Citation sources

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2026
Applied Mathematical Modeling for Biomedical Robotics and Wearable Devices
2025
Psychological and physiological computing based on multi-dimensional foot information
Artificial Intelligence Review
2025
A systematic review on physiology-based anxiety detection using machine learning
Biomedical Physics & Engineering Express
2025
Detecting Anxiety via Machine Learning Algorithms: A Literature Review
IEEE Transactions on Emerging Topics in Computational Intelligence
2025
Extending Anxiety Detection from Multimodal Wearables in Controlled Conditions to Real-World Environments
Sensors
2025
Machine learning approaches to anxiety detection: trends, model evaluation, and future directions
Frontiers in Artificial Intelligence
2025
Investigating effects of microclimate on stress and affect using low-cost wearables in quasi-formal academic contexts
AI, Brain and Child
2024
Intelligent Detection Method of Atrial Fibrillation by CEPNCC-BiLSTM Based on Long-Term Photoplethysmography Data
Sensors
2024
IFMBE Proceedings
2024
A novel approach to anxiety level prediction using small sets of judgment and survey variables
npj Mental Health Research
2024
Unveiling the Influence of Modeling Approach and Gender in Subject Independent Multimodal Emotion Recognition Using EOG and PPG
IEEE Access
2024
An Overview of Approaches and Methods for the Cognitive Workload Estimation in Human–Machine Interaction Scenarios through Wearables Sensors
BioMedInformatics
2023
Lecture Notes in Networks and Systems
2023
The Use of Photoplethysmography in the Assessment of Mental Health: Scoping Review
JMIR Mental Health
2023
A Deep Learning Approach for Atrial Fibrillation Classification Using Multi-Feature Time Series Data from ECG and PPG
Diagnostics
2023
A Survey on Wearable Sensors for Mental Health Monitoring
Sensors
2023
Assessing the Impact of Electrosuit Therapy on Cerebral Palsy: A Study on the Users’ Satisfaction and Potential Efficacy
Brain Sciences
2023
Editorial: Effect of neurophysiological conditions and mental workload on physical and cognitive performances: a multidimensional perspective
Frontiers in Neuroergonomics
2023
Assessing Feasibility of Cognitive Impairment Testing Using Social Robotic Technology Augmented with Affective Computing and Emotional State Detection Systems
Biomimetics
2023
Can Data-Driven Supervised Machine Learning Approaches Applied to Infrared Thermal Imaging Data Estimate Muscular Activity and Fatigue?
Sensors
2022
Automated Affective Computing Based on Bio-Signals Analysis and Deep Learning Approach
Sensors
2022
Emotion Recognition: Photoplethysmography and Electrocardiography in Comparison
Biosensors
2022
Trends in Daily Heart Rate Variability Fluctuations Are Associated with Longitudinal Changes in Stress and Somatisation in Police Officers
Healthcare
2022
2022 5th International Conference on Communications, Signal Processing, and their Applications (ICCSPA)
2022
Diagnostic Features and Potential Applications of PPG Signal in Healthcare: A Systematic Review
Healthcare
2022
Human state anxiety classification framework using EEG signals in response to exposure therapy
PLOS ONE
2022
Machine Learning for Anxiety Detection Using Biosignals: A Review
Diagnostics
2022
Design of a Barometer-Based Pulse-Taking Device With In Vivo Validation Against High-Frequency Ultrasound Pulse Wave Imaging
IEEE Sensors Journal
2021
Infrared Sensors, Devices, and Applications XI
2021
Machine Learning Techniques for Anxiety Disorder
European Journal of Science and Technology
2021
Assessment of Non-Invasive Blood Pressure Prediction from PPG and rPPG Signals Using Deep Learning
Sensors
2021
2021 5th International Conference on Computing Methodologies and Communication (ICCMC)
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