Optimal Method for Fetal Brain Age Prediction Using Multiplanar Slices From Structural Magnetic Resonance Imaging

Longitudinal Assessment of Multiple Sclerosis with the Brain‐Age Paradigm

(2020) James H. Cole PhD et al.   ANNALS OF NEUROLOGY

Temporal Patterns of Emergence and Spatial Distribution of Sulcal Pits During Fetal Life

(2020) Hyuk Jin Yun et al.   CEREBRAL CORTEX

Imaging local genetic influences on cortical folding

(2020) Aaron F. Alexander-Bloch et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Association of Isolated Congenital Heart Disease with Fetal Brain Maturation

(2020) C. Jaimes et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

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

Regional brain growth trajectories in fetuses with congenital heart disease

(2020) Caitlin K. Rollins MD SM et al.   ANNALS OF NEUROLOGY

Regional Alterations in Cortical Sulcal Depth in Living Fetuses with Down Syndrome

(2020) Hyuk Jin Yun et al.   CEREBRAL CORTEX

Deformable Slice-to-Volume Registration for Motion Correction of Fetal Body and Placenta MRI

(2020) Alena Uus et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2020) Wen Shi et al.   NEUROIMAGE

Fetal Cortical Plate Segmentation Using Fully Convolutional Networks With Multiple Plane Aggregation

(2020) Jinwoo Hong et al.   Frontiers in Neuroscience

Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks

(2019) Guotai Wang et al.   NEUROCOMPUTING

Quantitative MRI Analyses of Regional Brain Growth in Living Fetuses with Down Syndrome

(2019) Tomo Tarui et al.   CEREBRAL CORTEX

Deep learning approaches using 2D and 3D convolutional neural networks for generating male pelvic synthetic computed tomography from magnetic resonance imaging

(2019) Jie Fu et al.   MEDICAL PHYSICS

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

Anatomical context improves deep learning on the brain age estimation task

(2019) Camilo Bermudez et al.   MAGNETIC RESONANCE IMAGING

An automated framework for localization, segmentation and super-resolution reconstruction of fetal brain MRI

(2019) Michael Ebner et al.   NEUROIMAGE

Brain age prediction using deep learning uncovers associated sequence variants

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

Classification and Visualization of Alzheimer’s Disease using Volumetric Convolutional Neural Network and Transfer Learning

(2019) Kanghan Oh et al.   Scientific Reports

Predicting age from cortical structure across the lifespan

(2018) Christopher R. Madan et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features

(2018) Kaisar Kushibar et al.   MEDICAL IMAGE ANALYSIS

A deep 3D residual CNN for false-positive reduction in pulmonary nodule detection

(2018) Hongsheng Jin et al.   MEDICAL PHYSICS

DeepNAT: Deep convolutional neural network for segmenting neuroanatomy

(2018) Christian Wachinger et al.   NEUROIMAGE

Biological Brain Age Prediction Using Cortical Thickness Data: A Large Scale Cohort Study

(2018) Habtamu M. Aycheh et al.   Frontiers in Aging Neuroscience

QuickNAT: A fully convolutional network for quick and accurate segmentation of neuroanatomy

(2018) Abhijit Guha Roy et al.   NEUROIMAGE

Structural brain changes in medically refractory focal epilepsy resemble premature brain aging

(2017) Heath R. Pardoe et al.   EPILEPSY RESEARCH

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

(2017) Konstantinos Kamnitsas et al.   MEDICAL IMAGE ANALYSIS

Brain-predicted age in Down syndrome is associated with beta amyloid deposition and cognitive decline

(2017) James H. Cole et al.   NEUROBIOLOGY OF AGING

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

Accelerated Brain Aging in Schizophrenia: A Longitudinal Pattern Recognition Study

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

Complex Trajectories of Brain Development in the Healthy Human Fetus

(2016) Nickie N. Andescavage et al.   CEREBRAL CORTEX

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

Racial/ethnic standards for fetal growth: the NICHD Fetal Growth Studies

(2015) Germaine M. Buck Louis et al.   AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY

Prediction of brain age suggests accelerated atrophy after traumatic brain injury

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

Are Developmental Trajectories of Cortical Folding Comparable Between Cross-sectional Datasets of Fetuses and Preterm Newborns?

(2015) Julien Lefèvre et al.   CEREBRAL CORTEX

Do We Need More Training Data?

(2015) Xiangxin Zhu et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Learning-based prediction of gestational age from ultrasound images of the fetal brain

(2015) Ana I.L. Namburete et al.   MEDICAL IMAGE ANALYSIS

Deep convolutional neural networks for multi-modality isointense infant brain image segmentation

(2015) Wenlu Zhang et al.   NEUROIMAGE

Fetal Growth, Cognitive Function, and Brain Volumes in Childhood and Adolescence

(2015) Tormod Rogne et al.   OBSTETRICS AND GYNECOLOGY

Determinants of number-specific recall error of last menstrual period: a retrospective cohort study

(2014) RHF van Oppenraaij et al.   BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY

Automatic quantification of normal cortical folding patterns from fetal brain MRI

(2014) R. Wright et al.   NEUROIMAGE

Cortical Overgrowth in Fetuses With Isolated Ventriculomegaly

(2013) V. Kyriakopoulou et al.   CEREBRAL CORTEX

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

(2013) Christian Gaser et al.   PLoS One

Accelerated Brain Aging in Schizophrenia and Beyond: A Neuroanatomical Marker of Psychiatric Disorders

(2013) N. Koutsouleris et al.   SCHIZOPHRENIA BULLETIN

Systematic review of methodology used in ultrasound studies aimed at creating charts of fetal size

(2012) C Ioannou et al.   BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY

Shape and curvedness analysis of brain morphology using human fetal magnetic resonance images in utero

(2012) Hui-Hsin Hu et al.   Brain Structure & Function

Volumetric and surface-based 3D MRI analyses of fetal isolated mild ventriculomegaly

(2012) Julia A. Scott et al.   Brain Structure & Function

Aging, Rejuvenation, and Epigenetic Reprogramming: Resetting the Aging Clock

(2012) Thomas A. Rando et al.   CELL

Delayed Cortical Development in Fetuses with Complex Congenital Heart Disease

(2012) C. Clouchoux et al.   CEREBRAL CORTEX

BTK: An open-source toolkit for fetal brain MR image processing

(2012) François Rousseau et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Reconstruction of fetal brain MRI with intensity matching and complete outlier removal

(2012) Maria Kuklisova-Murgasova et al.   MEDICAL IMAGE ANALYSIS

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

(2012) Katja Franke et al.   NEUROIMAGE

Normative fetal brain growth by quantitative in vivo magnetic resonance imaging

(2011) Cedric Clouchoux et al.   AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY

Local Tissue Growth Patterns Underlying Normal Fetal Human Brain Gyrification Quantified In Utero

(2011) V. Rajagopalan et al.   JOURNAL OF NEUROSCIENCE

Robust Super-Resolution Volume Reconstruction From Slice Acquisitions: Application to Fetal Brain MRI

(2010) A Gholipour et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

N4ITK: Improved N3 Bias Correction

(2010) Nicholas J Tustison et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Dating and growth in the first trimester

(2009) Cecilia Bottomley et al.   BEST PRACTICE & RESEARCH CLINICAL OBSTETRICS & GYNAECOLOGY

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

Anatomical Characterization of Human Fetal Brain Development with Diffusion Tensor Magnetic Resonance Imaging

(2009) H. Huang et al.   JOURNAL OF NEUROSCIENCE

Genetic and environmental influences on the size of specific brain regions in midlife: The VETSA MRI study

(2009) William S. Kremen et al.   NEUROIMAGE