Investigation of two methods based on Empirical Mode Decomposition for removal of real and contaminated blink from EEG. - Mohammad Shahbakhti; Mohsen Naji; Zahra Zareei (FUSION, 2013)

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)

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)

Respiratory Rate Extraction from Neonatal Near-Infrared Spectroscopy Signals. - Naser Hakimi; Mohammad Shahbakhti; Jörn M. Horschig; Thomas Alderliesten; Frank van Bel; Willy N. J. M. Colier; Jeroen Dudink (Sensors, 2023)

Estimation of Respiratory Rate during Biking with a Single Sensor Functional Near-Infrared Spectroscopy (fNIRS) System. - Mohammad Shahbakhti; Naser Hakimi; Jörn M. Horschig; Marianne J. Floor-Westerdijk; Jurgen Claassen; Willy N. J. M. Colier (Sensors, 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 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)