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

Exploiting pretrained CNN models for the development of an EEG-based robust BCI framework

(2022) Muhammad Tariq Sadiq et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Forecasting of the Prevalence of Dementia Using the LSTM Neural Network in Taiwan

(2021) Stephanie Yang et al.   Mathematics

Recurrent Neural Network for Human Activity Recognition in Embedded Systems Using PPG and Accelerometer Data

(2021) Michele Alessandrini et al.   Electronics

Deep Learning in EEG: Advance of the Last Ten-Year Critical Period

(2021) Shu Gong et al.   IEEE Transactions on Cognitive and Developmental Systems

Machine Learning Techniques for the Diagnosis of Alzheimer’s Disease

(2020) M. Tanveer et al.   ACM Transactions on Multimedia Computing Communications and Applications

A Survey on Computer-Aided Diagnosis of Brain Disorders through MRI Based on Machine Learning and Data Mining Methodologies with an Emphasis on Alzheimer Disease Diagnosis and the Contribution of the Multimodal Fusion

(2020) Lilia Lazli et al.   Applied Sciences-Basel

Predicting Alzheimer's disease progression using deep recurrent neural networks

(2020) Minh Nguyen et al.   NEUROIMAGE

Identification of Alzheimer's EEG With a WVG Network-Based Fuzzy Learning Approach

(2020) Haitao Yu et al.   Frontiers in Neuroscience

Motor imagery BCI classification based on novel two-dimensional modelling in empirical wavelet transform

(2020) Muhammad Tariq Sadiq et al.   ELECTRONICS LETTERS

Exploiting dimensionality reduction and neural network techniques for the development of expert brain–computer interfaces

(2020) Muhammad Tariq Sadiq et al.   EXPERT SYSTEMS WITH APPLICATIONS

Online Fall Detection Using Recurrent Neural Networks on Smart Wearable Devices

(2020) Mirto Musci et al.   IEEE Transactions on Emerging Topics in Computing

Deep learning for EEG data analytics: A survey

(2019) Gen Li et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Diagnosis of Alzheimer’s disease with Electroencephalography in a differential framework

(2018) Nesma Houmani et al.   PLoS One

Predictive Modeling of the Progression of Alzheimer’s Disease with Recurrent Neural Networks

(2018) Tingyan Wang et al.   Scientific Reports

Narrow-Band Interference Suppression via RPCA-Based Signal Separation in Time–Frequency Domain

(2017) Jia Su et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Outlier-Robust PCA: The High-Dimensional Case

(2012) Huan Xu et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

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

Robust principal component analysis?

(2011) Emmanuel J. Candès et al.   JOURNAL OF THE ACM

Diagnosis of Alzheimers Disease from EEG Signals: Where Are We Standing?

(2010) J. Dauwels et al.   Current Alzheimer Research

Early Diagnosis of Alzheimers Disease: Is MCI Too Late?

(2009) Ronald Petersen   Current Alzheimer Research