A deep learning-based approach for distinguishing different stress levels of human brain using EEG and pulse rate

Human Stress Detection With Wearable Sensors Using Convolutional Neural Networks

(2022) Manuel Gil-Martin et al.   IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE

Frontal lobe real-time EEG analysis using machine learning techniques for mental stress detection

(2022) Omar AlShorman et al.   Journal of Integrative Neuroscience

CNN-EFF: CNN Based Edge Feature Fusion in Semantic Image Labelling and Parsing

(2022) Vishal Srivastava et al.   NEURAL PROCESSING LETTERS

Psychological Stress Level Detection Based on Heartbeat Mode

(2022) Dun Hu et al.   Applied Sciences-Basel

Applications of Convolutional Neural Network for Classification of Land Cover and Groundwater Potentiality Zones

(2022) Asnakew Mulualem Tegegne   Journal of Engineering

Optimal ratio for data splitting

(2022) V. Roshan Joseph   Statistical Analysis and Data Mining

Wearable Flexible Electronics Based Cardiac Electrode for Researcher Mental Stress Detection System Using Machine Learning Models on Single Lead Electrocardiogram Signal

(2022) Md Belal Bin Heyat et al.   Biosensors-Basel

An automated liver tumour segmentation and classification model by deep learning based approaches

(2022) Sayan Saha Roy et al.   Computer Methods in Biomechanics and Biomedical Engineering-Imaging and Visualization

A transformer-based model for default prediction in mid-cap corporate markets

(2022) Kamesh Korangi et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A Novel CNN-TLSTM Approach for Dengue Disease Identification and Prevention using IoT-Fog Cloud Architecture

(2022) S. N. Manoharan et al.   NEURAL PROCESSING LETTERS

Effectiveness of Federated Learning and CNN Ensemble Architectures for Identifying Brain Tumors Using MRI Images

(2022) Moinul Islam et al.   NEURAL PROCESSING LETTERS

Role of Oxidative Stress and Inflammation in Insomnia Sleep Disorder and Cardiovascular Diseases: Herbal Antioxidants and Anti-inflammatory Coupled with Insomnia Detection using Machine Learning

(2022) Md. Belal Bin Heyat et al.   CURRENT PHARMACEUTICAL DESIGN

A Novel Smart Belt for Anxiety Detection, Classification, and Reduction Using IIoMT on Students’ Cardiac Signal and MSY

(2022) Rishi Pal et al.   Bioengineering

Influence of Data Splitting on Performance of Machine Learning Models in Prediction of Shear Strength of Soil

(2021) Quang Hung Nguyen et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Driving Stress Detection Using Multimodal Convolutional Neural Networks with Nonlinear Representation of Short-Term Physiological Signals

(2021) Jaewon Lee et al.   SENSORS

Psychological Stress Detection According to ECG Using a Deep Learning Model with Attention Mechanism

(2021) Pengfei Zhang et al.   Applied Sciences-Basel

A Review on Mental Stress Assessment Methods Using EEG Signals

(2021) Rateb Katmah et al.   SENSORS

Classification of Mental Stress Using CNN-LSTM Algorithms with Electrocardiogram Signals

(2021) Mingu Kang et al.   Journal of Healthcare Engineering

Video-Based Stress Detection through Deep Learning

(2020) Huijun Zhang et al.   SENSORS

A Novel Hybrid Machine Learning Classification for the Detection of Bruxism Patients Using Physiological Signals

(2020) Md Belal Bin Heyat et al.   Applied Sciences-Basel

Stress detection using deep neural networks

(2020) Russell Li et al.   BMC Medical Informatics and Decision Making

Cascaded LSTM recurrent neural network for automated sleep stage classification using single-channel EEG signals

(2019) Nicola Michielli et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Stress-Lysis: A DNN-Integrated Edge Device for Stress Level Detection in the IoMT

(2019) Laavanya Rachakonda et al.   IEEE TRANSACTIONS ON CONSUMER ELECTRONICS

Spatial Prediction of Rainfall-Induced Landslides Using Aggregating One-Dependence Estimators Classifier

(2018) Binh Thai Pham et al.   Journal of the Indian Society of Remote Sensing

Machine Learning Framework for the Detection of Mental Stress at Multiple Levels

(2017) Ahmad Rauf Subhani et al.   IEEE Access

A Novel Emotion Elicitation Index Using Frontal Brain Asymmetry for Enhanced EEG-Based Emotion Recognition

(2011) P. C. Petrantonakis et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

ECG Pattern Analysis for Emotion Detection

(2011) F. Agrafioti et al.   IEEE Transactions on Affective Computing

An integrated system based on physiological signals for the assessment of affective states in patients with anxiety disorders

(2010) Christos D. Katsis et al.   Biomedical Signal Processing and Control

EEG-Based Emotion Recognition in Music Listening

(2010) Yuan-Pin Lin et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

What Does Your Chair Know About Your Stress Level?

(2009) B. Arnrich et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE