相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。Accurate brain age prediction with lightweight deep neural networks
Han Peng et al.
MEDICAL IMAGE ANALYSIS (2021)
Classifyber, a robust streamline-based linear classifier for white matter bundle segmentation
Giulia Berto et al.
NEUROIMAGE (2021)
Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics
Tong He et al.
NEUROIMAGE (2020)
Classifying Autism Spectrum Disorder Using the Temporal Statistics of Resting-State Functional MRI Data With 3D Convolutional Neural Networks
Rajat Mani Thomas et al.
FRONTIERS IN PSYCHIATRY (2020)
Deep residual learning for neuroimaging: An application to predict progression to Alzheimer's disease
Anees Abrol et al.
JOURNAL OF NEUROSCIENCE METHODS (2020)
Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets
Marc-Andre Schulz et al.
NATURE COMMUNICATIONS (2020)
Novel findings from 2,838 Adult Brains on Sex Differences in Gray Matter Brain Volume
Martin Lotze et al.
SCIENTIFIC REPORTS (2019)
Reconciling modern machine-learning practice and the classical bias-variance trade-off
Mikhail Belkin et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2019)
Does computer vision matter for action?
Brady Zhou et al.
SCIENCE ROBOTICS (2019)
Sexual Dimorphism Within Brain Regions Controlling Speech Production
Laura de Lima Xavier et al.
FRONTIERS IN NEUROSCIENCE (2019)
Quantifying performance of machine learning methods for neuroimaging data
Lee Jollans et al.
NEUROIMAGE (2019)
Machine learning in neuroimaging: Progress and challenges
Christos Davatzikos
NEUROIMAGE (2019)
Classification and Visualization of Alzheimer's Disease using Volumetric Convolutional Neural Network and Transfer Learning
Kanghan Oh et al.
SCIENTIFIC REPORTS (2019)
Brain age predicts mortality
J. H. Cole et al.
MOLECULAR PSYCHIATRY (2018)
An epigenetic biomarker of aging for lifespan and healthspan
Morgan E. Levine et al.
AGING-US (2018)
The Dangers of Following Trends in Research: Sparsity and Other Examples of Hammers in Search of Nails
Tuelay Adali et al.
PROCEEDINGS OF THE IEEE (2018)
Machine Learning in Medical Imaging
Maryellen L. Giger
JOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY (2018)
Deep Learning-A Technology With the Potential to Transform Health Care
Geoffrey Hinton
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2018)
Fine-Grain Segmentation of the Intervertebral Discs from MR Spine Images Using Deep Convolutional Neural Networks: BSU-Net
Sewon Kim et al.
APPLIED SCIENCES-BASEL (2018)
Deep Learning for Brain MRI Segmentation: State of the Art and Future Directions
Zeynettin Akkus et al.
JOURNAL OF DIGITAL IMAGING (2017)
A survey on deep learning in medical image analysis
Geert Litjens et al.
MEDICAL IMAGE ANALYSIS (2017)
Building better biomarkers: brain models in translational neuroimaging
Choong-Wan Woo et al.
NATURE NEUROSCIENCE (2017)
Predicting brain-age from multimodal imaging data captures cognitive impairment
Franziskus Liem et al.
NEUROIMAGE (2017)
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker
James H. Cole et al.
NEUROIMAGE (2017)
Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls
Mohammad R. Arbabshirani et al.
NEUROIMAGE (2017)
Using deep learning to investigate the neuroimaging correlates of psychiatric and neurological disorders: Methods and applications
Sandra Vieira et al.
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS (2017)
Predicting Age Using Neuroimaging: Innovative Brain Ageing Biomarkers
James H. Cole et al.
TRENDS IN NEUROSCIENCES (2017)
ImageNet Classification with Deep Convolutional Neural Networks
Alex Krizhevsky et al.
COMMUNICATIONS OF THE ACM (2017)
DNA methylation-based measures of biological age: meta-analysis predicting time to death
Brian H. Chen et al.
AGING-US (2016)
Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique
Hayit Greenspan et al.
IEEE TRANSACTIONS ON MEDICAL IMAGING (2016)
Sex differences in Alzheimer's disease and other dementias
Carolyn M. Mazure et al.
LANCET NEUROLOGY (2016)
Multimodal population brain imaging in the UK Biobank prospective epidemiological study
Karla L. Miller et al.
NATURE NEUROSCIENCE (2016)
Obesity associated with increased brain age from midlife
Lisa Ronan et al.
NEUROBIOLOGY OF AGING (2016)
Anatomic Correlation of the Mini-Mental State Examination: A Voxel-Based Morphometric Study in Older Adults
Mickael Dinomais et al.
PLOS ONE (2016)
Cognitive Aging and the Hippocampus in Older Adults
Andrew O'Shea et al.
Frontiers in Aging Neuroscience (2016)
COINSTAC: A Privacy Enabled Model and Prototype for Leveraging and Processing Decentralized Brain Imaging Data
Sergey M. Plis et al.
FRONTIERS IN NEUROSCIENCE (2016)
Quantification of biological aging in young adults
Daniel W. Belsky et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2015)
The role of machine learning in neuroimaging for drug discovery and development
Orla M. Doyle et al.
PSYCHOPHARMACOLOGY (2015)
The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data
Paul M. Thompson et al.
BRAIN IMAGING AND BEHAVIOR (2014)
A meta-analysis of sex differences in human brain structure
Amber N. V. Ruigrok et al.
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS (2014)
Accelerated Brain Aging in Schizophrenia and Beyond: A Neuroanatomical Marker of Psychiatric Disorders
Nikolaos Koutsouleris et al.
SCHIZOPHRENIA BULLETIN (2014)
Deep learning for neuroimaging: a validation study
Sergey M. Plis et al.
FRONTIERS IN NEUROSCIENCE (2014)
The orbitofrontal cortex is involved in emotional enhancement of memory: evidence from the dementias
Fiona Kumfor et al.
BRAIN (2013)
Representation Learning: A Review and New Perspectives
Yoshua Bengio et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)
Critical ages in the life course of the adult brain: nonlinear subcortical aging
Anders M. Fjell et al.
NEUROBIOLOGY OF AGING (2013)
Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: A critical review
Graziella Orru et al.
NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS (2012)
The Alzheimer’s Disease Neuroimaging Initiative: A review of papers published since its inception
Michael W. Weiner et al.
Alzheimers & Dementia (2011)
Integrating neural networks and logistic regression to underpin hyper-heuristic search
Jingpeng Li et al.
KNOWLEDGE-BASED SYSTEMS (2011)
Correlations among Brain Gray Matter Volumes, Age, Gender, and Hemisphere in Healthy Individuals
Yasuyuki Taki et al.
PLOS ONE (2011)
Machine Learning in Medical Imaging
Miles N. Wernick et al.
IEEE SIGNAL PROCESSING MAGAZINE (2010)
The clinical use of structural MRI in Alzheimer disease
Giovanni B. Frisoni et al.
NATURE REVIEWS NEUROLOGY (2010)
Estimating the age of healthy subjects from T1-weighted MRI scans using kernel methods: Exploring the influence of various parameters
Katja Franke et al.
NEUROIMAGE (2010)
Regional rates of neocortical atrophy from normal aging to early Alzheimer disease
C. R. McDonald et al.
NEUROLOGY (2009)
Sex differences in brain structure in auditory and cingulate regions
Caroline C. Brun et al.
NEUROREPORT (2009)
Aging in the CNS: Comparison of gray/white matter volume and diffusion tensor data
Osamu Abe et al.
NEUROBIOLOGY OF AGING (2008)
MRI patterns of atrophy associated with progression to AD in amnestic mild cognitive impairment
J. L. Whitwell et al.
NEUROLOGY (2008)
Evolving knowledge of sex differences in brain structure, function, and chemistry
Kelly P. Cosgrove et al.
BIOLOGICAL PSYCHIATRY (2007)
Learning multiple a layers of representation
Geoffrey E. Hinton
TRENDS IN COGNITIVE SCIENCES (2007)
Sex differences in regional gray matter in healthy individuals aged 44-48 years: A voxel-based morphometric study
Xiaohua Chen et al.
NEUROIMAGE (2007)
Training a support vector machine in the primal
Olivier Chapelle
NEURAL COMPUTATION (2007)
Regional network of magnetic resonance imaging gray matter volume in healthy aging
Gene E. Alexander et al.
NEUROREPORT (2006)
Gender effects on cortical thickness and the influence of scaling
E Luders et al.
HUMAN BRAIN MAPPING (2006)
Why sex matters for neuroscience
Larry Cahill
NATURE REVIEWS NEUROSCIENCE (2006)
A two-stage linear discriminant analysis via QR-decomposition
JP Ye et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2005)
Voxel-based morphometry of human brain with age and cerebrovascular risk factors
Y Taki et al.
NEUROBIOLOGY OF AGING (2004)
Thinning of the cerebral cortex in aging
DH Salat et al.
CEREBRAL CORTEX (2004)
A longitudinal study of brain volume changes in normal aging using serial registered magnetic resonance imaging
RI Scahill et al.
ARCHIVES OF NEUROLOGY (2003)
Sex differences in the risk of schizophrenia - Evidence from meta-analysis
A Aleman et al.
ARCHIVES OF GENERAL PSYCHIATRY (2003)
An elementary proof of a theorem of Johnson and Lindenstrauss
S Dasgupta et al.
RANDOM STRUCTURES & ALGORITHMS (2003)
Using sex differences in psychopathology to study causal mechanisms: unifying issues and research strategies
M Rutter et al.
JOURNAL OF CHILD PSYCHOLOGY AND PSYCHIATRY (2003)
Mapping the evolution of regional atrophy in Alzheimer's disease: Unbiased analysis of fluid-registered serial MRI
RI Scahill et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2002)
Anatomical variability of the anterior cingulate gyrus and basic dimensions of human personality
J Pujol et al.
NEUROIMAGE (2002)
Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain
N Tzourio-Mazoyer et al.
NEUROIMAGE (2002)
Gene selection for cancer classification using support vector machines
I Guyon et al.
MACHINE LEARNING (2002)
Selective preservation and degeneration within the prefrontal cortex in aging and Alzheimer disease
DH Salat et al.
ARCHIVES OF NEUROLOGY (2001)
Orbitofrontal cortex pathology in Alzheimer's disease
GW Van Hoesen et al.
CEREBRAL CORTEX (2000)
分享论文
