Fetal brain age estimation and anomaly detection using attention-based deep ensembles with uncertainty

Generalization of diffusion magnetic resonance imaging–based brain age prediction model through transfer learning

(2020) Chang-Le Chen et al.   NEUROIMAGE

Quantifying uncertainty in brain-predicted age using scalar-on-image quantile regression

(2020) Marco Palma et al.   NEUROIMAGE

Bayesian QuickNAT: Model uncertainty in deep whole-brain segmentation for structure-wise quality control

(2019) Abhijit Guha Roy et al.   NEUROIMAGE

Attention Residual Learning for Skin Lesion Classification

(2019) Jianpeng Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2019) Tobias Kaufmann et al.   NATURE NEUROSCIENCE

A novel patch-based procedure for estimating brain age across adulthood

(2019) Iman Beheshti et al.   NEUROIMAGE

Estimation of brain age delta from brain imaging

(2019) Stephen M. Smith et al.   NEUROIMAGE

Brain age prediction using deep learning uncovers associated sequence variants

(2019) B. A. Jonsson et al.   Nature Communications

Brain age and other bodily ‘ages’: implications for neuropsychiatry

(2018) James H. Cole et al.   MOLECULAR PSYCHIATRY

Gaussian process uncertainty in age estimation as a measure of brain abnormality

(2018) Benjamin Gutierrez Becker et al.   NEUROIMAGE

Sulcal pits and patterns in developing human brains

(2018) Kiho Im et al.   NEUROIMAGE

Use of Fetal Magnetic Resonance Image Analysis and Machine Learning to Predict the Need for Postnatal Cerebrospinal Fluid Diversion in Fetal Ventriculomegaly

(2018) Jared M. Pisapia et al.   JAMA Pediatrics

3D regression neural network for the quantification of enlarged perivascular spaces in brain MRI

(2018) Florian Dubost et al.   MEDICAL IMAGE ANALYSIS

A Nonlinear Simulation Framework Supports Adjusting for Age When Analyzing BrainAGE

(2018) Trang T. Le et al.   Frontiers in Aging Neuroscience

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Use of MRI in the diagnosis of fetal brain abnormalities in utero (MERIDIAN): a multicentre, prospective cohort study

(2017) Paul D Griffiths et al.   LANCET

Predicting brain-age from multimodal imaging data captures cognitive impairment

(2017) Franziskus Liem et al.   NEUROIMAGE

Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker

(2017) James H. Cole et al.   NEUROIMAGE

Predicting Age Using Neuroimaging: Innovative Brain Ageing Biomarkers

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

Leveraging uncertainty information from deep neural networks for disease detection

(2017) Christian Leibig et al.   Scientific Reports

Accelerated Brain Aging in Schizophrenia: A Longitudinal Pattern Recognition Study

(2016) Hugo G. Schnack et al.   AMERICAN JOURNAL OF PSYCHIATRY

Assessment of MRI-Based Automated Fetal Cerebral Cortical Folding Measures in Prediction of Gestational Age in the Third Trimester

(2015) J. Wu et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Prediction of brain age suggests accelerated atrophy after traumatic brain injury

(2015) James H. Cole et al.   ANNALS OF NEUROLOGY

Additional value of fetal magnetic resonance imaging in the prenatal diagnosis of central nervous system anomalies: a systematic review of the literature

(2014) A. C. Rossi et al.   ULTRASOUND IN OBSTETRICS & GYNECOLOGY

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

Brain maturation: Predicting individual BrainAGE in children and adolescents using structural MRI

(2012) Katja Franke et al.   NEUROIMAGE

Malformations of Cortical Development: Diagnostic Accuracy of Fetal MR Imaging

(2012) Orit A. Glenn et al.   RADIOLOGY

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

Intersection Based Motion Correction of Multislice MRI for 3-D in Utero Fetal Brain Image Formation

(2009) K. Kim et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING