Investigating Wavelet Energy Vector for pre-term labor detection using EHG signals. - Matin Beiranvand; Mohammad Shahbakhti; Mehdi Eslamizadeh; Mohammad Reza Bavi; Somayeh Mohammadi Far (SPA, 2017)

A New Efficient Algorithm for Prediction of Preterm Labor. - Mohammad Shahbakhti; Matin Beiramvand; Mohammad Reza Bavi; Somayeh Mohammadi Far (EMBC, 2019)

SWT-kurtosis based algorithm for elimination of electrical shift and linear trend from EEG signals. - Mohammad Shahbakhti; Ana Santos Rodrigues; Piotr Augustyniak; Anna Broniec-Wójcik; Andrius Solosenko; Matin Beiramvand; Vaidotas Marozas (Biomed. Signal Process. Control., 2021)

Prediction of Preterm Delivery from Unbalanced EHG Database. - Somayeh Mohammadi Far; Matin Beiramvand; Mohammad Shahbakhti; Piotr Augustyniak (Sensors, 2022)

Simultaneous Eye Blink Characterization and Elimination From Low-Channel Prefrontal EEG Signals Enhances Driver Drowsiness Detection. - Mohammad Shahbakhti; Matin Beiramvand; Izabela Rejer; Piotr Augustyniak; Anna Broniec-Wójcik; Michal Wierzchon; Vaidotas Marozas (IEEE J. Biomed. Health Informatics, 2022)

Mental Workload Assessment using Low-Channel Prefrontal EEG Signals. - Matin Beiramvand; Tarmo Lipping; Nina Karttunen; Reijo Koivula (MeMeA, 2023)

A Reliable Method to Estimate the Bispectral Index Value Using a Single Frontal EEG Channel for Intra and Inter Subject Variability. - Mohammad Shahbakhti; Matin Beiramvand; Roza Krycinska; Erfan Nasiri; Wei Chen; Jordi Solé-Casals; Michal Wierzchon; Anna Broniec-Wójcik; Piotr Augustyniak; Vaidotas Marozas (MeMeA, 2023)

Prediction of Preterm Labor from the Electrohysterogram Signals Based on Different Gestational Weeks. - Somayeh Mohammadi Far; Matin Beiramvand; Mohammad Shahbakhti; Piotr Augustyniak (Sensors, 2023)

Combination of Empirical Mode Decomposition and Hjorth Parameters for Prediction of Preterm Labor using Electrohysterogram Signals. - Somayeh Mohammadi Far; Matin Beiramvand; Mohammad Shahbakhti; Piotr Augustyniak (EMBC, 2024)

Utilizing Slope Entropy as an Effective Index for Wearable EEG-Based Depth of Anesthesia Monitoring. - Mohammad Shahbakhti; Matin Beiramvand; Somayeh Mohammadi Far; Jordi Solé-Casals; Tarmo Lipping; Piotr Augustyniak (EMBC, 2024)

Assessment of Mental Workload in Real-Life Setup using EEG Synchronization Measures. - Tarmo Lipping; Matin Beiramvand (MetroInd4.0 & IoT, 2024)

Assessment of Mental Workload Using a Transformer Network and Two Prefrontal EEG Channels: An Unparameterized Approach. - Matin Beiramvand; Mohammad Shahbakhti; Nina Karttunen; Reijo Koivula; Jari Juhani Turunen; Tarmo Lipping (IEEE Trans. Instrum. Meas., 2024)