMAGE
- Whole brain white matter connectivity analysis using machine learning: An application to autism
- (2018) Fan Zhang et al. NEUROIMAGE
- Metric learning with spectral graph convolutions on brain connectivity networks
- (2018) Sofia Ira Ktena et al. NEUROIMAGE
- Predicting Autism Spectrum Disorder Using Domain-Adaptive Cross-Site Evaluation
- (2018) Runa Bhaumik et al. NEUROINFORMATICS
- Random forest based classification of alcohol dependence patients and healthy controls using resting state MRI
- (2018) Xi Zhu et al. NEUROSCIENCE LETTERS
- Abnormal segments of right uncinate fasciculus and left anterior thalamic radiation in major and bipolar depression
- (2018) Feng Deng et al. PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY
- Brain Subtyping Enhances The Neuroanatomical Discrimination of Schizophrenia
- (2018) Dominic B Dwyer et al. SCHIZOPHRENIA BULLETIN
- Classification of First-Episode Schizophrenia Using Multimodal Brain Features: A Combined Structural and Diffusion Imaging Study
- (2018) Sugai Liang et al. SCHIZOPHRENIA BULLETIN
- Assessment of the impact of shared brain imaging data on the scientific literature
- (2018) Michael P. Milham 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
- Addressing the Causality Gap in Human Psychiatric Neuroscience
- (2018) Amit Etkin JAMA Psychiatry
- Multivariate Classification of Major Depressive Disorder Using the Effective Connectivity and Functional Connectivity
- (2018) Xiangfei Geng et al. Frontiers in Neuroscience
- Identification of autism spectrum disorder using deep learning and the ABIDE dataset
- (2018) Anibal Sólon Heinsfeld et al. NeuroImage-Clinical
- Diagnostic value of structural and diffusion imaging measures in schizophrenia
- (2018) Jungsun Lee et al. NeuroImage-Clinical
- Identifying first-episode drug naïve patients with schizophrenia with or without auditory verbal hallucinations using whole-brain functional connectivity: A pattern analysis study
- (2018) Peng Huang et al. NeuroImage-Clinical
- Complexity in mood disorder diagnosis: fMRI connectivity networks predicted medication-class of response in complex patients
- (2018) E. Osuch et al. ACTA PSYCHIATRICA SCANDINAVICA
- Identifying a neuroanatomical signature of schizophrenia, reproducible across sites and stages, using machine learning with structured sparsity
- (2018) A. de Pierrefeu et al. ACTA PSYCHIATRICA SCANDINAVICA
- Machine learning in major depression: From classification to treatment outcome prediction
- (2018) Shuang Gao et al. CNS Neuroscience & Therapeutics
- Development and evaluation of a multimodal marker of major depressive disorder
- (2018) Jie Yang et al. HUMAN BRAIN MAPPING
- Reading the (functional) writing on the (structural) wall: Multimodal fusion of brain structure and function via a deep neural network based translation approach reveals novel impairments in schizophrenia
- (2018) Sergey M. Plis et al. NEUROIMAGE
- Progress in achieving quantitative classification of psychopathology
- (2018) Robert F. Krueger et al. World Psychiatry
- Multimodal neuromarkers in schizophrenia via cognition-guided MRI fusion
- (2018) Jing Sui et al. Nature Communications
- Identifying individuals with attention deficit hyperactivity disorder based on temporal variability of dynamic functional connectivity
- (2018) Xun-Heng Wang et al. Scientific Reports
- Recognition of Schizophrenia with Regularized Support Vector Machine and Sequential Region of Interest Selection using Structural Magnetic Resonance Imaging
- (2018) Rowena Chin et al. Scientific Reports
- Decentralized Analysis of Brain Imaging Data: Voxel-Based Morphometry and Dynamic Functional Network Connectivity
- (2018) Harshvardhan Gazula et al. Frontiers in Neuroinformatics
- A framework for linking resting-state chronnectome/genome features in schizophrenia: A pilot study
- (2018) Barnaly Rashid et al. NEUROIMAGE
- Using resting state functional MRI to build a personalized autism diagnosis system
- (2018) Omar Dekhil et al. PLoS One
- Unsupervised Manifold Learning Using High-Order Morphological Brain Networks Derived From T1-w MRI for Autism Diagnosis
- (2018) Mayssa Soussia et al. Frontiers in Neuroinformatics
- Data Driven Classification Using fMRI Network Measures: Application to Schizophrenia
- (2018) Pantea Moghimi et al. Frontiers in Neuroinformatics
- Combining Multiple Resting-State fMRI Features during Classification: Optimized Frameworks and Their Application to Nicotine Addiction
- (2017) Xiaoyu Ding et al. Frontiers in Human Neuroscience
- Classification of Schizophrenia Based on Individual Hierarchical Brain Networks Constructed From Structural MRI Images
- (2017) Jin Liu et al. IEEE TRANSACTIONS ON NANOBIOSCIENCE
- Decreased Resting-State Interhemispheric Functional Connectivity Correlated with Neurocognitive Deficits in Drug-Naive First-Episode Adolescent-Onset Schizophrenia
- (2017) Yi Liu et al. INTERNATIONAL JOURNAL OF NEUROPSYCHOPHARMACOLOGY
- Whole-brain resting-state functional connectivity identified major depressive disorder: A multivariate pattern analysis in two independent samples
- (2017) Xue Zhong et al. JOURNAL OF AFFECTIVE DISORDERS
- The relevance of feature selection methods to the classification of obsessive-compulsive disorder based on volumetric measures
- (2017) Lucas R. Trambaiolli et al. JOURNAL OF AFFECTIVE DISORDERS
- MMM: classification of schizophrenia using multi-modality multi-atlas feature representation and multi-kernel learning
- (2017) Jin Liu et al. MULTIMEDIA TOOLS AND APPLICATIONS
- Building better biomarkers: brain models in translational neuroimaging
- (2017) Choong-Wan Woo et al. NATURE NEUROSCIENCE
- Towards person-centered neuroimaging markers for resilience and vulnerability in Bipolar Disorder
- (2017) Sophia Frangou et al. NEUROIMAGE
- Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example
- (2017) Alexandre Abraham et al. NEUROIMAGE
- The effect of preprocessing pipelines in subject classification and detection of abnormal resting state functional network connectivity using group ICA
- (2017) Victor M. Vergara et al. NEUROIMAGE
- Harmonization of multi-site diffusion tensor imaging data
- (2017) Jean-Philippe Fortin et al. NEUROIMAGE
- Task-specific feature extraction and classification of fMRI volumes using a deep neural network initialized with a deep belief network: Evaluation using sensorimotor tasks
- (2017) Hojin Jang et al. NEUROIMAGE
- Assessing and tuning brain decoders: Cross-validation, caveats, and guidelines
- (2017) Gaël Varoquaux et al. NEUROIMAGE
- Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls
- (2017) Mohammad R. Arbabshirani et al. NEUROIMAGE
- Differential Abnormal Pattern of Anterior Cingulate Gyrus Activation in Unipolar and Bipolar Depression: an fMRI and Pattern Classification Approach
- (2017) Christian Bürger et al. NEUROPSYCHOPHARMACOLOGY
- The Impact of Combinations of Alcohol, Nicotine, and Cannabis on Dynamic Brain Connectivity
- (2017) Victor M Vergara et al. NEUROPSYCHOPHARMACOLOGY
- Using deep learning to investigate the neuroimaging correlates of psychiatric and neurological disorders: Methods and applications
- (2017) Sandra Vieira et al. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS
- Evaluation of machine learning algorithms and structural features for optimal MRI-based diagnostic prediction in psychosis
- (2017) Raymond Salvador et al. PLoS One
- Screening of autism based on task-free fMRI using graph theoretical approach
- (2017) Masoumeh Sadeghi et al. PSYCHIATRY RESEARCH-NEUROIMAGING
- Evaluating the diagnostic utility of applying a machine learning algorithm to diffusion tensor MRI measures in individuals with major depressive disorder
- (2017) David M. Schnyer et al. PSYCHIATRY RESEARCH-NEUROIMAGING
- Multisite Machine Learning Analysis Provides a Robust Structural Imaging Signature of Schizophrenia Detectable Across Diverse Patient Populations and Within Individuals
- (2017) Martin Rozycki et al. SCHIZOPHRENIA BULLETIN
- Grey matter volume patterns in thalamic nuclei are associated with familial risk for schizophrenia
- (2017) Giulio Pergola et al. SCHIZOPHRENIA RESEARCH
- Can we accurately classify schizophrenia patients from healthy controls using magnetic resonance imaging and machine learning? A multi-method and multi-dataset study
- (2017) Julie L. Winterburn et al. SCHIZOPHRENIA RESEARCH
- Functional neuroimaging of high-risk 6-month-old infants predicts a diagnosis of autism at 24 months of age
- (2017) Robert W. Emerson et al. Science Translational Medicine
- Identifying current and remitted major depressive disorder with the Hurst exponent: a comparative study on two automated anatomical labeling atlases
- (2017) Bin Jing et al. Oncotarget
- Progress and roadblocks in the search for brain-based biomarkers of autism and attention-deficit/hyperactivity disorder
- (2017) L Q Uddin et al. Translational Psychiatry
- Separating generalized anxiety disorder from major depression using clinical, hormonal, and structural MRI data: A multimodal machine learning study
- (2017) Kevin Hilbert et al. Brain and Behavior
- Multimodal Discrimination of Schizophrenia Using Hybrid Weighted Feature Concatenation of Brain Functional Connectivity and Anatomical Features with an Extreme Learning Machine
- (2017) Muhammad Naveed Iqbal Qureshi et al. Frontiers in Neuroinformatics
- Schizophrenia Shows Disrupted Links between Brain Volume and Dynamic Functional Connectivity
- (2017) Anees Abrol et al. Frontiers in Neuroscience
- Multivariate pattern analysis strategies in detection of remitted major depressive disorder using resting state functional connectivity
- (2017) Runa Bhaumik et al. NeuroImage-Clinical
- Biclustered Independent Component Analysis for Complex Biomarker and Subtype Identification from Structural Magnetic Resonance Images in Schizophrenia
- (2017) Cota Navin Gupta et al. Frontiers in Psychiatry
- Using Functional or Structural Magnetic Resonance Images and Personal Characteristic Data to Identify ADHD and Autism
- (2017) Sina Ghiassian et al. PLoS One
- Prediction of clinical depression scores and detection of changes in whole-brain using resting-state functional MRI data with partial least squares regression
- (2017) Kosuke Yoshida et al. PLoS One
- Abnormal neural activity as a potential biomarker for drug-naive first-episode adolescent-onset schizophrenia with coherence regional homogeneity and support vector machine analyses
- (2017) Yi Liu et al. SCHIZOPHRENIA RESEARCH
- A Neural Marker of Obsessive-Compulsive Disorder from Whole-Brain Functional Connectivity
- (2017) Yu Takagi et al. Scientific Reports
- Distinctive Neuroanatomical Substrates for Depression in Bipolar Disorder versus Major Depressive Disorder
- (2017) Koji Matsuo et al. CEREBRAL CORTEX
- Multi-modal MRI classifiers identify excessive alcohol consumption and treatment effects in the brain
- (2016) Alejandro Cosa et al. ADDICTION BIOLOGY
- Identification of Distinct Psychosis Biotypes Using Brain-Based Biomarkers
- (2016) Brett A. Clementz et al. AMERICAN JOURNAL OF PSYCHIATRY
- Diagnostic model generated by MRI-derived brain features in toddlers with autism spectrum disorder
- (2016) Xiang Xiao et al. Autism Research
- Understanding Heterogeneity in Clinical Cohorts Using Normative Models: Beyond Case-Control Studies
- (2016) Andre F. Marquand et al. BIOLOGICAL PSYCHIATRY
- Distinguishing medication-free subjects with unipolar disorder from subjects with bipolar disorder: state matters
- (2016) Maria M Rive et al. BIPOLAR DISORDERS
- Network-based classification of ADHD patients using discriminative subnetwork selection and graph kernel PCA
- (2016) Junqiang Du et al. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS
- Multivariate pattern analysis of obsessive–compulsive disorder using structural neuroanatomy
- (2016) Xinyu Hu et al. EUROPEAN NEUROPSYCHOPHARMACOLOGY
- Non-parametric combination and related permutation tests for neuroimaging
- (2016) Anderson M. Winkler et al. HUMAN BRAIN MAPPING
- Dynamic functional connectivity reveals altered variability in functional connectivity among patients with major depressive disorder
- (2016) Murat Demirtaş et al. HUMAN BRAIN MAPPING
- Deep Independence Network Analysis of Structural Brain Imaging: Application to Schizophrenia
- (2016) Eduardo Castro et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Abnormal brain activation during directed forgetting of negative memory in depressed patients
- (2016) Wenjing Yang et al. JOURNAL OF AFFECTIVE DISORDERS
- Diagnostic classification of unipolar depression based on resting-state functional connectivity MRI: effects of generalization to a diverse sample
- (2016) Benedikt Sundermann et al. JOURNAL OF NEURAL TRANSMISSION
- Multimodal MRI characterisation of schizophrenia: a discriminative analysis
- (2016) Han Yang et al. LANCET
- Discriminative analysis of schizophrenia using support vector machine and recursive feature elimination on structural MRI images
- (2016) Xiaobing Lu et al. MEDICINE
- Resting-state connectivity biomarkers define neurophysiological subtypes of depression
- (2016) Andrew T Drysdale et al. NATURE MEDICINE
- Discriminating schizophrenia and schizo-obsessive disorder: a structural MRI study combining VBM and machine learning methods
- (2016) Cumhur Tas et al. NEURAL COMPUTING & APPLICATIONS
- An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging
- (2016) Jesper L.R. Andersson et al. NEUROIMAGE
- Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain resting-state functional connectivity patterns of schizophrenia
- (2016) Junghoe Kim et al. NEUROIMAGE
- Classification of schizophrenia and bipolar patients using static and dynamic resting-state fMRI brain connectivity
- (2016) Barnaly Rashid et al. NEUROIMAGE
- Multivariate classification of autism spectrum disorder using frequency-specific resting-state functional connectivity—A multi-center study
- (2016) Heng Chen et al. PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY
- Dynamic cerebral reorganization in the pathophysiology of schizophrenia: a MRI-derived cortical thickness study
- (2016) S. Guo et al. PSYCHOLOGICAL MEDICINE
- Connectivity of the anterior insula differentiates participants with first-episode schizophrenia spectrum disorders from controls: a machine-learning study
- (2016) P. Mikolas et al. PSYCHOLOGICAL MEDICINE
- Classifying Schizophrenia Using Multimodal Multivariate Pattern Recognition Analysis: Evaluating the Impact of Individual Clinical Profiles on the Neurodiagnostic Performance
- (2016) Carlos Cabral et al. SCHIZOPHRENIA BULLETIN
- Interaction among subsystems within default mode network diminished in schizophrenia patients: A dynamic connectivity approach
- (2016) Yuhui Du et al. SCHIZOPHRENIA RESEARCH
- A Tool for Interactive Data Visualization: Application to Over 10,000 Brain Imaging and Phantom MRI Data Sets
- (2016) Sandeep R. Panta et al. Frontiers in Neuroinformatics
- One-Class Support Vector Machines Identify the Language and Default Mode Regions As Common Patterns of Structural Alterations in Young Children with Autism Spectrum Disorders
- (2016) Alessandra Retico et al. Frontiers in Neuroscience
- COINSTAC: A Privacy Enabled Model and Prototype for Leveraging and Processing Decentralized Brain Imaging Data
- (2016) Sergey M. Plis et al. Frontiers in Neuroscience
- Supervised, Multivariate, Whole-Brain Reduction Did Not Help to Achieve High Classification Performance in Schizophrenia Research
- (2016) Eva Janousova et al. Frontiers in Neuroscience
- Multimodal Classification of Schizophrenia Patients with MEG and fMRI Data Using Static and Dynamic Connectivity Measures
- (2016) Mustafa S. Cetin et al. Frontiers in Neuroscience
- Accuracy of automated classification of major depressive disorder as a function of symptom severity
- (2016) Rajamannar Ramasubbu et al. NeuroImage-Clinical
- Classification of autistic individuals and controls using cross-task characterization of fMRI activity
- (2016) Guillaume Chanel et al. NeuroImage-Clinical
- Quantifying patterns of brain activity: Distinguishing unaffected siblings from participants with ADHD and healthy individuals
- (2016) Thomas Wolfers et al. NeuroImage-Clinical
- Studying depression using imaging and machine learning methods
- (2016) Meenal J. Patel et al. NeuroImage-Clinical
- Detecting Neuroimaging Biomarkers for Psychiatric Disorders: Sample Size Matters
- (2016) Hugo G. Schnack et al. Frontiers in Psychiatry
- A texture-based method for classification of schizophrenia using fMRI data
- (2015) Ali A. Pouyan et al. Biocybernetics and Biomedical Engineering
- In Search of Multimodal Neuroimaging Biomarkers of Cognitive Deficits in Schizophrenia
- (2015) Jing Sui et al. BIOLOGICAL PSYCHIATRY
- Predicting the Naturalistic Course of Major Depressive Disorder Using Clinical and Multimodal Neuroimaging Information: A Multivariate Pattern Recognition Study
- (2015) Lianne Schmaal et al. BIOLOGICAL PSYCHIATRY
- Distinguishing bipolar and major depressive disorders by brain structural morphometry: a pilot study
- (2015) Germaine Fung et al. BMC Psychiatry
- Individualized differential diagnosis of schizophrenia and mood disorders using neuroanatomical biomarkers
- (2015) Nikolaos Koutsouleris et al. BRAIN
- Failure of hippocampal deactivation during loss events in treatment-resistant depression
- (2015) Blair A. Johnston et al. BRAIN
- Multi-task feature selection via supervised canonical graph matching for diagnosis of autism spectrum disorder
- (2015) Liye Wang et al. Brain Imaging and Behavior
- Connectivity Analysis and Feature Classification in Attention Deficit Hyperactivity Disorder Sub-Types: A Task Functional Magnetic Resonance Imaging Study
- (2015) Bo-yong Park et al. BRAIN TOPOGRAPHY
- Resting state functional magnetic resonance imaging and neural network classified autism and control
- (2015) Tetsuya Iidaka CORTEX
- Multimodal neuroimaging based classification of autism spectrum disorder using anatomical, neurochemical, and white matter correlates
- (2015) Lauren E. Libero et al. CORTEX
- Classifying adolescent attention-deficit/hyperactivity disorder (ADHD) based on functional and structural imaging
- (2015) Reto Iannaccone et al. EUROPEAN CHILD & ADOLESCENT PSYCHIATRY
- Multivariate classification of smokers and nonsmokers using SVM-RFE on structural MRI images
- (2015) Xiaoyu Ding et al. HUMAN BRAIN MAPPING
- Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease
- (2015) Siqi Liu et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Cortical thickness predicts the first onset of major depression in adolescence
- (2015) Lara C. Foland-Ross et al. INTERNATIONAL JOURNAL OF DEVELOPMENTAL NEUROSCIENCE
- Machine learning approaches for integrating clinical and imaging features in late-life depression classification and response prediction
- (2015) Meenal J. Patel et al. INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY
- Gray Matter Alterations in Young Children with Autism Spectrum Disorders: Comparing Morphometry at the Voxel and Regional Level
- (2015) Ilaria Gori et al. JOURNAL OF NEUROIMAGING
- Subcortical volumes differentiate Major Depressive Disorder, Bipolar Disorder, and remitted Major Depressive Disorder
- (2015) Matthew D. Sacchet et al. JOURNAL OF PSYCHIATRIC RESEARCH
- Computer aided diagnosis of schizophrenia on resting state fMRI data by ensembles of ELM
- (2015) Darya Chyzhyk et al. NEURAL NETWORKS
- Deep learning in neural networks: An overview
- (2015) Jürgen Schmidhuber NEURAL NETWORKS
- A group ICA based framework for evaluating resting fMRI markers when disease categories are unclear: application to schizophrenia, bipolar, and schizoaffective disorders
- (2015) Yuhui Du et al. NEUROIMAGE
- Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects
- (2015) Elaheh Moradi et al. NEUROIMAGE
- Sparse network-based models for patient classification using fMRI
- (2015) Maria J. Rosa et al. NEUROIMAGE
- Towards a statistical test for functional connectivity dynamics
- (2015) Andrew Zalesky et al. NEUROIMAGE
- Detecting Neuroimaging Biomarkers for Schizophrenia: A Meta-Analysis of Multivariate Pattern Recognition Studies
- (2015) Joseph Kambeitz et al. NEUROPSYCHOPHARMACOLOGY
- From estimating activation locality to predicting disorder: A review of pattern recognition for neuroimaging-based psychiatric diagnostics
- (2015) Thomas Wolfers et al. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS
- Toward Probabilistic Diagnosis and Understanding of Depression Based on Functional MRI Data Analysis with Logistic Group LASSO
- (2015) Yu Shimizu et al. PLoS One
- Neural Correlates of Response to Pharmacotherapy in Obsessive-Compulsive Disorder: Individualized Cortical Morphology-Based Structural Covariance
- (2015) Je-Yeon Yun et al. PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY
- Machine learning algorithm accurately detects fMRI signature of vulnerability to major depression
- (2015) João R. Sato et al. PSYCHIATRY RESEARCH-NEUROIMAGING
- Combining various types of classifiers and features extracted from magnetic resonance imaging data in schizophrenia recognition
- (2015) Eva Janousova et al. PSYCHIATRY RESEARCH-NEUROIMAGING
- Disintegration of Sensorimotor Brain Networks in Schizophrenia
- (2015) Tobias Kaufmann et al. SCHIZOPHRENIA BULLETIN
- Nodal centrality of functional network in the differentiation of schizophrenia
- (2015) Hu Cheng et al. SCHIZOPHRENIA RESEARCH
- Discriminating Bipolar Disorder From Major Depression Based on SVM-FoBa: Efficient Feature Selection With Multimodal Brain Imaging Data
- (2015) Nan-Feng Jie et al. IEEE Transactions on Autonomous Mental Development
- Characterizing heterogeneity in children with and without ADHD based on reward system connectivity
- (2015) Taciana G. Costa Dias et al. Developmental Cognitive Neuroscience
- Fully Connected Cascade Artificial Neural Network Architecture for Attention Deficit Hyperactivity Disorder Classification From Functional Magnetic Resonance Imaging Data
- (2015) Gopikrishna Deshpande et al. IEEE Transactions on Cybernetics
- Abnormalities in Hemispheric Specialization of Caudate Nucleus Connectivity in Schizophrenia
- (2015) Sophia Mueller et al. JAMA Psychiatry
- Multivariate genetic determinants of EEG oscillations in schizophrenia and psychotic bipolar disorder from the BSNIP study
- (2015) B Narayanan et al. Translational Psychiatry
- Diagnostic classification of intrinsic functional connectivity highlights somatosensory, default mode, and visual regions in autism
- (2015) Colleen P. Chen et al. NeuroImage-Clinical
- Functional connectivity classification of autism identifies highly predictive brain features but falls short of biomarker standards
- (2015) Mark Plitt et al. NeuroImage-Clinical
- Support Vector Machine Classification of Major Depressive Disorder Using Diffusion-Weighted Neuroimaging and Graph Theory
- (2015) Matthew D. Sacchet et al. Frontiers in Psychiatry
- Deep Neural Networks: A New Framework for Modeling Biological Vision and Brain Information Processing
- (2015) Nikolaus Kriegeskorte Annual Review of Vision Science
- Diagnostic Classification of Schizophrenia Patients on the Basis of Regional Reward-Related fMRI Signal Patterns
- (2015) Stefan P. Koch et al. PLoS One
- Structural MRI-Based Predictions in Patients with Treatment-Refractory Depression (TRD)
- (2015) Blair A. Johnston et al. PLoS One
- The NIMH Research Domain Criteria (RDoC) Project: Precision Medicine for Psychiatry
- (2014) Thomas R. Insel AMERICAN JOURNAL OF PSYCHIATRY
- Predictors of schizophrenia spectrum disorders in early-onset first episodes of psychosis: a support vector machine model
- (2014) Laura Pina-Camacho et al. EUROPEAN CHILD & ADOLESCENT PSYCHIATRY
- Decreased regional activity of default-mode network in unaffected siblings of schizophrenia patients at rest
- (2014) Wenbin Guo et al. EUROPEAN NEUROPSYCHOPHARMACOLOGY
- Machine learning classification of resting state functional connectivity predicts smoking status
- (2014) Vani Pariyadath et al. Frontiers in Human Neuroscience
- Dynamic connectivity states estimated from resting fMRI Identify differences among Schizophrenia, bipolar disorder, and healthy control subjects
- (2014) Barnaly Rashid et al. Frontiers in Human Neuroscience
- Independent component analysis of resting state activity in pediatric obsessive-compulsive disorder
- (2014) Patricia Gruner et al. HUMAN BRAIN MAPPING
- Brainstem abnormalities in attention deficit hyperactivity disorder support high accuracy individual diagnostic classification
- (2014) Blair A. Johnston et al. HUMAN BRAIN MAPPING
- Diagnostic classification of specific phobia subtypes using structural MRI data: a machine-learning approach
- (2014) Ulrike Lueken et al. JOURNAL OF NEURAL TRANSMISSION
- Predictive Neurofunctional Markers of Attention-Deficit/Hyperactivity Disorder Based on Pattern Classification of Temporal Processing
- (2014) Heledd Hart et al. JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY
- Discovering brain regions relevant to obsessive–compulsive disorder identification through bagging and transduction
- (2014) Emilio Parrado-Hernández et al. MEDICAL IMAGE ANALYSIS
- Resting-state functional connectivity abnormalities in first-onset unmedicated depression
- (2014) Junjie Chen et al. Neural Regeneration Research
- Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers
- (2014) Gholamreza Salimi-Khorshidi et al. NEUROIMAGE
- Restricted Boltzmann machines for neuroimaging: An application in identifying intrinsic networks
- (2014) R. Devon Hjelm et al. NEUROIMAGE
- Disease prediction based on functional connectomes using a scalable and spatially-informed support vector machine
- (2014) Takanori Watanabe et al. NEUROIMAGE
- The Chronnectome: Time-Varying Connectivity Networks as the Next Frontier in fMRI Data Discovery
- (2014) Vince D. Calhoun et al. NEURON
- Internetwork dynamic connectivity effectively differentiates schizophrenic patients from healthy controls
- (2014) Hui Shen et al. NEUROREPORT
- Multiparametric MRI Characterization and Prediction in Autism Spectrum Disorder Using Graph Theory and Machine Learning
- (2014) Yongxia Zhou et al. PLoS One
- Identifying Autism from Neural Representations of Social Interactions: Neurocognitive Markers of Autism
- (2014) Marcel Adam Just et al. PLoS One
- Grey-matter texture abnormalities and reduced hippocampal volume are distinguishing features of schizophrenia
- (2014) Eugenia Radulescu et al. PSYCHIATRY RESEARCH-NEUROIMAGING
- Distinct neuropsychological profiles within ADHD: a latent class analysis of cognitive control, reward sensitivity and timing
- (2014) B. M. van Hulst et al. PSYCHOLOGICAL MEDICINE
- Genetic Relationships Between Schizophrenia, Bipolar Disorder, and Schizoaffective Disorder
- (2014) A. G. Cardno et al. SCHIZOPHRENIA BULLETIN
- Machine learning fMRI classifier delineates subgroups of schizophrenia patients
- (2014) Maya Bleich-Cohen et al. SCHIZOPHRENIA RESEARCH
- Attributed graph distance measure for automatic detection of attention deficit hyperactive disordered subjects
- (2014) Soumyabrata Dey et al. Frontiers in Neural Circuits
- Identifying endophenotypes of autism: a multivariate approach
- (2014) FermÃn Segovia et al. Frontiers in Computational Neuroscience
- Neuroanatomical Classification in a Population-Based Sample of Psychotic Major Depression and Bipolar I Disorder with 1 Year of Diagnostic Stability
- (2014) Mauricio H. Serpa et al. Biomed Research International
- Brain Morphometric Biomarkers Distinguishing Unipolar and Bipolar Depression
- (2014) Ronny Redlich et al. JAMA Psychiatry
- A review of multivariate analyses in imaging genetics
- (2014) Jingyu Liu et al. Frontiers in Neuroinformatics
- An empirical comparison of different approaches for combining multimodal neuroimaging data with support vector machine
- (2014) William Pettersson-Yeo et al. Frontiers in Neuroscience
- Deep learning for neuroimaging: a validation study
- (2014) Sergey M. Plis et al. Frontiers in Neuroscience
- Multivariate neuroanatomical classification of cognitive subtypes in schizophrenia: A support vector machine learning approach
- (2014) Ian C. Gould et al. NeuroImage-Clinical
- Using Structural Neuroimaging to Make Quantitative Predictions of Symptom Progression in Individuals at Ultra-High Risk for Psychosis
- (2014) Stefania Tognin et al. Frontiers in Psychiatry
- Multivariate Classification of Blood Oxygen Level-Dependent fMRI Data with Diagnostic Intention: A Clinical Perspective
- (2013) B. Sundermann et al. AMERICAN JOURNAL OF NEURORADIOLOGY
- Classifying social anxiety disorder using multivoxel pattern analyses of brain function and structure
- (2013) Andreas Frick et al. BEHAVIOURAL BRAIN RESEARCH
- Functional connectivity-based signatures of schizophrenia revealed by multiclass pattern analysis of resting-state fMRI from schizophrenic patients and their healthy siblings
- (2013) Yang Yu et al. Biomedical Engineering Online
- Integrating fMRI and SNP data for biomarker identification for schizophrenia with a sparse representation based variable selection method
- (2013) Hongbao Cao et al. BMC Medical Genomics
- Informing DSM-5: biological boundaries between bipolar I disorder, schizoaffective disorder, and schizophrenia
- (2013) Victoria E Cosgrove et al. BMC Medicine
- Disorder-specific volumetric brain difference in adolescent major depressive disorder and bipolar depression
- (2013) Frank P. MacMaster et al. Brain Imaging and Behavior
- Multivariate classification of social anxiety disorder using whole brain functional connectivity
- (2013) Feng Liu et al. Brain Structure & Function
- Latent feature representation with stacked auto-encoder for AD/MCI diagnosis
- (2013) Heung-Il Suk et al. Brain Structure & Function
- Characterizing Thalamo-Cortical Disturbances in Schizophrenia and Bipolar Illness
- (2013) A. Anticevic et al. CEREBRAL CORTEX
- Altered regional homogeneity patterns in adults with attention-deficit hyperactivity disorder
- (2013) Xunheng Wang et al. EUROPEAN JOURNAL OF RADIOLOGY
- Stratified medicine for mental disorders
- (2013) Gunter Schumann et al. EUROPEAN NEUROPSYCHOPHARMACOLOGY
- Combination of Resting State fMRI, DTI, and sMRI Data to Discriminate Schizophrenia by N-way MCCA + jICA
- (2013) Jing Sui et al. Frontiers in Human Neuroscience
- Discriminative analysis of non-linear brain connectivity in schizophrenia: an fMRI Study
- (2013) Longfei Su et al. Frontiers in Human Neuroscience
- Multisite functional connectivity MRI classification of autism: ABIDE results
- (2013) Jared A. Nielsen et al. Frontiers in Human Neuroscience
- Decreased small-world functional network connectivity and clustering across resting state networks in schizophrenia: an fMRI classification tutorial
- (2013) Ariana Anderson et al. Frontiers in Human Neuroscience
- Identification of neural connectivity signatures of autism using machine learning
- (2013) Gopikrishna Deshpande et al. Frontiers in Human Neuroscience
- Multivariate pattern analysis of DTI reveals differential white matter in individuals with obsessive-compulsive disorder
- (2013) Fei Li et al. HUMAN BRAIN MAPPING
- Diagnosis of autism spectrum disorders using regional and interregional morphological features
- (2013) Chong-Yaw Wee et al. HUMAN BRAIN MAPPING
- Amygdala excitability to subliminally presented emotional faces distinguishes unipolar and bipolar depression: An fMRI and pattern classification study
- (2013) Dominik Grotegerd et al. HUMAN BRAIN MAPPING
- Unsupervised classification of major depression using functional connectivity MRI
- (2013) Ling-Li Zeng et al. HUMAN BRAIN MAPPING
- Pattern classification of response inhibition in ADHD: Toward the development of neurobiological markers for ADHD
- (2013) Heledd Hart et al. HUMAN BRAIN MAPPING
- Integration of Network Topological and Connectivity Properties for Neuroimaging Classification
- (2013) Biao Jie et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- A Review on Multi-Label Learning Algorithms
- (2013) Min-Ling Zhang et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- SCoRS—A Method Based on Stability for Feature Selection and Mapping in Neuroimaging
- (2013) Jane M. Rondina et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Discrimination between schizophrenia and major depressive disorder by magnetic resonance imaging of the female brain
- (2013) Miho Ota et al. JOURNAL OF PSYCHIATRIC RESEARCH
- The autism brain imaging data exchange: towards a large-scale evaluation of the intrinsic brain architecture in autism
- (2013) A Di Martino et al. MOLECULAR PSYCHIATRY
- Imaging human connectomes at the macroscale
- (2013) R Cameron Craddock et al. NATURE METHODS
- Optimally-Discriminative Voxel-Based Morphometry significantly increases the ability to detect group differences in schizophrenia, mild cognitive impairment, and Alzheimer's disease
- (2013) Tianhao Zhang et al. NEUROIMAGE
- A multiple kernel learning approach to perform classification of groups from complex-valued fMRI data analysis: Application to schizophrenia
- (2013) Eduardo Castro et al. NEUROIMAGE
- Can structural MRI aid in clinical classification? A machine learning study in two independent samples of patients with schizophrenia, bipolar disorder and healthy subjects
- (2013) Hugo G. Schnack et al. NEUROIMAGE
- Non-negative matrix factorization of multimodal MRI, fMRI and phenotypic data reveals differential changes in default mode subnetworks in ADHD
- (2013) Ariana Anderson et al. NEUROIMAGE
- A Review of Feature Reduction Techniques in Neuroimaging
- (2013) Benson Mwangi et al. NEUROINFORMATICS
- PRoNTo: Pattern Recognition for Neuroimaging Toolbox
- (2013) J. Schrouff et al. NEUROINFORMATICS
- The MCIC Collection: A Shared Repository of Multi-Modal, Multi-Site Brain Image Data from a Clinical Investigation of Schizophrenia
- (2013) Randy L. Gollub et al. NEUROINFORMATICS
- Alterations in Regional Homogeneity of Spontaneous Brain Activity in Late-Life Subthreshold Depression
- (2013) Zhenling Ma et al. PLoS One
- Disorder-Specific Predictive Classification of Adolescents with Attention Deficit Hyperactivity Disorder (ADHD) Relative to Autism Using Structural Magnetic Resonance Imaging
- (2013) Lena Lim et al. PLoS One
- Combining Classification with fMRI-Derived Complex Network Measures for Potential Neurodiagnostics
- (2013) Tomer Fekete et al. PLoS One
- Convergent and Divergent Functional Connectivity Patterns in Schizophrenia and Depression
- (2013) Yang Yu et al. PLoS One
- Extreme Learning Machine-Based Classification of ADHD Using Brain Structural MRI Data
- (2013) Xiaolong Peng et al. PLoS One
- Aberrant functional connectivity for diagnosis of major depressive disorder: A discriminant analysis
- (2013) Longlong Cao et al. PSYCHIATRY AND CLINICAL NEUROSCIENCES
- Identifying major depressive disorder using Hurst exponent of resting-state brain networks
- (2013) Maobin Wei et al. PSYCHIATRY RESEARCH-NEUROIMAGING
- Salience Network–Based Classification and Prediction of Symptom Severity in Children With Autism
- (2013) Lucina Q. Uddin et al. JAMA Psychiatry
- Classification of schizophrenia patients based on resting-state functional network connectivity
- (2013) Mohammad R. Arbabshirani et al. Frontiers in Neuroscience
- Pattern classification of valence in depression
- (2013) I. Habes et al. NeuroImage-Clinical
- Dissecting psychiatric spectrum disorders by generative embedding
- (2013) Kay H. Brodersen et al. NeuroImage-Clinical
- Pattern classification of brain activation during emotional processing in subclinical depression: psychosis proneness as potential confounding factor
- (2013) Gemma Modinos et al. PeerJ
- Clinical Utility of Machine-Learning Approaches in Schizophrenia: Improving Diagnostic Confidence for Translational Neuroimaging
- (2013) Sarina J. Iwabuchi et al. Frontiers in Psychiatry
- Probabilistic prediction of neurological disorders with a statistical assessment of neuroimaging data modalities
- (2012) M. Filippone et al. Annals of Applied Statistics
- Identify schizophrenia using resting-state functional connectivity: an exploratory research and analysis
- (2012) Yan Tang et al. Biomedical Engineering Online
- Data-driven subtypes of major depressive disorder: a systematic review
- (2012) Hanna M van Loo et al. BMC Medicine
- Multi-centre diagnostic classification of individual structural neuroimaging scans from patients with major depressive disorder
- (2012) Benson Mwangi et al. BRAIN
- Identifying major depression using whole-brain functional connectivity: a multivariate pattern analysis
- (2012) Ling-Li Zeng et al. BRAIN
- Tracking Whole-Brain Connectivity Dynamics in the Resting State
- (2012) Elena A. Allen et al. CEREBRAL CORTEX
- Automatic brain caudate nuclei segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder
- (2012) Laura Igual et al. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS
- Discriminating unipolar and bipolar depression by means of fMRI and pattern classification: a pilot study
- (2012) Dominik Grotegerd et al. EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE
- High Classification Accuracy for Schizophrenia with Rest and Task fMRI Data
- (2012) Wei Du et al. Frontiers in Human Neuroscience
- Key functional circuitry altered in schizophrenia involves parietal regions associated with sense of self
- (2012) Shuixia Guo et al. HUMAN BRAIN MAPPING
- Can a Single Brain Region Predict a Disorder?
- (2012) Jean Honorio et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- Inter-regional cortical thickness correlations are associated with autistic symptoms: A machine-learning approach
- (2012) João Ricardo Sato et al. JOURNAL OF PSYCHIATRIC RESEARCH
- Genome-wide supported variant MIR137 and severe negative symptoms predict membership of an impaired cognitive subtype of schizophrenia
- (2012) M J Green et al. MOLECULAR PSYCHIATRY
- fMRI pattern recognition in obsessive–compulsive disorder
- (2012) Martin Weygandt et al. NEUROIMAGE
- Classification of schizophrenia patients and healthy controls from structural MRI scans in two large independent samples
- (2012) Mireille Nieuwenhuis et al. NEUROIMAGE
- Three-way (N-way) fusion of brain imaging data based on mCCA+jICA and its application to discriminating schizophrenia
- (2012) Jing Sui et al. NEUROIMAGE
- Diffusion tensor imaging in attention deficit/hyperactivity disorder: A systematic review and meta-analysis
- (2012) Hanneke van Ewijk et al. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS
- 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
- Pattern Recognition and Functional Neuroimaging Help to Discriminate Healthy Adolescents at Risk for Mood Disorders from Low Risk Adolescents
- (2012) Janaina Mourão-Miranda et al. PLoS One
- Increased Cortical-Limbic Anatomical Network Connectivity in Major Depression Revealed by Diffusion Tensor Imaging
- (2012) Peng Fang et al. PLoS One
- Changes in Community Structure of Resting State Functional Connectivity in Unipolar Depression
- (2012) Anton Lord et al. PLoS One
- 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
- Anatomical Brain Images Alone Can Accurately Diagnose Chronic Neuropsychiatric Illnesses
- (2012) Ravi Bansal et al. PLoS One
- Extracting Multiscale Pattern Information of fMRI Based Functional Brain Connectivity with Application on Classification of Autism Spectrum Disorders
- (2012) Hui Wang et al. PLoS One
- Differential Deactivation during Mentalizing and Classification of Autism Based on Default Mode Network Connectivity
- (2012) Donna L. Murdaugh et al. PLoS One
- Distinct neuropsychological subgroups in typically developing youth inform heterogeneity in children with ADHD
- (2012) D. A. Fair et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Neuroanatomical pattern classification in a population-based sample of first-episode schizophrenia
- (2012) Marcus V. Zanetti et al. PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY
- Discrimination of female schizophrenia patients from healthy women using multiple structural brain measures obtained with voxel-based morphometry
- (2012) Miho Ota et al. PSYCHIATRY AND CLINICAL NEUROSCIENCES
- Automated classification of fMRI during cognitive control identifies more severely disorganized subjects with schizophrenia
- (2012) Jong H. Yoon et al. SCHIZOPHRENIA RESEARCH
- Whole brain resting state functional connectivity abnormalities in schizophrenia
- (2012) Archana Venkataraman et al. SCHIZOPHRENIA RESEARCH
- Using Multivariate Machine Learning Methods and Structural MRI to Classify Childhood Onset Schizophrenia and Healthy Controls
- (2012) Deanna Greenstein et al. Frontiers in Psychiatry
- Multivariate Searchlight Classification of Structural Magnetic Resonance Imaging in Children and Adolescents with Autism
- (2011) Lucina Q. Uddin et al. BIOLOGICAL PSYCHIATRY
- Pattern of neural responses to verbal fluency shows diagnostic specificity for schizophrenia and bipolar disorder
- (2011) Sergi G Costafreda et al. BMC Psychiatry
- Functional connectivity magnetic resonance imaging classification of autism
- (2011) Jeffrey S. Anderson et al. BRAIN
- Classification of schizophrenia using feature-based morphometry
- (2011) U. Castellani et al. JOURNAL OF NEURAL TRANSMISSION
- A review of multivariate methods for multimodal fusion of brain imaging data
- (2011) Jing Sui et al. JOURNAL OF NEUROSCIENCE METHODS
- Diffusion based abnormality markers of pathology: Toward learned diagnostic prediction of ASD
- (2011) Madhura Ingalhalikar et al. NEUROIMAGE
- Characterization of groups using composite kernels and multi-source fMRI analysis data: Application to schizophrenia
- (2011) Eduardo Castro et al. NEUROIMAGE
- Discriminant analysis of functional connectivity patterns on Grassmann manifold
- (2011) Yong Fan et al. NEUROIMAGE
- Patient classification as an outlier detection problem: An application of the One-Class Support Vector Machine
- (2011) Janaina Mourão-Miranda et al. NEUROIMAGE
- Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images
- (2011) Carlton Chu et al. NEUROIMAGE
- Altered resting state complexity in schizophrenia
- (2011) Danielle S. Bassett et al. NEUROIMAGE
- Female children with autism spectrum disorder: An insight from mass-univariate and pattern classification analyses
- (2011) Sara Calderoni et al. NEUROIMAGE
- Diagnostic neuroimaging across diseases
- (2011) Stefan Klöppel et al. NEUROIMAGE
- Neuropsychological Testing and Structural Magnetic Resonance Imaging as Diagnostic Biomarkers Early in the Course of Schizophrenia and Related Psychoses
- (2011) Elissaios Karageorgiou et al. NEUROINFORMATICS
- Classification of First-Episode Schizophrenia Patients and Healthy Subjects by Automated MRI Measures of Regional Brain Volume and Cortical Thickness
- (2011) Yoichiro Takayanagi et al. PLoS One
- Maximum-uncertainty linear discrimination analysis of first-episode schizophrenia subjects
- (2011) Tomas Kasparek et al. PSYCHIATRY RESEARCH-NEUROIMAGING
- Social Cognitive Impairments and Negative Symptoms in Schizophrenia: Are There Subtypes With Distinct Functional Correlates?
- (2011) M. D. Bell et al. SCHIZOPHRENIA BULLETIN
- Integrating Neurobiological Markers of Depression
- (2010) Tim Hahn et al. ARCHIVES OF GENERAL PSYCHIATRY
- A Hybrid Machine Learning Method for Fusing fMRI and Genetic Data: Combining both Improves Classification of Schizophrenia
- (2010) Honghui Yang et al. Frontiers in Human Neuroscience
- Diffusion tensor imaging reliably differentiates patients with schizophrenia from healthy volunteers
- (2010) Babak A. Ardekani et al. HUMAN BRAIN MAPPING
- Automatic Bayesian Classification of Healthy Controls, Bipolar Disorder, and Schizophrenia Using Intrinsic Connectivity Maps From fMRI Data
- (2010) J I Arribas et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Identifying Depressive Subtypes in a Large Cohort Study
- (2010) Femke Lamers et al. JOURNAL OF CLINICAL PSYCHIATRY
- Describing the Brain in Autism in Five Dimensions--Magnetic Resonance Imaging-Assisted Diagnosis of Autism Spectrum Disorder Using a Multiparameter Classification Approach
- (2010) C. Ecker et al. JOURNAL OF NEUROSCIENCE
- A method for evaluating dynamic functional network connectivity and task-modulation: application to schizophrenia
- (2010) Ünal Sakoğlu et al. MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE
- Estimating the age of healthy subjects from T1-weighted MRI scans using kernel methods: Exploring the influence of various parameters
- (2010) Katja Franke et al. NEUROIMAGE
- High-dimensional pattern regression using machine learning: From medical images to continuous clinical variables
- (2010) Ying Wang et al. NEUROIMAGE
- Machine learning classification with confidence: Application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression
- (2010) Ilia Nouretdinov et al. NEUROIMAGE
- Prognostic prediction of therapeutic response in depression using high-field MR imaging
- (2010) Qiyong Gong et al. NEUROIMAGE
- Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database
- (2010) Rémi Cuingnet et al. NEUROIMAGE
- Introduction to machine learning for brain imaging
- (2010) Steven Lemm et al. NEUROIMAGE
- Identification of Imaging Biomarkers in Schizophrenia: A Coefficient-constrained Independent Component Analysis of the Mind Multi-site Schizophrenia Study
- (2010) Dae Il Kim et al. NEUROINFORMATICS
- Toward discovery science of human brain function
- (2010) B. B. Biswal et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- 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 brain networks in schizophrenia: a review
- (2009) Vince D. Calhoun Frontiers in Human Neuroscience
- Feature-Based Fusion of Medical Imaging Data
- (2009) Vince D. Calhoun et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- A Survey on Transfer Learning
- (2009) Sinno Jialin Pan et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Disease state prediction from resting state functional connectivity
- (2009) R. Cameron Craddock et al. MAGNETIC RESONANCE IN MEDICINE
- An ICA-based method for the identification of optimal FMRI features and components using combined group-discriminative techniques
- (2009) Jing Sui et al. NEUROIMAGE
- Discriminative analysis of resting-state functional connectivity patterns of schizophrenia using low dimensional embedding of fMRI
- (2009) Hui Shen et al. NEUROIMAGE
- Investigating the predictive value of whole-brain structural MR scans in autism: A pattern classification approach
- (2009) Christine Ecker et al. NEUROIMAGE
- Predictive models of autism spectrum disorder based on brain regional cortical thickness
- (2009) Yun Jiao et al. NEUROIMAGE
- Time–frequency dynamics of resting-state brain connectivity measured with fMRI
- (2009) Catie Chang et al. NEUROIMAGE
- Automatic detection of preclinical neurodegeneration: Presymptomatic Huntington disease
- (2009) S. Kloppel et al. NEUROLOGY
- Prognostic and Diagnostic Potential of the Structural Neuroanatomy of Depression
- (2009) Sergi G. Costafreda et al. PLoS One
- Multivariate Pattern Analysis of Functional Magnetic Resonance Imaging Data Reveals Deficits in Distributed Representations in Schizophrenia
- (2008) Jong H. Yoon et al. BIOLOGICAL PSYCHIATRY
- A plea for confidence intervals and consideration of generalizability in diagnostic studies
- (2008) S. Kloppel et al. BRAIN
- A Review of Challenges in the Use of fMRI for Disease Classification / Characterization and A Projection Pursuit Application from A Multi-site fMRI Schizophrenia Study
- (2008) Oguz Demirci et al. Brain Imaging and Behavior
- Application of principal component analysis to distinguish patients with schizophrenia from healthy controls based on fractional anisotropy measurements
- (2008) A. Caprihan et al. NEUROIMAGE
- Multivariate and univariate neuroimaging biomarkers of Alzheimer's disease
- (2008) Christian Habeck et al. NEUROIMAGE
- Machine learning classifiers and fMRI: A tutorial overview
- (2008) Francisco Pereira et al. NEUROIMAGE
- Neuroanatomy of verbal working memory as a diagnostic biomarker for depression
- (2008) Andre F. Marquand et al. NEUROREPORT
- Tuning in to the Voices: A Multisite fMRI Study of Auditory Hallucinations
- (2008) J. M. Ford et al. SCHIZOPHRENIA BULLETIN
- Pattern Classification of Sad Facial Processing: Toward the Development of Neurobiological Markers in Depression
- (2007) Cynthia H.Y. Fu et al. BIOLOGICAL PSYCHIATRY
- Unaffected Family Members and Schizophrenia Patients Share Brain Structure Patterns: A High-Dimensional Pattern Classification Study
- (2007) Yong Fan et al. BIOLOGICAL PSYCHIATRY
- Temporal lobe and “default” hemodynamic brain modes discriminate between schizophrenia and bipolar disorder
- (2007) Vince D. Calhoun et al. HUMAN BRAIN MAPPING
- Combining fMRI and SNP data to investigate connections between brain function and genetics using parallel ICA
- (2007) Jingyu Liu et al. HUMAN BRAIN MAPPING
- Fisher discriminative analysis of resting-state brain function for attention-deficit/hyperactivity disorder
- (2007) Chao-Zhe Zhu et al. NEUROIMAGE
- A projection pursuit algorithm to classify individuals using fMRI data: Application to schizophrenia
- (2007) Oguz Demirci et al. NEUROIMAGE
- A method for functional network connectivity among spatially independent resting-state components in schizophrenia
- (2007) Madiha J. Jafri et al. NEUROIMAGE
- Interpreting scan data acquired from multiple scanners: A study with Alzheimer's disease
- (2007) Cynthia M. Stonnington et al. NEUROIMAGE
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