Matin Beiram Vand

Research output

Research output per year 2015 2023 2023

• 6 Conference contribution
• 6 Article

Research output per year

Research output per year

Search results

• 2023

  A Reliable Method to Estimate the Bispectral Index Value Using a Single Frontal EEG Channel for Intra and Inter Subject Variability

  Shahbakhti, M., Beiramvand, M., Krycinska, R., Nasiri, E., Chen, W., Solé-Casals, J., Wierzchon, M., Broniec-Wójcik, A., Augustyniak, P. & Marozas, V., 2023, 2023 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2023 - Conference Proceedings. IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Electroencephalography 100%
  • Anesthetics 37%
  • Monitoring 29%
  • Random forests 27%
  • Developing countries 27%

• Fusion of EEG and Eye Blink Analysis for Detection of Driver Fatigue

  Shahbakhti, M., vand, M. B., Nasiri, E., Far, S. M., Chen, W., Solé-Casals, J., Wierzchoń, M., Broniec, A., Augustyniak, P. & Marozas, V., 2023, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 31, p. 2037-2046

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Electroencephalography 100%
  • Fatigue 87%
  • Fusion reactions 83%
  • Fatigue of materials 71%
  • Eye 64%
  7 Downloads (Pure)

• Mental Workload Assessment using Low-Channel Prefrontal EEG Signals

  Beiramvand, M., Lipping, T., Karttunen, N. & Koivula, R., 2023, 2023 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2023 - Conference Proceedings. IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  Open Access

  File

  • Electroencephalography 100%
  • Adaptive boosting 40%
  • Monitoring 29%
  • Classifiers 24%
  • Wearable technology 19%

• Prediction of Preterm Labor from the Electrohysterogram Signals Based on Different Gestational Weeks

  Mohammadi Far, S., Beiramvand, M., Shahbakhti, M. & Augustyniak, P., Jul 2023, In: Sensors. 23, 13, 5965.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Area Under the Curve 100%
  • Classifier 95%
  • labor 92%
  • Premature Obstetric Labor 81%
  • pregnancy 59%
  1 Downloads (Pure)

• The Importance of Gender Specification for Detection of Driver Fatigue using a Single EEG Channel

  Shahbakhti, M., Beiramvand, M., Nasiri, E., Chen, W., Solé-Casals, J., Wierzchon, M., Broniec-Wójcik, A., Augustyniak, P. & Marozas, V., 2023, BMEiCON 2022 - 14th Biomedical Engineering International Conference. IEEE, 3 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

  • Electroencephalography 100%
  • Fatigue of materials 71%
  • Specifications 67%
  • Discrete wavelet transforms 28%
  • Entropy 21%
• 2022

  Simultaneous Eye Blink Characterization and Elimination From Low-Channel Prefrontal EEG Signals Enhances Driver Drowsiness Detection

  Shahbakhti, M., Beiramvand, M., Rejer, I., Augustyniak, P., Broniec, A., Wierzchoń, M. & Marozas, V., Mar 2022, In: IEEE Journal of Biomedical and Health Informatics.

  Research output: Contribution to journal › Article › Scientific › peer-review
• 2021

  SWT-kurtosis based algorithm for elimination of electrical shift and linear trend from EEG signals

  Shahbakhti, M., Rodrigues, A. S., Augustyniak, P., Broniec-Wójcik, A., Sološenko, A., Beiramvand, M. & Marozas, V., Mar 2021, In: Biomedical Signal Processing and Control. 65, 102373.

  Research output: Contribution to journal › Article › Scientific › peer-review

• VME-DWT: An Efficient Algorithm for Detection and Elimination of Eye Blink From Short Segments of Single EEG Channel

  Shahbakhti, M., Beiramvand, M., Nazari, M., Broniec, A., Augustyniak, P., Rodrigues, A., Wierzchoń, M. & Marozas, V., 2021, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 29, p. 408 - 417

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
  2 Downloads (Pure)
• 2019

  A New Efficient Algorithm for Prediction of Preterm Labor

  Shahbakhti, M., Beiramvand, M., Bavi, M. R. & Far, S. M., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). p. 4669-4672 (Proceedings of the annual international conference of the IEEE Engineering in Medicine and Biology Society).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

• Low Complexity Automatic Stationary Wavelet Transform for Elimination of Eye Blinks from EEG

  Shahbakhti, M., Maugeon, M., Beiramvand, M. & Marozas, V., 2 Dec 2019, In: Brain Sciences. 9, 12, 352.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Wavelet Analysis 100%
  • Electroencephalography 60%
  • Eye 44%
  • Signal-To-Noise Ratio 40%
  • Artifacts 34%
  7 Downloads (Pure)
• 2017

  Investigating Wavelet Energy Vector for pre-term labor detection using EHG signals

  Beiranvand, M., Shahbakhti, M., Eslamizadeh, M., Bavi, M. & Mohammadifar, S., Sept 2017, 2017 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA). (Signal processing algorithms, architectures, arrangements, and applications conference proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
• 2015

  Prediction of preterm labor from EHG signals using statistical and non-linear features

  Far, D. T., Beiranvand, M. & Shahbakhti, M., Nov 2015, 2015 8th Biomedical Engineering International Conference (BMEiCON).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review