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

Two Phase 3 Trials of Bapineuzumab in Mild-to-Moderate Alzheimer's Disease

(2014) Stephen Salloway et al.   NEW ENGLAND JOURNAL OF MEDICINE

The A4 Study: Stopping AD Before Symptoms Begin?

(2014) R. A. Sperling et al.   Science Translational Medicine

Meta-analysis of 74,046 individuals identifies 11 new susceptibility loci for Alzheimer's disease

(2013) Jean-Charles Lambert et al.   NATURE GENETICS

Prognosis Research Strategy (PROGRESS) 3: Prognostic Model Research

(2013) Ewout W. Steyerberg et al.   PLOS MEDICINE

Sparse learning and stability selection for predicting MCI to AD conversion using baseline ADNI data

(2012) Jieping Ye et al.   BMC Neurology

A European multicentre PET study of fibrillar amyloid in Alzheimer’s disease

(2012) Agneta Nordberg et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Prediction of Alzheimer's disease and mild cognitive impairment using cortical morphological patterns

(2012) Chong-Yaw Wee et al.   HUMAN BRAIN MAPPING

Accuracy of the Clinical Diagnosis of Alzheimer Disease at National Institute on Aging Alzheimer Disease Centers, 2005–2010

(2012) Thomas G. Beach et al.   JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY

Combining MRI and CSF measures for classification of Alzheimer's disease and prediction of mild cognitive impairment conversion

(2012) Eric Westman et al.   NEUROIMAGE

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

(2012) Daoqiang Zhang et al.   PLoS One

Improved Classification of Alzheimer's Disease Data via Removal of Nuisance Variability

(2012) Juha Koikkalainen et al.   PLoS One

Multivariate Protein Signatures of Pre-Clinical Alzheimer's Disease in the Alzheimer's Disease Neuroimaging Initiative (ADNI) Plasma Proteome Dataset

(2012) Daniel Johnstone et al.   PLoS One

Comparison of Brief Cognitive Tests and CSF Biomarkers in Predicting Alzheimer’s Disease in Mild Cognitive Impairment: Six-Year Follow-Up Study

(2012) Sebastian Palmqvist et al.   PLoS One

Reporting and Methods in Clinical Prediction Research: A Systematic Review

(2012) Walter Bouwmeester et al.   PLOS MEDICINE

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

(2011) Marilyn S. Albert et al.   Alzheimers & Dementia

The Alzheimer’s Disease Neuroimaging Initiative: A review of papers published since its inception

(2011) Michael W. Weiner et al.   Alzheimers & Dementia

Utility of Combinations of Biomarkers, Cognitive Markers, and Risk Factors to Predict Conversion From Mild Cognitive Impairment to Alzheimer Disease in Patients in the Alzheimer's Disease Neuroimaging Initiative

(2011) Jesus J. Gomar   ARCHIVES OF GENERAL PSYCHIATRY

Treatment With Cholinesterase Inhibitors and Memantine of Patients in the Alzheimer's Disease Neuroimaging Initiative

(2011) Lon S. Schneider   ARCHIVES OF NEUROLOGY

Significance testing as perverse probabilistic reasoning

(2011) M Brandon Westover et al.   BMC Medicine

Disruption of limbic white matter pathways in mild cognitive impairment and Alzheimer's disease: A DTI/FDG-PET Study

(2011) Andrea C. Bozoki et al.   HUMAN BRAIN MAPPING

The projected effect of risk factor reduction on Alzheimer's disease prevalence

(2011) Deborah E Barnes et al.   LANCET NEUROLOGY

Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease

(2011) Daoqiang Zhang et al.   NEUROIMAGE

Diagnostic neuroimaging across diseases

(2011) Stefan Klöppel et al.   NEUROIMAGE

Distinct profiles of brain and cognitive changes in the very old with Alzheimer disease

(2011) N. H. Stricker et al.   NEUROLOGY

Identification of Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using Multivariate Predictors

(2011) Yue Cui et al.   PLoS One

Alzheimer's Disease: The Challenge of the Second Century

(2011) D. M. Holtzman et al.   Science Translational Medicine

Probabilistic classifiers with high-dimensional data

(2010) Kyung In Kim et al.   BIOSTATISTICS

Comparison of Manual and Automated Determination of Hippocampal Volumes in MCI and Early AD

(2010) Li Shen et al.   Brain Imaging and Behavior

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

(2010) Christos Davatzikos et al.   NEUROBIOLOGY OF AGING

Machine-learning techniques for building a diagnostic model for very mild dementia

(2010) Rong Chen et al.   NEUROIMAGE

Predictive markers for AD in a multi-modality framework: An analysis of MCI progression in the ADNI population

(2010) Chris Hinrichs et al.   NEUROIMAGE

Relative Capability of MR Imaging and FDG PET to Depict Changes Associated with Prodromal and Early Alzheimer Disease

(2010) David S. Karow et al.   RADIOLOGY

Rate of progression of mild cognitive impairment to dementia - meta-analysis of 41 robust inception cohort studies

(2009) A. J. Mitchell et al.   ACTA PSYCHIATRICA SCANDINAVICA

Mild Cognitive Impairment

(2009) Ronald C. Petersen et al.   ARCHIVES OF NEUROLOGY

Pitfalls of supervised feature selection

(2009) Pawel Smialowski et al.   BIOINFORMATICS

Automated MRI measures identify individuals with mild cognitive impairment and Alzheimer's disease

(2009) R. S. Desikan et al.   BRAIN

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

(2009) Clifford R Jack et al.   LANCET NEUROLOGY

Multimodal techniques for diagnosis and prognosis of Alzheimer's disease

(2009) Richard J. Perrin et al.   NATURE

Age, Alzheimer disease, and brain structure

(2009) C. A. Raji et al.   NEUROLOGY

Combining feature spaces for classification

(2009) Theodoros Damoulas et al.   PATTERN RECOGNITION

Frequency and course of mild cognitive impairment in a multiethnic community

(2008) Jennifer J. Manly et al.   ANNALS OF NEUROLOGY

Kernel methods in machine learning

(2008) Thomas Hofmann et al.   ANNALS OF STATISTICS

Probabilistic multi-class multi-kernel learning: on protein fold recognition and remote homology detection

(2008) Theodoros Damoulas et al.   BIOINFORMATICS

Combining Early Markers Strongly Predicts Conversion from Mild Cognitive Impairment to Alzheimer's Disease

(2008) Davangere P. Devanand et al.   BIOLOGICAL PSYCHIATRY

Automatic classification of MR scans in Alzheimer's disease

(2008) S. Kloppel et al.   BRAIN

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

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

Temporal trends in the long term risk of progression of mild cognitive impairment: a pooled analysis

(2008) A J Mitchell et al.   JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY

Evaluation of plasma Aβ40 and Aβ42 as predictors of conversion to Alzheimer's disease in patients with mild cognitive impairment

(2008) Oskar Hansson et al.   NEUROBIOLOGY OF AGING

Regional white matter volume differences in nondemented aging and Alzheimer's disease

(2008) D SALAT et al.   NEUROIMAGE

Pattern recognition with a Bayesian kernel combination machine

(2008) Theodoros Damoulas et al.   PATTERN RECOGNITION LETTERS

Support Vector Machines and Kernels for Computational Biology

(2008) Asa Ben-Hur et al.   PLoS Computational Biology