A predictive framework based on brain volume trajectories enabling early detection of Alzheimer's disease

Cognitive and MRI trajectories for prediction of Alzheimer’s disease

(2021) Samaneh A. Mofrad et al.   Scientific Reports

The Relationship Between White Matter Microstructure and General Cognitive Ability in Patients With Schizophrenia and Healthy Participants in the ENIGMA Consortium

(2020) Laurena Holleran et al.   AMERICAN JOURNAL OF PSYCHIATRY

Cerebrospinal fluid p-tau217 performs better than p-tau181 as a biomarker of Alzheimer’s disease

(2020) Shorena Janelidze et al.   Nature Communications

Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation

(2020) Junhao Wen et al.   MEDICAL IMAGE ANALYSIS

Prediction of 7‐year's conversion from subjective cognitive decline to mild cognitive impairment

(2020) Ling Yue et al.   HUMAN BRAIN MAPPING

ApoE4: an emerging therapeutic target for Alzheimer’s disease

(2019) Mirna Safieh et al.   BMC Medicine

RNN-based longitudinal analysis for diagnosis of Alzheimer’s disease

(2019) Ruoxuan Cui et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Lateral ventricle volume trajectories predict response inhibition in older age—A longitudinal brain imaging and machine learning approach

(2019) Astri J. Lundervold et al.   PLoS One

Successful Memory Aging

(2018) Lars Nyberg et al.   Annual Review of Psychology

Predicting progression from normal cognition to mild cognitive impairment for individuals at 5 years

(2018) Marilyn Albert et al.   BRAIN

A brief introduction to mixed effects modelling and multi-model inference in ecology

(2018) Xavier A. Harrison et al.   PeerJ

Multivariate Data Analysis and Machine Learning in Alzheimer's Disease with a Focus on Structural Magnetic Resonance Imaging

(2018) Farshad Falahati et al.   JOURNAL OF ALZHEIMERS DISEASE

Mixed Effect Machine Learning: a framework for predicting longitudinal change in hemoglobin A1c

(2018) Che Ngufor et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Magnetic resonance imaging in Alzheimer’s disease and mild cognitive impairment

(2018) Avinash Chandra et al.   JOURNAL OF NEUROLOGY

An overview of deep learning in medical imaging focusing on MRI

(2018) Alexander Selvikvåg Lundervold et al.   Zeitschrift fur Medizinische Physik

Longitudinal brain structure and cognitive changes over 8 years in an East Asian cohort

(2017) Ruth L.F. Leong et al.   NEUROIMAGE

Predicting Age Using Neuroimaging: Innovative Brain Ageing Biomarkers

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

Dissociable diffusion MRI patterns of white matter microstructure and connectivity in Alzheimer’s disease spectrum

(2017) Nhat Trung Doan et al.   Scientific Reports

Longitudinal Analysis for Disease Progression via Simultaneous Multi-Relational Temporal-Fused Learning

(2017) Baiying Lei et al.   Frontiers in Aging Neuroscience

Application of calibrated fMRI in Alzheimer's disease

(2017) Isabelle Lajoie et al.   NeuroImage-Clinical

Early Prediction of Alzheimer’s Disease Using Null Longitudinal Model-Based Classifiers

(2017) Giovana Gavidia-Bovadilla et al.   PLoS One

Phase 3 solanezumab trials: Secondary outcomes in mild Alzheimer's disease patients

(2016) Eric R. Siemers et al.   Alzheimers & Dementia

Effects of change in FreeSurfer version on classification accuracy of patients with Alzheimer's disease and mild cognitive impairment

(2016) Joy-Loi Chepkoech et al.   HUMAN BRAIN MAPPING

Longitudinal clinical score prediction in Alzheimer's disease with soft-split sparse regression based random forest

(2016) Lei Huang et al.   NEUROBIOLOGY OF AGING

Impact of time-of-day on brain morphometric measures derived from T 1 -weighted magnetic resonance imaging

(2016) Aaron Trefler et al.   NEUROIMAGE

Instantiated mixed effects modeling of Alzheimer's disease markers

(2016) R. Guerrero et al.   NEUROIMAGE

Intravenous immunoglobulin for treatment of mild-to-moderate Alzheimer's disease: a phase 2, randomised, double-blind, placebo-controlled, dose-finding trial

(2013) Richard Dodel et al.   LANCET NEUROLOGY

Model Selection in Linear Mixed Models

(2013) Samuel Müller et al.   STATISTICAL SCIENCE

Accurate multimodal probabilistic prediction of conversion to Alzheimer's disease in patients with mild cognitive impairment

(2013) Jonathan Young et al.   NeuroImage-Clinical

FreeSurfer

(2012) Bruce Fischl   NEUROIMAGE

Statistical analysis of longitudinal neuroimage data with Linear Mixed Effects models

(2012) Jorge L. Bernal-Rusiel et al.   NEUROIMAGE

Predicting Future Clinical Changes of MCI Patients Using Longitudinal and Multimodal Biomarkers

(2012) Daoqiang Zhang et al.   PLoS One

The Effects of FreeSurfer Version, Workstation Type, and Macintosh Operating System Version on Anatomical Volume and Cortical Thickness Measurements

(2012) Ed H. B. M. Gronenschild et al.   PLoS One

The potential of functional MRI as a biomarker in early Alzheimer's disease

(2011) Reisa Sperling   NEUROBIOLOGY OF AGING

Amygdala atrophy is prominent in early Alzheimer's disease and relates to symptom severity

(2011) Stéphane P. Poulin et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Hippocampal volume and asymmetry in mild cognitive impairment and Alzheimer's disease: Meta-analyses of MRI studies

(2009) Feng Shi et al.   HIPPOCAMPUS

The Australian Imaging, Biomarkers and Lifestyle (AIBL) study of aging: methodology and baseline characteristics of 1112 individuals recruited for a longitudinal study of Alzheimer's disease

(2009) Kathryn A Ellis et al.   INTERNATIONAL PSYCHOGERIATRICS

The Role of Apolipoprotein E in Alzheimer's Disease

(2009) Jungsu Kim et al.   NEURON

The Adaptive Brain: Aging and Neurocognitive Scaffolding

(2008) Denise C. Park et al.   Annual Review of Psychology

Automatic classification of MR scans in Alzheimer's disease

(2008) S. Kloppel et al.   BRAIN

Evaluation of automated brain MR image segmentation and volumetry methods

(2008) Frederick Klauschen et al.   HUMAN BRAIN MAPPING

The Alzheimer's disease neuroimaging initiative (ADNI): MRI methods

(2008) Clifford R. Jack et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING