Multimodal imaging improves brain age prediction and reveals distinct abnormalities in patients with psychiatric and neurological disorders

Brain aging comprises many modes of structural and functional change with distinct genetic and biophysical associations

(2020) Stephen M Smith et al.   eLife

Combining magnetoencephalography with magnetic resonance imaging enhances learning of surrogate-biomarkers

(2020) Denis Alexander Engemann et al.   eLife

MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide

(2020) Vishnu M Bashyam et al.   BRAIN

Multimodality neuroimaging brain-age in UK biobank: relationship to biomedical, lifestyle, and cognitive factors

(2020) James H. Cole   NEUROBIOLOGY OF AGING

Brain age prediction reveals aberrant brain white matter in schizophrenia and bipolar disorder: A multi-sample diffusion tensor imaging study

(2020) Siren Tønnesen et al.   Biological Psychiatry-Cognitive Neuroscience and Neuroimaging

White matter microstructure across the adult lifespan: A mixed longitudinal and cross-sectional study using advanced diffusion models and brain-age prediction

(2020) Dani Beck et al.   NEUROIMAGE

Investigating systematic bias in brain age estimation with application to post‐traumatic stress disorders

(2019) Hualou Liang et al.   HUMAN BRAIN MAPPING

Gray matter T1‐w/T2‐w ratios are higher in Alzheimer's disease

(2019) Wiesje Pelkmans et al.   HUMAN BRAIN MAPPING

Common brain disorders are associated with heritable patterns of apparent aging of the brain

(2019) Tobias Kaufmann et al.   NATURE NEUROSCIENCE

Gray Matter Age Prediction as a Biomarker for Risk of Dementia

(2019) Johnny Wang et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Application of T1-/T2-Weighted Ratio Mapping to Elucidate Intracortical Demyelination Process in the Alzheimer’s Disease Continuum

(2019) Xiao Luo et al.   Frontiers in Neuroscience

Improved prediction of brain age using multimodal neuroimaging data

(2019) Xin Niu et al.   HUMAN BRAIN MAPPING

Brain-age in midlife is associated with accelerated biological aging and cognitive decline in a longitudinal birth cohort

(2019) Maxwell L. Elliott et al.   MOLECULAR PSYCHIATRY

Genomic Dissection of Bipolar Disorder and Schizophrenia, Including 28 Subphenotypes

(2018) Douglas M. Ruderfer et al.   CELL

Increased resting perfusion of the hippocampus in high positive schizotypy: A pseudocontinuous arterial spin labeling study

(2018) Gemma Modinos et al.   HUMAN BRAIN MAPPING

Transcriptomic characterization of MRI contrast with focus on the T1-w/T2-w ratio in the cerebral cortex

(2018) Jacob Ritchie et al.   NEUROIMAGE

Alzheimer Disease and Mild Cognitive Impairment: Integrated Pulsed Arterial Spin-Labeling MRI and 18F-FDG PET

(2018) Isabelle Riederer et al.   RADIOLOGY

Genetic variation in 117 myelination-related genes in schizophrenia: Replication of association to lipid biosynthesis genes

(2018) Tomasz Stokowy et al.   Scientific Reports

The association between “Brain-Age Score” (BAS) and traditional neuropsychological screening tools in Alzheimer's disease

(2018) Iman Beheshti et al.   Brain and Behavior

Cerebral blood flow in bipolar disorder: A systematic review

(2018) Simina Toma et al.   JOURNAL OF AFFECTIVE DISORDERS

Using structural MRI to identify bipolar disorders – 13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group

(2018) Abraham Nunes et al.   MOLECULAR PSYCHIATRY

Relationship between Autistic Spectrum Trait and Regional Cerebral Blood Flow in Healthy Male Subjects

(2018) Miho Ota et al.   Psychiatry Investigation

Myelin Measurement: Comparison Between Simultaneous Tissue Relaxometry, Magnetization Transfer Saturation Index, and T1w/T2w Ratio Methods

(2018) Akifumi Hagiwara et al.   Scientific Reports

Probing Brain Developmental Patterns of Myelination and Associations With Psychopathology in Youths UsingGray/White Matter Contrast

(2018) Linn B. Norbom et al.   BIOLOGICAL PSYCHIATRY

Waves of Maturation and Senescence in Micro-structural MRI Markers of Human Cortical Myelination over the Lifespan

(2018) Håkon Grydeland et al.   CEREBRAL CORTEX

Assessing distinct patterns of cognitive aging using tissue-specific brain age prediction based on diffusion tensor imaging and brain morphometry

(2018) Geneviève Richard et al.   PeerJ

Inferring pathobiology from structural MRI in schizophrenia and bipolar disorder: Modeling head motion and neuroanatomical specificity

(2017) Nailin Yao et al.   HUMAN BRAIN MAPPING

Cortical abnormalities in bipolar disorder: an MRI analysis of 6503 individuals from the ENIGMA Bipolar Disorder Working Group

(2017) D P Hibar et al.   MOLECULAR PSYCHIATRY

Predicting brain-age from multimodal imaging data captures cognitive impairment

(2017) Franziskus Liem et al.   NEUROIMAGE

Cerebral blood flow measured by arterial spin labeling MRI at resting state in normal aging and Alzheimer’s disease

(2017) Nan Zhang et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

MRIQC: Advancing the automatic prediction of image quality in MRI from unseen sites

(2017) Oscar Esteban et al.   PLoS One

Elucidating the aberrant brain regions in bipolar disorder using T1-weighted/T2-weighted magnetic resonance ratio images

(2017) Takuya Ishida et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

OUP accepted manuscript

(2017)   SCHIZOPHRENIA BULLETIN

Specific cerebral perfusion patterns in three schizophrenia symptom dimensions

(2017) Katharina Stegmayer et al.   SCHIZOPHRENIA RESEARCH

Predicting Age Using Neuroimaging: Innovative Brain Ageing Biomarkers

(2017) James H. Cole et al.   TRENDS IN NEUROSCIENCES

Subcortical volumetric abnormalities in bipolar disorder

(2016) D P Hibar et al.   MOLECULAR PSYCHIATRY

A multi-modal parcellation of human cerebral cortex

(2016) Matthew F. Glasser et al.   NATURE

Arterial Spin Labeling Perfusion of the Brain: Emerging Clinical Applications

(2016) Sven Haller et al.   RADIOLOGY

Importance of Multimodal MRI in Characterizing Brain Tissue and Its Potential Application for Individual Age Prediction

(2016) Andrea Cherubini et al.   IEEE Journal of Biomedical and Health Informatics

Mapping pathological changes in brain structure by combining T1- and T2-weighted MR imaging data

(2015) Marco Ganzetti et al.   NEURORADIOLOGY

Development and aging of cortical thickness correspond to genetic organization patterns

(2015) Anders M. Fjell et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Use of T1-weighted/T2-weighted magnetic resonance ratio images to elucidate changes in the schizophrenic brain

(2015) Jun Iwatani et al.   Brain and Behavior

Differential Longitudinal Changes in Cortical Thickness, Surface Area and Volume across the Adult Life Span: Regions of Accelerating and Decelerating Change

(2014) A. B. Storsve et al.   JOURNAL OF NEUROSCIENCE

Intracortical Myelin Links with Performance Variability across the Human Lifespan: Results from T1- and T2-Weighted MRI Myelin Mapping and Diffusion Tensor Imaging

(2013) H. Grydeland et al.   JOURNAL OF NEUROSCIENCE

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

BrainAGE in Mild Cognitive Impaired Patients: Predicting the Conversion to Alzheimer’s Disease

(2013) Christian Gaser et al.   PLoS One

Neuroanatomical Assessment of Biological Maturity

(2012) Timothy T. Brown et al.   CURRENT BIOLOGY

Regional specificity of sex effects on subcortical volumes across the lifespan in healthy aging

(2012) Wenjing Li et al.   HUMAN BRAIN MAPPING

FreeSurfer

(2012) Bruce Fischl   NEUROIMAGE

Partial volume correction of multiple inversion time arterial spin labeling MRI data

(2011) M. A. Chappell et al.   MAGNETIC RESONANCE IN MEDICINE

FSL

(2011) Mark Jenkinson et al.   NEUROIMAGE

Resting quantitative cerebral blood flow in schizophrenia measured by pulsed arterial spin labeling perfusion MRI

(2011) Amy Pinkham et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Differentiating maturational and aging-related changes of the cerebral cortex by use of thickness and signal intensity

(2010) Lars T. Westlye et al.   NEUROIMAGE

Life-Span Changes of the Human Brain White Matter: Diffusion Tensor Imaging (DTI) and Volumetry

(2009) L. T. Westlye et al.   CEREBRAL CORTEX

Hypothetical model of dynamic biomarkers of the Alzheimer's pathological cascade

(2009) Clifford R Jack et al.   LANCET NEUROLOGY

Alzheimer's disease as homeostatic responses to age-related myelin breakdown

(2009) George Bartzokis   NEUROBIOLOGY OF AGING

Variational Bayesian Inference for a Nonlinear Forward Model

(2008) M.A. Chappell et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Combined spatial and non-spatial prior for inference on MRI time-series

(2008) Adrian R. Groves et al.   NEUROIMAGE