Building better biomarkers: brain models in translational neuroimaging (Q38946143)

http://europepmc.org/abstract/PMC/5988350

19 June 2018

title

Building better biomarkers: brain models in translational neuroimaging (English)

1 reference

http://europepmc.org/abstract/PMC/5988350

19 June 2018

0 references

0 references

0 references

1

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28230847%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

Luke J. Chang

2

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28230847%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

Luke Chang

3

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28230847%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

author name string

Martin A Lindquist

4

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28230847%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

Tor D Wager

5

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28230847%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

language of work or name

English

0 references

publication date

1 February 2017

1 reference

http://europepmc.org/abstract/PMC/5988350

19 June 2018

published in

Nature Neuroscience

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28230847%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

volume

20

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28230847%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

issue

3

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28230847%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

page(s)

365-377

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28230847%20AND%20SRC:MED&resulttype=core&format=json

Effect Size Estimation in Neuroimaging

13 June 2020

cites work

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22 June 2018

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The Anatomy of Suffering: Understanding the Relationship between Nociceptive and Empathic Pain

22 June 2018

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22 June 2018

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22 June 2018

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22 June 2018

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22 June 2018

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22 June 2018

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22 June 2018

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Baseline Striatal Functional Connectivity as a Predictor of Response to Antipsychotic Drug Treatment.

22 June 2018

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Impact of the Alzheimer's Disease Neuroimaging Initiative, 2004 to 2014

22 June 2018

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Machine learning algorithm accurately detects fMRI signature of vulnerability to major depression

22 June 2018

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A Primer on Pattern-Based Approaches to fMRI: Principles, Pitfalls, and Perspectives

22 June 2018

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Introduction to the Special Section: 20 Years of fMRI-What Has It Done for Understanding Cognition?

22 June 2018

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A Sensitive and Specific Neural Signature for Picture-Induced Negative Affect

22 June 2018

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Memory, executive, and multidomain subtle cognitive impairment: clinical and biomarker findings

22 June 2018

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22 June 2018

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22 June 2018

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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.

22 June 2018

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Neuroimaging-based biomarker discovery and validation

22 June 2018

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Optimizing Central Nervous System Drug Development Using Molecular Imaging

22 June 2018

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Different functional neural substrates for good and poor language outcome in autism

22 June 2018

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A Randomized Sham-Controlled Trial of Deep Brain Stimulation of the Ventral Capsule/Ventral Striatum for Chronic Treatment-Resistant Depression

22 June 2018

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22 June 2018

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Fully Connected Cascade Artificial Neural Network Architecture for Attention Deficit Hyperactivity Disorder Classification From Functional Magnetic Resonance Imaging Data.

22 June 2018

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Distinct brain systems mediate the effects of nociceptive input and self-regulation on pain

22 June 2018

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22 June 2018

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22 June 2018

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A disease-specific metabolic brain network associated with corticobasal degeneration

22 June 2018

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Translating genomics for precision cancer medicine

22 June 2018

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Predicting progression of Alzheimer's disease using ordinal regression

22 June 2018

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22 June 2018

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Robust features for the automatic identification of autism spectrum disorder in children.

22 June 2018

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Deep brain stimulation for treatment-resistant depression: systematic review of clinical outcomes

22 June 2018

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Decoding wakefulness levels from typical fMRI resting-state data reveals reliable drifts between wakefulness and sleep.

22 June 2018

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22 June 2018

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22 June 2018

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Reduced anterior temporal and hippocampal functional connectivity during face processing discriminates individuals with social anxiety disorder from healthy controls and panic disorder, and increases following treatment

22 June 2018

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22 June 2018

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Prevention of depression in at-risk adolescents: longer-term effects

22 June 2018

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22 June 2018

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22 June 2018

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Characterizing thalamo-cortical disturbances in schizophrenia and bipolar illness

22 June 2018

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22 June 2018

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Baseline and treatment-emergent EEG biomarkers of antidepressant medication response do not predict response to repetitive transcranial magnetic stimulation.

22 June 2018

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22 June 2018

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22 June 2018

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22 June 2018

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An fMRI-based neurologic signature of physical pain

22 June 2018

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22 June 2018

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22 June 2018

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Measurement and clinical effect of grey matter pathology in multiple sclerosis

22 June 2018

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The ADHD-200 Consortium: A Model to Advance the Translational Potential of Neuroimaging in Clinical Neuroscience

22 June 2018

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Automated diagnoses of attention deficit hyperactive disorder using magnetic resonance imaging.

22 June 2018

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Predicting treatment response in social anxiety disorder from functional magnetic resonance imaging

22 June 2018

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Basal ganglia dysfunction in OCD: subthalamic neuronal activity correlates with symptoms severity and predicts high-frequency stimulation efficacy

22 June 2018

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A stable pattern of EEG spectral coherence distinguishes children with autism from neuro-typical controls - a large case control study

22 June 2018

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Function biomedical informatics research network recommendations for prospective multicenter functional MRI studies

22 June 2018

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Ventromedial prefrontal-subcortical systems and the generation of affective meaning

22 June 2018

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Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: a critical review.

22 June 2018

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Prediction and prevention of psychosis in youth at clinical high risk

22 June 2018

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Neural circuits underlying the pathophysiology of mood disorders

22 June 2018

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Alzheimer's disease pattern of brain atrophy predicts cognitive decline in Parkinson's disease

22 June 2018

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A common, high-dimensional model of the representational space in human ventral temporal cortex

22 June 2018

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Reconstructing visual experiences from brain activity evoked by natural movies

22 June 2018

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Age correction in dementia--matching to a healthy brain

22 June 2018

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Generative embedding for model-based classification of fMRI data

22 June 2018

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Large-scale automated synthesis of human functional neuroimaging data

22 June 2018

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

22 June 2018

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Biomarkers for chronic pain and analgesia. Part 1: the need, reality, challenges, and solutions

22 June 2018

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Predicting individual differences in placebo analgesia: contributions of brain activity during anticipation and pain experience

22 June 2018

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Parkinson's disease tremor-related metabolic network: characterization, progression, and treatment effects

22 June 2018

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Encoding and decoding in fMRI

22 June 2018

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Partial Least Squares (PLS) methods for neuroimaging: a tutorial and review

22 June 2018

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Prediction of MCI to AD conversion, via MRI, CSF biomarkers, and pattern classification

22 June 2018

1 reference

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Differential diagnosis of parkinsonism: a metabolic imaging study using pattern analysis

22 June 2018

1 reference

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Decoding the large-scale structure of brain function by classifying mental States across individuals

22 June 2018

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How does an fMRI voxel sample the neuronal activity pattern: compact-kernel or complex spatiotemporal filter?

22 June 2018

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Metabolic brain networks in neurodegenerative disorders: a functional imaging approach

22 June 2018

1 reference

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Use of neuroanatomical pattern classification to identify subjects in at-risk mental states of psychosis and predict disease transition

22 June 2018

1 reference

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Longitudinal progression of Alzheimer's-like patterns of atrophy in normal older adults: the SPARE-AD index

22 June 2018

1 reference

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Visual image reconstruction from human brain activity using a combination of multiscale local image decoders

22 June 2018

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Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: results from ADNI.

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Antemortem MRI based STructural Abnormality iNDex (STAND)-scores correlate with postmortem Braak neurofibrillary tangle stage

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

What we can do and what we cannot do with fMRI

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Predicting human brain activity associated with the meanings of nouns

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Structural and functional biomarkers of prodromal Alzheimer's disease: a high-dimensional pattern classification study

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Identifying natural images from human brain activity

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Alzheimer's disease diagnosis in individual subjects using structural MR images: validation studies

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Temporal lobe and "default" hemodynamic brain modes discriminate between schizophrenia and bipolar disorder

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

The neural basis of loss aversion in decision-making under risk

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Metabolic brain networks associated with cognitive function in Parkinson's disease

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Biologically based computational models of high-level cognition

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Network modulation in the treatment of Parkinson's disease

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Idiopathic pain disorders--pathways of vulnerability.

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Information-based functional brain mapping

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Can cognitive processes be inferred from neuroimaging data?

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Decoding the visual and subjective contents of the human brain

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Loss of recent memory after bilateral hippocampal lesions

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Construct validity in psychological tests

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

22 June 2018

Dynamic causal modelling

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Distributed and overlapping representations of faces and objects in ventral temporal cortex

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Neuronal plasticity: increasing the gain in pain

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Reciprocal limbic-cortical function and negative mood: converging PET findings in depression and normal sadness

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Positron emission tomographic studies of aging and Alzheimer disease.

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Evaluation of a neural-network classifier for PET scans of normal and Alzheimer's disease subjects.

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Deep Neural Networks: A New Framework for Modeling Biological Vision and Brain Information Processing.

22 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

The search for imaging biomarkers in psychiatric disorders

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Different Brain Circuitries Mediating Controllable and Uncontrollable Pain.

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

The brain's functional network architecture reveals human motives

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Unsupervised learning based feature extraction for differential diagnosis of neurodegenerative diseases: A case study on early-stage diagnosis of Parkinson disease.

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Brain connectomics predict response to treatment in social anxiety disorder

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Medicine. Brain disorders? Precisely

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Predicting treatment response to cognitive behavioral therapy in panic disorder with agoraphobia by integrating local neural information.

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects.

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Resting state functional magnetic resonance imaging and neural network classified autism and control.

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

A functional MRI marker may predict the outcome of electroconvulsive therapy in severe and treatment-resistant depression

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

When optimism hurts: inflated predictions in psychiatric neuroimaging

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Abnormal rich club organization and functional brain dynamics in schizophrenia.

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Confounds in multivariate pattern analysis: Theory and rule representation case study

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Metabolic brain network in the Chinese patients with Parkinson's disease based on 18F-FDG PET imaging.

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Validation of parkinsonian disease-related metabolic brain patterns

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

The initial field trials of DSM-5: new blooms and old thorns.

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Why has it taken so long for biological psychiatry to develop clinical tests and what to do about it?

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Multi-scale classification of disease using structural MRI and wavelet transform

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Developing constructs for psychopathology research: research domain criteria.

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Abnormal metabolic networks in atypical parkinsonism

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Deep brain stimulation for chronic neuropathic pain: long-term outcome and the incidence of insertional effect

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

The neural correlates of anhedonia in major depressive disorder.

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Brain architecture management system

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Five-year follow-up of bilateral stimulation of the subthalamic nucleus in advanced Parkinson's disease

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

Pain perception threshold in major depression.

21 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5988350

The Elements of Statistical Learning

21 August 2018

1 reference

7 January 2021

Resting-state connectivity biomarkers define neurophysiological subtypes of depression

1 reference

7 January 2021

Real-time imaging of brain areas involved in the generation of spontaneous skin sympathetic nerve activity at rest.

1 reference

7 January 2021

Neural Networks and the Bias/Variance Dilemma

1 reference

7 January 2021

Identifiers

DOI

10.1038/NN.4478

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28230847%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

1 reference

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:28230847%20AND%20SRC:MED&resulttype=core&format=json

13 June 2020

PubMed publication ID

28230847

1 reference