Using CNN Saliency Maps and EEG Modulation Spectra for Improved and More Interpretable Machine Learning-Based Alzheimer’s Disease Diagnosis

EEG-Based Alzheimer’s Disease Recognition Using Robust-PCA and LSTM Recurrent Neural Network

(2022) Michele Alessandrini et al.   SENSORS

EEG Signal Processing and Supervised Machine Learning to Early Diagnose Alzheimer’s Disease

(2022) Daniele Pirrone et al.   Applied Sciences-Basel

Early diagnosis of Alzheimer’s disease: the role of biomarkers including advanced EEG signal analysis. Report from the IFCN-sponsored panel of experts

(2020) P.M. Rossini et al.   CLINICAL NEUROPHYSIOLOGY

The Importance of the Validation of M/EEG With Current Biomarkers in Alzheimer's Disease

(2019) Fernando Maestú et al.   Frontiers in Human Neuroscience

The Major Risk Factors for Alzheimer’s Disease: Age, Sex, and Genes Modulate the Microglia Response to Aβ Plaques

(2019) Carlo Sala Frigerio et al.   Cell Reports

Cerebral Hemodynamics and Vascular Risk Factors: Setting the Stage for Alzheimer's Disease

(2018) Jack C. de la Torre   JOURNAL OF ALZHEIMERS DISEASE

Systematic Review on Resting-State EEG for Alzheimer’s Disease Diagnosis and Progression Assessment

(2018) Raymundo Cassani et al.   DISEASE MARKERS

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Cerebral blood flow regulation and neurovascular dysfunction in Alzheimer disease

(2017) Kassandra Kisler et al.   NATURE REVIEWS NEUROSCIENCE

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

Volumetric brain tumour detection from MRI using visual saliency

(2017) Somosmita Mitra et al.   PLoS One

A Novel GBM Saliency Detection Model Using Multi-Channel MRI

(2016) Subhashis Banerjee et al.   PLoS One

The genetic landscape of Alzheimer disease: clinical implications and perspectives

(2015) Caroline Van Cauwenberghe et al.   GENETICS IN MEDICINE

A hybrid feature selection approach for the early diagnosis of Alzheimer’s disease

(2015) Esteve Gallego-Jutglà et al.   Journal of Neural Engineering

The age factor in Alzheimer’s disease

(2015) Rita Guerreiro et al.   Genome Medicine

The Evolution of Preclinical Alzheimer’s Disease: Implications for Prevention Trials

(2014) Reisa Sperling et al.   NEURON

The effects of automated artifact removal algorithms on electroencephalography-based Alzheimer's disease diagnosis

(2014) Raymundo Cassani et al.   Frontiers in Aging Neuroscience

Characterizing Alzheimer’s Disease Severity via Resting-Awake EEG Amplitude Modulation Analysis

(2013) Francisco J. Fraga et al.   PLoS One

EEG amplitude modulation analysis for semi-automated diagnosis of Alzheimer’s disease

(2012) Tiago H Falk et al.   EURASIP Journal on Advances in Signal Processing

Toward defining the preclinical stages of Alzheimer’s disease: Recommendations from the National Institute on Aging-Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease

(2011) Reisa A. Sperling et al.   Alzheimers & Dementia

Blood-based biomarkers for Alzheimer's disease: plasma Aβ40 and Aβ42, and genetic variants

(2011) Richard Mayeux et al.   NEUROBIOLOGY OF AGING

Employing spatially constrained ICA and wavelet denoising, for automatic removal of artifacts from multichannel EEG data

(2011) Muhammad Tahir Akhtar et al.   SIGNAL PROCESSING

The clinical use of structural MRI in Alzheimer disease

(2010) Giovanni B. Frisoni et al.   Nature Reviews Neurology

The dynamics of Alzheimer's disease biomarkers in the Alzheimer's Disease Neuroimaging Initiative cohort

(2010) A. Caroli et al.   NEUROBIOLOGY OF AGING

An Active Vision System for Detecting, Fixating and Manipulating Objects in the Real World

(2009) B. Rasolzadeh et al.   INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH

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

Increased EEG gamma band activity in Alzheimer’s disease and mild cognitive impairment

(2008) J. A. van Deursen et al.   JOURNAL OF NEURAL TRANSMISSION

A meta-analysis of the accuracy of the mini-mental state examination in the detection of dementia and mild cognitive impairment

(2008) Alex J. Mitchell   JOURNAL OF PSYCHIATRIC RESEARCH

Topography of EEG multivariate phase synchronization in early Alzheimer's disease

(2008) Maria G. Knyazeva et al.   NEUROBIOLOGY OF AGING