Mastaneh Torkamani-Azar

Orcid: 0000-0001-6172-7842

According to our database1, Mastaneh Torkamani-Azar authored at least 9 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
A Hybrid End-to-End Spatiotemporal Attention Neural Network With Graph-Smooth Signals for EEG Emotion Recognition.
IEEE Trans. Cogn. Dev. Syst., April, 2024

2023
A Hybrid End-to-End Spatio-Temporal Attention Neural Network with Graph-Smooth Signals for EEG Emotion Recognition.
CoRR, 2023

2022
Methods and Measures for Mental Stress Assessment in Surgery: A Systematic Review of 20 Years of Literature.
IEEE J. Biomed. Health Informatics, 2022

Automated tool detection with deep learning for monitoring kinematics and eye-hand coordination in microsurgery.
Comput. Biol. Medicine, 2022

2021
EEG Emotion Recognition via Graph-based Spatio-Temporal Attention Neural Networks.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Prediction of Reaction Time and Vigilance Variability From Spatio-Spectral Features of Resting-State EEG in a Long Sustained Attention Task.
IEEE J. Biomed. Health Informatics, 2020

Prediction of Motor Imagery Performance based on Pre-Trial Spatio-Spectral Alertness Features.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Prediction of Reaction Time and Vigilance Variability from Spatiospectral Features of Resting-State EEG in a Long Sustained Attention Task.
CoRR, 2019

Prediction of Response Time and Vigilance Score in a Sustained Attention Task from Pre-trial Phase Synchrony using Deep Neural Networks.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019


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