Babak Mohammadzadeh Asl

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 28

Top Topics

Covariance Matrix

Top Venues

Comput. Methods Programs Biomed.

Biomed. Signal Process. Control.

Comput. Biol. Medicine

IEEE J. Biomed. Health Informatics

Publications

Samandokht Rashidi, Babak Mohammadzadeh Asl
Strength of ensemble learning in automatic sleep stages classification using single-channel EEG and ECG signals. Medical Biol. Eng. Comput. 62 (4) (2024)
Roya Paridar, Babak Mohammadzadeh Asl
A Low-Complexity Compressive Sensing Algorithm for Point Target Detection Using Ultrafast Plane Wave Imaging. IEEE Access 12 (2024)
Sahar Ramezani Moghadam, Babak Mohammadzadeh Asl
Automatic diagnosis and localization of myocardial infarction using morphological features of ECG signal. Biomed. Signal Process. Control. 83 (2023)
Haniye Shayeste, Babak Mohammadzadeh Asl
Heterogeneous Recurrence Analysis of Imaged-EEG for Spatio-Temporal Epileptic Seizure Detection. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Haniye Shayeste, Babak Mohammadzadeh Asl
Automatic seizure detection based on Gray Level Co-occurrence Matrix of STFT imaged-EEG. Biomed. Signal Process. Control. 79 (Part) (2023)
Seyyed Abbas Shah Karam, Declan O'Loughlin, Babak Mohammadzadeh Asl
A novel sophisticated form of DMAS beamformer: Application to breast cancer detection. Biomed. Signal Process. Control. 74 (2022)
Asghar Zarei, Hossein Beheshti, Babak Mohammadzadeh Asl
Detection of sleep apnea using deep neural networks and single-lead ECG signals. Biomed. Signal Process. Control. 71 (Part) (2022)
Kian Esmailian, Babak Mohammadzadeh Asl
Correlation-based modified delay-multiply-and-sum beamforming applied to medical ultrasound imaging. Comput. Methods Programs Biomed. 226 (2022)
Asghar Zarei, Babak Mohammadzadeh Asl
Classification of code-modulated visual evoked potentials using adaptive modified covariance beamformer and EEG signals. Comput. Methods Programs Biomed. 221 (2022)
Alireza Talesh Jafadideh, Babak Mohammadzadeh Asl
Rest-fMRI based comparison study between autism spectrum disorder and typically control using graph frequency bands. Comput. Biol. Medicine 146 (2022)
Alireza Talesh Jafadideh, Babak Mohammadzadeh Asl
A new data covariance matrix estimation for improving minimum variance brain source localization. Comput. Biol. Medicine 143 (2022)
Asghar Zarei, Babak Mohammadzadeh Asl
Automatic detection of code-modulated visual evoked potentials using novel covariance estimators and short-time EEG signals. Comput. Biol. Medicine 147 (2022)
Alireza Talesh Jafadideh, Babak Mohammadzadeh Asl
Topological analysis of brain dynamics in autism based on graph and persistent homology. Comput. Biol. Medicine 150 (2022)
Asghar Zarei, Babak Mohammadzadeh Asl
Automatic seizure detection using orthogonal matching pursuit, discrete wavelet transform, and entropy based features of EEG signals. Comput. Biol. Medicine 131 (2021)
Ebrahim Khalili, Babak Mohammadzadeh Asl
Automatic Sleep Stage Classification Using Temporal Convolutional Neural Network and New Data Augmentation Technique from Raw Single-Channel EEG. Comput. Methods Programs Biomed. 204 (2021)
Jamileh Karimi, Babak Mohammadzadeh Asl
Automatic detection of non-apneic sleep arousal regions from polysomnographic recordings. Biomed. Signal Process. Control. 66 (2021)
Atefeh Shariat, Asghar Zarei, Sanaz Ahmadi Karvigh, Babak Mohammadzadeh Asl
Automatic detection of epileptic seizures using Riemannian geometry from scalp EEG recordings. Medical Biol. Eng. Comput. 59 (7) (2021)
Ramtin Hamavar, Babak Mohammadzadeh Asl
Seizure onset detection based on detection of changes in brain activity quantified by evolutionary game theory model. Comput. Methods Programs Biomed. 199 (2021)
Asghar Zarei, Babak Mohammadzadeh Asl
Performance evaluation of the spectral autocorrelation function and autoregressive models for automated sleep apnea detection using single-lead ECG signal. Comput. Methods Programs Biomed. 195 (2020)
Asghar Zarei, Babak Mohammadzadeh Asl
Automatic classification of apnea and normal subjects using new features extracted from HRV and ECG-derived respiration signals. Biomed. Signal Process. Control. 59 (2020)
Asghar Zarei, Babak Mohammadzadeh Asl
Automatic Detection of Obstructive Sleep Apnea Using Wavelet Transform and Entropy-Based Features From Single-Lead ECG Signal. IEEE J. Biomed. Health Informatics 23 (3) (2019)
Alireza Talesh Jafadideh, Babak Mohammadzadeh Asl
Modified Dominant Mode Rejection Beamformer for Localizing Brain Activities When Data Covariance Matrix Is Rank Deficient. IEEE Trans. Biomed. Eng. 66 (8) (2019)
Mostafa Jahanifar, Neda Zamani Tajeddin, Babak Mohammadzadeh Asl, Ali Gooya
Supervised Saliency Map Driven Segmentation of Lesions in Dermoscopic Images. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Neda Zamani Tajeddin, Babak Mohammadzadeh Asl
Melanoma recognition in dermoscopy images using lesion's peripheral region information. Comput. Methods Programs Biomed. 163 (2018)
Zahra Rezaei Khavas, Babak Mohammadzadeh Asl
Robust heartbeat detection using multimodal recordings and ECG quality assessment with signal amplitudes dispersion. Comput. Methods Programs Biomed. 163 (2018)
Hajar Ahmadieh, Babak Mohammadzadeh Asl
Fetal ECG extraction via Type-2 adaptive neuro-fuzzy inference systems. Comput. Methods Programs Biomed. 142 (2017)
Mostafa Jahanifar, Neda Zamani Tajeddin, Ali Gooya, Babak Mohammadzadeh Asl
Segmentation of Lesions in Dermoscopy Images Using Saliency Map And Contour Propagation. CoRR (2017)
Azam Davari Dolatabadi, Siamak Esmael Zadeh Khadem, Babak Mohammadzadeh Asl
Automated diagnosis of coronary artery disease (CAD) patients using optimized SVM. Comput. Methods Programs Biomed. 138 (2017)
Fatemeh Shahbazi, Babak Mohammadzadeh Asl
Generalized discriminant analysis for congestive heart failure risk assessment based on long-term heart rate variability. Comput. Methods Programs Biomed. 122 (2) (2015)
Babak Mohammadzadeh Asl, Seyed Kamaledin Setarehdan, Maryam Mohebbi
Support vector machine-based arrhythmia classification using reduced features of heart rate variability signal. Artif. Intell. Medicine 44 (1) (2008)
Babak Mohammadzadeh Asl, Seyed Kamaledin Setarehdan
Neural network based arrhythmia classification using Heart Rate Variability signal. EUSIPCO (2006)