Prediction of Alzheimer’s Disease Progression Based on Magnetic Resonance Imaging

Anosognosia for memory in dementia with Lewy bodies compared with Alzheimer's disease

(2021) Victor Calil et al.   INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY

A 3D densely connected convolution neural network with connection-wise attention mechanism for Alzheimer's disease classification

(2021) Jie Zhang et al.   MAGNETIC RESONANCE IMAGING

Predicting sporadic Alzheimer's disease progression via inherited Alzheimer's disease‐informed machine‐learning

(2020) Nicolai Franzmeier et al.   Alzheimers & Dementia

APOE4 Status is Related to Differences in Memory-Related Brain Function in Asymptomatic Older Adults with Family History of Alzheimer’s Disease: Baseline Analysis of the PREVENT-AD Task Functional MRI Dataset

(2020) Sheida Rabipour et al.   JOURNAL OF ALZHEIMERS DISEASE

Predicting Alzheimer’s Disease Conversion From Mild Cognitive Impairment Using an Extreme Learning Machine-Based Grading Method With Multimodal Data

(2020) Weiming Lin et al.   Frontiers in Aging Neuroscience

Early Detection of Alzheimer’s Disease Using Magnetic Resonance Imaging: A Novel Approach Combining Convolutional Neural Networks and Ensemble Learning

(2020) Dan Pan et al.   Frontiers in Neuroscience

Predicting the progression of mild cognitive impairment to Alzheimer’s disease by longitudinal magnetic resonance imaging-based dictionary learning

(2020) Yanyan Lin et al.   CLINICAL NEUROPHYSIOLOGY

Deep residual learning for neuroimaging: An application to predict progression to Alzheimer’s disease

(2020) Anees Abrol et al.   JOURNAL OF NEUROSCIENCE METHODS

Deep and joint learning of longitudinal data for Alzheimer's disease prediction

(2020) Baiying Lei et al.   PATTERN RECOGNITION

Detection of gray matter microstructural changes in Alzheimer’s disease continuum using fiber orientation

(2020) Peter Lee et al.   BMC Neurology

Quantitative Study of the Changes in Cerebral Blood Flow and Iron Deposition During Progression of Alzheimer’s Disease

(2020) Dongxue Li et al.   JOURNAL OF ALZHEIMERS DISEASE

Long Range Early Diagnosis of Alzheimer's Disease Using Longitudinal MR Imaging Data

(2020) Yingying Zhu et al.   MEDICAL IMAGE ANALYSIS

Functional connectivity of white matter as a biomarker of cognitive decline in Alzheimer’s disease

(2020) Yurui Gao et al.   PLoS One

Sociodemographic data and APOE-ε4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systems

(2020) Obioma Pelka et al.   PLoS One

T2 heterogeneity: a novel marker of microstructural integrity associated with cognitive decline in people with mild cognitive impairment

(2020) Alfie R. Wearn et al.   Alzheimers Research & Therapy

Reduced fractional anisotropy of the genu of the corpus callosum as a cerebrovascular disease marker and predictor of longitudinal cognition in MCI

(2020) Sheelakumari Raghavan et al.   NEUROBIOLOGY OF AGING

Classifying cognitive impairment based on the spatial heterogeneity of cerebral blood flow images

(2019) Zahra Shirzadi et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

A parameter-efficient deep learning approach to predict conversion from mild cognitive impairment to Alzheimer's disease

(2019) Simeon Spasov et al.   NEUROIMAGE

Evaluation of Functional Decline in Alzheimer’s Dementia Using 3D Deep Learning and Group ICA for rs-fMRI Measurements

(2019) Muhammad Naveed Iqbal Qureshi et al.   Frontiers in Aging Neuroscience

The atypical social brain network in autism

(2019) Wataru Sato et al.   CURRENT OPINION IN NEUROLOGY

Predicting Imminent Progression to Clinically Significant Memory Decline Using Volumetric MRI and FDG PET

(2018) Cynthia M. Stonnington et al.   JOURNAL OF ALZHEIMERS DISEASE

Predicting and Tracking Short Term Disease Progression in Amnestic Mild Cognitive Impairment Patients with Prodromal Alzheimer’s Disease: Structural Brain Biomarkers

(2018) Moira Marizzoni et al.   JOURNAL OF ALZHEIMERS DISEASE

Spatial patterns of neuroimaging biomarker change in individuals from families with autosomal dominant Alzheimer's disease: a longitudinal study

(2018) Brian A Gordon et al.   LANCET NEUROLOGY

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

(2018) Isabelle Riederer et al.   RADIOLOGY

Predicting Progression From Mild Cognitive Impairment to Alzheimer's Disease Using Autoregressive Modelling of Longitudinal and Multimodal Biomarkers

(2018) Sidra Minhas et al.   IEEE Journal of Biomedical and Health Informatics

Predicting conversion from MCI to AD by integrating rs-fMRI and structural MRI

(2018) Seyed Hani Hojjati et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Task-Enhanced Arterial Spin Labeled Perfusion MRI Predicts Longitudinal Neurodegeneration in Mild Cognitive Impairment

(2018) Long Xie et al.   HIPPOCAMPUS

Task Deactivation Reductions and Atrophy within Parietal Default Mode Regions are Overlapping but Only Weakly Correlated in Mild Cognitive Impairment

(2018) Zachary D. Threlkeld et al.   JOURNAL OF ALZHEIMERS DISEASE

An MRI Brain Atrophy and Lesion Index to Assess the Progression of Structural Changes in Alzheimer's Disease, Mild Cognitive Impairment, and Normal Aging: A Follow-Up Study

(2018) Ningnannan Zhang et al.   JOURNAL OF ALZHEIMERS DISEASE

Brain Structural and Functional Connectivity and the Progression of Neuropathology in Alzheimer's Disease

(2018) Paul M. Matthews et al.   JOURNAL OF ALZHEIMERS DISEASE

Predicting Progression to Dementia in Elderly Subjects with Mild Cognitive Impairment Using Both Cognitive and Neuroimaging Predictors

(2018) Frédéric Peters et al.   JOURNAL OF ALZHEIMERS DISEASE

Characterizing Early Alzheimer's Disease and Disease Progression Using Hippocampal Volume and Arterial Spin Labeling Perfusion MRI

(2018) Ze Wang   JOURNAL OF ALZHEIMERS DISEASE

Discriminating Alzheimer's disease progression using a new hippocampal marker from T1-weighted MRI: The local surface roughness

(2018) Carlos Platero et al.   HUMAN BRAIN MAPPING

A Survey on applications and Analysis Methods of Functional Magnetic Resonance Imaging for Alzheimer's Disease

(2018) Parisa Forouzannezhad et al.   JOURNAL OF NEUROSCIENCE METHODS

Automated classification of Alzheimer's disease and mild cognitive impairment using a single MRI and deep neural networks

(2018) Silvia Basaia et al.   NeuroImage-Clinical

Discrimination and conversion prediction of mild cognitive impairment using convolutional neural networks

(2018) Congling Wu et al.   QUANTITATIVE IMAGING IN MEDICINE AND SURGERY

Predicting conversion from MCI to AD using resting-state fMRI, graph theoretical approach and SVM

(2017) Seyed Hani Hojjati et al.   JOURNAL OF NEUROSCIENCE METHODS

A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages

(2017) Saima Rathore et al.   NEUROIMAGE

Predicting neurocognitive function with hippocampal volumes and DTI metrics in patients with Alzheimer's dementia and mild cognitive impairment

(2017) Geumsook Shim et al.   Brain and Behavior

A T1 and DTI fused 3D corpus callosum analysis in MCI subjects with high and low cardiovascular risk profile

(2017) Yi Lao et al.   NeuroImage-Clinical

Monitoring disease progression in mild cognitive impairment: Associations between atrophy patterns, cognition, APOE and amyloid

(2017) Farshad Falahati et al.   NeuroImage-Clinical

Cerebrospinal Fluid Biomarkers for Alzheimer's Disease

(2017) Kaj Blennow et al.   JOURNAL OF ALZHEIMERS DISEASE

Longitudinal Changes in Fiber Tract Integrity in Healthy Aging and Mild Cognitive Impairment: A DTI Follow-Up Study

(2017) Stefan J. Teipel et al.   JOURNAL OF ALZHEIMERS DISEASE

MRI morphometry in Alzheimer’s disease

(2016) Hiroshi Matsuda   AGEING RESEARCH REVIEWS

Thalamic pathology and memory loss in early Alzheimer’s disease: moving the focus from the medial temporal lobe to Papez circuit

(2016) John P. Aggleton et al.   BRAIN

Application of Machine Learning to Arterial Spin Labeling in Mild Cognitive Impairment and Alzheimer Disease

(2016) Lyduine E. Collij et al.   RADIOLOGY

Predicting Progression from Mild Cognitive Impairment to Alzheimer's Dementia Using Clinical, MRI, and Plasma Biomarkers via Probabilistic Pattern Classification

(2016) Igor O. Korolev et al.   PLoS One

Resting state functional connectivity differences between behavioral variant frontotemporal dementia and Alzheimer's disease

(2015) Anne Hafkemeijer et al.   Frontiers in Human Neuroscience

Detection of Alzheimer's disease signature in MR images seven years before conversion to dementia: Toward an early individual prognosis

(2015) Pierrick Coupé et al.   HUMAN BRAIN MAPPING

Predicting Prodromal Alzheimer's Disease in Subjects with Mild Cognitive Impairment Using Machine Learning Classification of Multimodal Multicenter Diffusion-Tensor and Magnetic Resonance Imaging Data

(2015) Martin Dyrba et al.   JOURNAL OF NEUROIMAGING

Predicting the conversion of mild cognitive impairment to Alzheimer's disease based on the volumetric measurements of the selected brain structures in magnetic resonance imaging

(2015) Marta Nesteruk et al.   Neurologia i Neurochirurgia Polska

A radiomics model from joint FDG-PET and MRI texture features for the prediction of lung metastases in soft-tissue sarcomas of the extremities

(2015) M Vallières et al.   PHYSICS IN MEDICINE AND BIOLOGY

Automated Classification to Predict the Progression of Alzheimer's Disease Using Whole-Brain Volumetry and DTI

(2015) Won Beom Jung et al.   Psychiatry Investigation

Arterial Spin Labeling May Contribute to the Prediction of Cognitive Deterioration in Healthy Elderly Individuals

(2015) Aikaterini Xekardaki et al.   RADIOLOGY

The Uncinate Fasciculus as a Predictor of Conversion from Amnestic Mild Cognitive Impairment to Alzheimer Disease

(2014) Kazuko Hiyoshi-Taniguchi et al.   JOURNAL OF NEUROIMAGING

Application of a MRI based index to longitudinal atrophy change in Alzheimer disease, mild cognitive impairment and healthy older individuals in the AddNeuroMed cohort

(2014) Carlos Aguilar et al.   Frontiers in Aging Neuroscience

Diffusion tensor imaging (DTI) in the detection of white matter lesions in patients with mild cognitive impairment (MCI)

(2013) Sali Dimitra et al.   ACTA NEUROLOGICA BELGICA

Cerebral and extracerebral cholesterol metabolism and CSF markers of Alzheimer's disease

(2013) Julius Popp et al.   BIOCHEMICAL PHARMACOLOGY

Resting State Functional Connectivity in Preclinical Alzheimer’s Disease

(2013) Yvette I. Sheline et al.   BIOLOGICAL PSYCHIATRY

An MRI-based index to measure the severity of Alzheimer's disease-like structural pattern in subjects with mild cognitive impairment

(2013) G. Spulber et al.   JOURNAL OF INTERNAL MEDICINE

Classification and prediction of clinical diagnosis of Alzheimer's disease based on MRI and plasma measures of α-/γ-tocotrienols and γ-tocopherol

(2013) F. Mangialasche et al.   JOURNAL OF INTERNAL MEDICINE

Robust Automated Detection of Microstructural White Matter Degeneration in Alzheimer’s Disease Using Machine Learning Classification of Multicenter DTI Data

(2013) Martin Dyrba et al.   PLoS One

Disease progression model in subjects with mild cognitive impairment from the Alzheimer's disease neuroimaging initiative: CSF biomarkers predict population subtypes

(2012) Mahesh N. Samtani et al.   BRITISH JOURNAL OF CLINICAL PHARMACOLOGY

Evolution of Global and Local Grey Matter Atrophy on Serial MRI Scans During the Progression from MCI to AD

(2012) Gabriela Spulber et al.   Current Alzheimer Research

Loss of Intranetwork and Internetwork Resting State Functional Connections with Alzheimer's Disease Progression

(2012) M. R. Brier et al.   JOURNAL OF NEUROSCIENCE

Test sequence of CSF and MRI biomarkers for prediction of AD in subjects with MCI

(2012) Stephanie Vos et al.   NEUROBIOLOGY OF AGING

Cerebral Blood Flow Measured with 3D Pseudocontinuous Arterial Spin-labeling MR Imaging in Alzheimer Disease and Mild Cognitive Impairment: A Marker for Disease Severity

(2012) Maja A. A. Binnewijzend et al.   RADIOLOGY

Scoring by nonlocal image patch estimator for early detection of Alzheimer's disease

(2012) Pierrick Coupé et al.   NeuroImage-Clinical

Steps to standardization and validation of hippocampal volumetry as a biomarker in clinical trials and diagnostic criterion for Alzheimer’s disease

(2011) Clifford R. Jack et al.   Alzheimers & Dementia

The diagnosis of dementia due to Alzheimer’s disease: Recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer's disease

(2011) Guy M. McKhann et al.   Alzheimers & Dementia

Efficient content-based image retrieval using Multiple Support Vector Machines Ensemble

(2011) Ela Yildizer et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

Automated detection of amnestic mild cognitive impairment in community-dwelling elderly adults: A combined spatial atrophy and white matter alteration approach

(2011) Yue Cui et al.   NEUROIMAGE

Voxel-level comparison of arterial spin-labeled perfusion MRI and FDG-PET in Alzheimer disease

(2011) Y. Chen et al.   NEUROLOGY

The cholinergic system in mild cognitive impairment and Alzheimer's disease: An in vivo MRI and DTI study

(2010) Stefan J. Teipel et al.   HUMAN BRAIN MAPPING

Assessment of white matter tract damage in mild cognitive impairment and Alzheimer's disease

(2010) Michela Pievani et al.   HUMAN BRAIN MAPPING

Prediction of MCI to AD conversion, via MRI, CSF biomarkers, and pattern classification

(2010) Christos Davatzikos et al.   NEUROBIOLOGY OF AGING

Multiple DTI index analysis in normal aging, amnestic MCI and AD. Relationship with neuropsychological performance

(2010) Beatriz Bosch et al.   NEUROBIOLOGY OF AGING

Prediction of conversion from mild cognitive impairment to Alzheimer's disease dementia based upon biomarkers and neuropsychological test performance

(2010) Michael Ewers et al.   NEUROBIOLOGY OF AGING

Intrinsic connectivity between the hippocampus and posteromedial cortex predicts memory performance in cognitively intact older individuals

(2010) Liang Wang et al.   NEUROIMAGE

Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database

(2010) Rémi Cuingnet et al.   NEUROIMAGE

When, where, and how the corpus callosum changes in MCI and AD: A multimodal MRI study

(2010) M. Di Paola et al.   NEUROLOGY

An fMRI Stroop Task Study of Prefrontal Cortical Function in Normal Aging, Mild Cognitive Impairment, and Alzheimers Disease

(2009) Chuanming Li et al.   Current Alzheimer Research

Arterial spin labelling at 3-T MR imaging for detection of individuals with Alzheimer’s disease

(2009) Takashi Yoshiura et al.   EUROPEAN RADIOLOGY

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

(2009) Clifford R Jack et al.   LANCET NEUROLOGY

Impairment and compensation coexist in amnestic MCI default mode network

(2009) Zhigang Qi et al.   NEUROIMAGE

Abnormal connectivity in the posterior cingulate and hippocampus in early Alzheimer's disease and mild cognitive impairment

(2008) Yongxia Zhou et al.   Alzheimers & Dementia

Automatic classification of MR scans in Alzheimer's disease

(2008) S. Kloppel et al.   BRAIN

White matter tract integrity in aging and Alzheimer's disease

(2008) Jessica S. Damoiseaux et al.   HUMAN BRAIN MAPPING

Stroke risk modifies regional white matter differences in mild cognitive impairment

(2008) Lisa Delano-Wood et al.   NEUROBIOLOGY OF AGING

Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: Results from ADNI☆

(2008) C MISRA et al.   NEUROIMAGE

Interpreting scan data acquired from multiple scanners: A study with Alzheimer's disease

(2007) Cynthia M. Stonnington et al.   NEUROIMAGE

Functional relevant loss of long association fibre tracts integrity in early Alzheimer's disease

(2007) Andreas Fellgiebel et al.   NEUROPSYCHOLOGIA