Mohammad B. SHAMSOLLAHI

About Mohammad B. SHAMSOLLAHI

Mohammad B. SHAMSOLLAHI, With an exceptional h-index of 31 and a recent h-index of 21 (since 2020), a distinguished researcher at Sharif University of Technology, specializes in the field of Biomedical Signal Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Low-rank Tensor Restoration for ERP extraction

Investigating causal relationships between cardiovascular signals using effective connectivity assessment measures

ETucker: a constrained tensor decomposition for single trial ERP extraction

Tractable maximum likelihood estimation for latent structure influence models with applications to eeg & ecog processing

Electrode selection for noninvasive fetal electrocardiogram extraction using mutual information criteria

Seizure Prediction in Epileptic Patients Using EEG and Anomaly Detection

The classification of heartbeats from two-channel ECG signals using layered hidden markov model

A new post-processing method using latent structure influence models for channel fusion in automatic sleep staging

Mohammad B. SHAMSOLLAHI Information

University

Position

Iran

Citations(all)

4764

Citations(since 2020)

1755

Cited By

3751

hIndex(all)

31

hIndex(since 2020)

21

i10Index(all)

80

i10Index(since 2020)

40

Email

University Profile Page

Sharif University of Technology

Google Scholar

View Google Scholar Profile

Mohammad B. SHAMSOLLAHI Skills & Research Interests

Biomedical Signal Processing

Top articles of Mohammad B. SHAMSOLLAHI

Title

Journal

Author(s)

Publication Date

Low-rank Tensor Restoration for ERP extraction

Biomedical Signal Processing and Control

Zahra Sohrabi Bonab

Mohammad B Shamsollahi

2024/1/1

Investigating causal relationships between cardiovascular signals using effective connectivity assessment measures

Shaghayegh Bahrami

Mohammad Bagher Shamsollahi

Vahid Ansari

2023/11/30

ETucker: a constrained tensor decomposition for single trial ERP extraction

Physiological Measurement

Behrad TaghiBeyglou

Mohammad Bagher Shamsollahi

2023/7/21

Tractable maximum likelihood estimation for latent structure influence models with applications to eeg & ecog processing

IEEE Transactions on Pattern Analysis and Machine Intelligence

Sajjad Karimi

Mohammad Bagher Shamsollahi

2023/2/10

Electrode selection for noninvasive fetal electrocardiogram extraction using mutual information criteria

arXiv preprint arXiv:2302.00206

Reza Sameni

Frédéric Vrins

Fabienne Parmentier

Christophe Herail

Vincent Vigneron

...

2023/2/1

Seizure Prediction in Epileptic Patients Using EEG and Anomaly Detection

Erfan Mirzaei

Mohammad Bagher Shamsollahi

2022/12/21

The classification of heartbeats from two-channel ECG signals using layered hidden markov model

Frontiers in Biomedical Technologies

Azadeh Sadoughi

Mohammad Bagher Shamsollahi

Emad Fatemizadeh

2022

A new post-processing method using latent structure influence models for channel fusion in automatic sleep staging

IEEE Journal of Biomedical and Health Informatics

Sajjad Karimi

Mohammad Bagher Shamsollahi

2022/12/7

Event Related Potentials Extraction using Low-rank Tensor Decomposition

Zahra Sohrabi Bonab

Mohammad Bagher Shamsollahi

2022/5/17

Wavelet-Based Biphase Analysis of Brain Rhythms in Automated Wake–Sleep Classification

International Journal of Neural Systems

Ehsan Mohammadi

Bahador Makkiabadi

Mohammad Bagher Shamsollahi

Parham Reisi

Saeed Kermani

2022/2/30

Coupled Hidden Markov Models for Estimating Multivariate Transfer Entropy in Neural Mass Models: A Simulation Study

Sajjad Karimi

Mohammad Bagher Shamsollahi

2022/12/21

Automatic detection of respiratory events during sleep from Polysomnography data using Layered Hidden Markov Model

Physiological Measurement

Azadeh Sadoughi

Mohammad Bagher Shamsollahi

Emad Fatemizadeh

2022/1/31

A new blind source separation approach based on dynamical similarity and its application on epileptic seizure prediction

Signal Processing

Hamid Niknazar

Ali Motie Nasrabadi

Mohammad Bagher Shamsollahi

2021/6/1

Apnea bradycardia detection based on new coupled hidden semi Markov model

Medical & Biological Engineering & Computing

Nasim Montazeri Ghahjaverestan

Mohammad Bagher Shamsollahi

Di Ge

Alain Beuchée

Alfredo I Hernández

2021/1

Improving data protection in BSS based secure communication: mixing matrix design

Wireless Networks

Mohammad Reza Aslani

Mohammad Bagher Shamsollahi

Arefeh Nouri

2021/10

Detection of Apnea bradycardia from ECG signals of preterm infants using layered hidden markov model

Annals of biomedical engineering

Azadeh Sadoughi

Mohammad Bagher Shamsollahi

Emad Fatemizadeh

Alain Beuchee

Alfredo I Hernández

...

2021/9

Ensemble multi-modal brain source localization using theory of evidence

Biomedical Signal Processing and Control

Ashkan Oliaiee

Sepideh Hajipour Sardouie

Mohammad Bagher Shamsollahi

2021/8/1

Simultaneous graph learning and blind separation of graph signal sources

IEEE Signal Processing Letters

Aref Einizade

Sepideh Hajipour Sardouie

Mohammad B Shamsollahi

2021/6/30

Interview based connectivity analysis of EEG in order to detect deception

Medical Hypotheses

Marzieh Daneshi Kohan

Ali Motie Nasrabadi

Mohammad Bagher Shamsollahi

2019/12/3

Effective brain connectivity estimation between active brain regions in autism using the dual Kalman-based method

Biomedical Engineering/Biomedizinische Technik

Mehdi Rajabioun

Ali Motie Nasrabadi

Mohammad Bagher Shamsollahi

Robert Coben

2020/1/28

See List of Professors in Mohammad B. SHAMSOLLAHI University(Sharif University of Technology)

Co-Authors

H-index: 36
Jean-Michel Badier

Jean-Michel Badier

Aix-Marseille Université

H-index: 35
Isabelle Merlet

Isabelle Merlet

Université de Rennes 1

H-index: 34
Lotfi Senhadji

Lotfi Senhadji

Université de Rennes 1

H-index: 31
Ali Motie Nasrabadi

Ali Motie Nasrabadi

Shahed University

H-index: 30
Reza Sameni

Reza Sameni

Emory & Henry College

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