Electroencephalography-based motor imagery classification using temporal convolutional network fusion

DepHNN: A novel hybrid neural network for electroencephalogram (EEG)-based screening of depression

(2021) Geetanjali Sharma et al.   Biomedical Signal Processing and Control

COVID-19 and Non-COVID-19 Classification using Multi-layers Fusion From Lung Ultrasound Images

(2021) Ghulam Muhammad et al.   Information Fusion

End-to-end sleep staging using convolutional neural network in raw single-channel EEG

(2020) Fan Li et al.   Biomedical Signal Processing and Control

Parallel Spatial–Temporal Self-Attention CNN-Based Motor Imagery Classification for BCI

(2020) Xiuling Liu et al.   Frontiers in Neuroscience

EEG-Based Pathology Detection for Home Health Monitoring

(2020) Ghulam Muhammad et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Seizure detection by convolutional neural network-based analysis of scalp electroencephalography plot images

(2019) Ali Emami et al.   NeuroImage-Clinical

Evolution-based configuration optimization of a Deep Neural Network for the classification of obstructive sleep apnea episodes

(2019) Ivanoe De Falco et al.   Future Generation Computer Systems-The International Journal of eScience

A Channel-Projection Mixed-Scale Convolutional Neural Network for Motor Imagery EEG Decoding

(2019) Yang Li et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Computing and Processing on the Edge: Smart Pathology Detection for Connected Healthcare

(2019) Ghulam Muhammad et al.   IEEE NETWORK

A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification

(2019) Xinqiao Zhao et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Deep Learning for EEG motor imagery classification based on multi-layer CNNs feature fusion

(2019) Syed Umar Amin et al.   Future Generation Computer Systems-The International Journal of eScience

Tree-Based Deep Networks for Edge Devices

(2019) Ghulam Muhammad et al.   IEEE Transactions on Industrial Informatics

EEGNet: a compact convolutional neural network for EEG-based brain--computer interfaces

(2018) Vernon Lawhern et al.   Journal of Neural Engineering

LSTM-Based EEG Classification in Motor Imagery Tasks

(2018) Ping Wang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

A large electroencephalographic motor imagery dataset for electroencephalographic brain computer interfaces

(2018) Murat Kaya et al.   Scientific Data

Deep learning with convolutional neural networks for EEG decoding and visualization

(2017) Robin Tibor Schirrmeister et al.   HUMAN BRAIN MAPPING

Smart Health Solution Integrating IoT and Cloud: A Case Study of Voice Pathology Monitoring

(2017) Ghulam Muhammad et al.   IEEE COMMUNICATIONS MAGAZINE

Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network

(2017) U. Rajendra Acharya et al.   INFORMATION SCIENCES

Investigation of Voice Pathology Detection and Classification on Different Frequency Regions Using Correlation Functions

(2017) Ahmed Al-nasheri et al.   JOURNAL OF VOICE

Emotion-Aware Connected Healthcare Big Data Towards 5G

(2017) M. Shamim Hossain et al.   IEEE Internet of Things Journal

Classification of Motor Imagery EEG Signals with Support Vector Machines and Particle Swarm Optimization

(2016) Yuliang Ma et al.   Computational and Mathematical Methods in Medicine

Brain–computer interfaces for communication and rehabilitation

(2016) Ujwal Chaudhary et al.   Nature Reviews Neurology

Formant analysis in dysphonic patients and automatic Arabic digit speech recognition

(2011) Ghulam Muhammad et al.   Biomedical Engineering Online