Latent feature representation with stacked auto-encoder for AD/MCI diagnosis

Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data

(2013) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

2012 Alzheimer’s disease facts and figures

(2012)   Alzheimers & Dementia

An investigation of PreMCI: Subtypes and longitudinal outcomes

(2012) David A. Loewenstein et al.   Alzheimers & Dementia

A Novel Bayesian Framework for Discriminative Feature Extraction in Brain-Computer Interfaces

(2012) Heung-Il Suk et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multi-source feature learning for joint analysis of incomplete multiple heterogeneous neuroimaging data

(2012) Lei Yuan et al.   NEUROIMAGE

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

(2012) Eric Westman et al.   NEUROIMAGE

Ensemble sparse classification of Alzheimer's disease

(2012) Manhua Liu et al.   NEUROIMAGE

Random forest-based similarity measures for multi-modal classification of Alzheimer's disease

(2012) Katherine R. Gray et al.   NEUROIMAGE

A Longitudinal Study of Atrophy in Amnestic Mild Cognitive Impairment and Normal Aging Revealed by Cortical Thickness

(2012) Zhijun Yao et al.   PLoS One

Unsupervised learning of hierarchical representations with convolutional deep belief networks

(2011) Honglak Lee et al.   COMMUNICATIONS OF THE ACM

Density-Based Multifeature Background Subtraction with Support Vector Machine

(2011) Bohyung Han et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

Identification of MCI individuals using structural and functional connectivity networks

(2011) Chong-Yaw Wee et al.   NEUROIMAGE

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

(2011) Daoqiang Zhang et al.   NEUROIMAGE

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

(2011) Yue Cui et al.   PLoS One

Hierarchical Anatomical Brain Networks for MCI Prediction: Revisiting Volumetric Measures

(2011) Luping Zhou et al.   PLoS One

Combining MR Imaging, Positron-Emission Tomography, and CSF Biomarkers in the Diagnosis and Prognosis of Alzheimer Disease

(2010) K.B. Walhovd et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

The use of PET in Alzheimer disease

(2010) Agneta Nordberg et al.   Nature Reviews Neurology

Boosting power for clinical trials using classifiers based on multiple biomarkers

(2010) Omid Kohannim et al.   NEUROBIOLOGY OF AGING

Subtypes based on cerebrospinal fluid and magnetic resonance imaging markers in normal elderly predict cognitive decline

(2010) J. Nettiksimmons et al.   NEUROBIOLOGY OF AGING

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

(2010) Christos Davatzikos 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

ABSORB: Atlas building by self-organized registration and bundling

(2010) Hongjun Jia 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

Enriched white matter connectivity networks for accurate identification of MCI patients

(2010) Chong-Yaw Wee et al.   NEUROIMAGE

Cerebrospinal Fluid β-Amyloid 42 and Tau Proteins as Biomarkers of Alzheimer-Type Pathologic Changes in the Brain

(2009) Tero Tapiola et al.   ARCHIVES OF NEUROLOGY

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

(2009) R. S. Desikan et al.   BRAIN

White matter damage in frontotemporal dementia and Alzheimer's disease measured by diffusion MRI

(2009) Y. Zhang et al.   BRAIN

Multimodal techniques for diagnosis and prognosis of Alzheimer's disease

(2009) Richard J. Perrin et al.   NATURE

RABBIT: Rapid alignment of brains by building intermediate templates

(2009) Songyuan Tang et al.   NEUROIMAGE

Neural correlates of Alzheimer's disease and mild cognitive impairment: A systematic and quantitative meta-analysis involving 1351 patients

(2009) Matthias L. Schroeter et al.   NEUROIMAGE

Medial temporal lobe atrophy on MRI differentiates Alzheimer's disease from dementia with Lewy bodies and vascular cognitive impairment: a prospective study with pathological verification of diagnosis

(2008) E. J. Burton et al.   BRAIN

Automatic classification of MR scans in Alzheimer's disease

(2008) S. Kloppel et al.   BRAIN

The Cortical Signature of Alzheimer's Disease: Regionally Specific Cortical Thinning Relates to Symptom Severity in Very Mild to Mild AD Dementia and is Detectable in Asymptomatic Amyloid-Positive Individuals

(2008) Bradford C. Dickerson et al.   CEREBRAL CORTEX

Multicenter Standardized 18F-FDG PET Diagnosis of Mild Cognitive Impairment, Alzheimer's Disease, and Other Dementias

(2008) L. Mosconi et al.   JOURNAL OF NUCLEAR MEDICINE

Diffeomorphic demons: Efficient non-parametric image registration

(2008) Tom Vercauteren et al.   NEUROIMAGE

Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain

(2007) B AVANTS et al.   MEDICAL IMAGE ANALYSIS