Convolutional Neural Networks-Based MRI Image Analysis for the Alzheimer’s Disease Prediction From Mild Cognitive Impairment

Multiscale deep neural network based analysis of FDG-PET images for the early diagnosis of Alzheimer’s disease

(2018) Donghuan Lu et al.   MEDICAL IMAGE ANALYSIS

Facial expression recognition via learning deep sparse autoencoders

(2018) Nianyin Zeng et al.   NEUROCOMPUTING

Single Image Super-Resolution Based on Multi-Scale Competitive Convolutional Neural Network

(2018) Xiaofeng Du et al.   SENSORS

Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer’s Disease using structural MR and FDG-PET images

(2018) Donghuan Lu et al.   Scientific Reports

Multimodal Neuroimaging Feature Learning With Multimodal Stacked Deep Polynomial Networks for Diagnosis of Alzheimer's Disease

(2018) Jun Shi et al.   IEEE Journal of Biomedical and Health Informatics

A Novel Grading Biomarker for the Prediction of Conversion From Mild Cognitive Impairment to Alzheimer's Disease

(2017) Tong Tong et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A switching delayed PSO optimized extreme learning machine for short-term load forecasting

(2017) Nianyin Zeng et al.   NEUROCOMPUTING

Sparse shared structure based multi-task learning for MRI based cognitive performance prediction of Alzheimer’s disease

(2017) Peng Cao et al.   PATTERN RECOGNITION

Neuropathologic Alterations in Mild Cognitive Impairment: A Review

(2017) William R. Markesbery   JOURNAL OF ALZHEIMERS DISEASE

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Ensembles of Deep Learning Architectures for the Early Diagnosis of the Alzheimer’s Disease

(2016) Andrés Ortiz et al.   International Journal of Neural Systems

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

High-Throughput Classification of Radiographs Using Deep Convolutional Neural Networks

(2016) Alvin Rajkomar et al.   JOURNAL OF DIGITAL IMAGING

Modeling and predicting AD progression by regression analysis of sequential clinical data

(2016) Qing Xie et al.   NEUROCOMPUTING

Instantiated mixed effects modeling of Alzheimer's disease markers

(2016) R. Guerrero et al.   NEUROIMAGE

Deep Belief Networks for Quantitative Analysis of a Gold Immunochromatographic Strip

(2016) Nianyin Zeng et al.   Cognitive Computation

Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease

(2015) Siqi Liu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Domain Transfer Learning for MCI Conversion Prediction

(2015) Bo Cheng et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Robust whole-brain segmentation: Application to traumatic brain injury

(2015) Christian Ledig et al.   MEDICAL IMAGE ANALYSIS

Structural imaging biomarkers of Alzheimer's disease: predicting disease progression

(2015) Simon F. Eskildsen et al.   NEUROBIOLOGY OF AGING

Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects

(2015) Elaheh Moradi et al.   NEUROIMAGE

A Robust Deep Model for Improved Classification of AD/MCI Patients

(2015) Feng Li et al.   IEEE Journal of Biomedical and Health Informatics

Manifold population modeling as a neuro-imaging biomarker: Application to ADNI and ADNI-GO

(2014) R. Guerrero et al.   NEUROIMAGE

Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis

(2014) Heung-Il Suk et al.   NEUROIMAGE

Salient Region Detection Improved by Principle Component Analysis and Boundary Information

(2013) Po-Hung Wu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

High-Dimensional Feature Selection by Feature-Wise Kernelized Lasso

(2013) Makoto Yamada et al.   NEURAL COMPUTATION

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

(2013) Jonathan Young et al.   NeuroImage-Clinical

Standardization of analysis sets for reporting results from ADNI MRI data

(2012) Bradley T. Wyman et al.   Alzheimers & Dementia

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

(2012) Jieping Ye et al.   BMC Neurology

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

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

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

(2012) Daoqiang Zhang et al.   PLoS One

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

(2012) Pierrick Coupé et al.   NeuroImage-Clinical

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Brain MAPS: An automated, accurate and robust brain extraction technique using a template library

(2011) Kelvin K. Leung et al.   NEUROIMAGE

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

Simultaneous segmentation and grading of anatomical structures for patient's classification: Application to Alzheimer's disease

(2011) Pierrick Coupé et al.   NEUROIMAGE

Age Correction in Dementia – Matching to a Healthy Brain

(2011) Juergen Dukart et al.   PLoS One

LASSO with cross-validation for genomic selection

(2010) M. GRAZIANO USAI et al.   Genetics Research

Age-related changes in grey and white matter structure throughout adulthood

(2010) Antonio Giorgio 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

Effects of principle component analysis on assessment of coronary artery diseases using support vector machine

(2009) Ismail Babaoğlu et al.   EXPERT SYSTEMS WITH APPLICATIONS

An intelligent diagnosis system based on principle component analysis and ANFIS for the heart valve diseases

(2008) Engin Avci et al.   EXPERT SYSTEMS WITH APPLICATIONS