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Ahmad Shalbaf
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Automated detection of COVID-19 using ensemble of transfer learning with deep convolutional neural network based on CT scans
P Gifani, A Shalbaf, M Vafaeezadeh
International journal of computer assisted radiology and surgery 16, 115-123, 2021
1552021
Transfer learning with deep convolutional neural network for automated detection of schizophrenia from EEG signals
A Shalbaf, S Bagherzadeh, A Maghsoudi
Physical and Engineering Sciences in Medicine 43, 1229-1239, 2020
1102020
Major depressive disorder diagnosis based on effective connectivity in EEG signals: a convolutional neural network and long short-term memory approach
A Saeedi, M Saeedi, A Maghsoudi, A Shalbaf
Cognitive Neurodynamics 15 (2), 239-252, 2021
1092021
Monitoring the depth of anesthesia using a new adaptive neurofuzzy system
A Shalbaf, M Saffar, JW Sleigh, R Shalbaf
IEEE journal of biomedical and health informatics 22 (3), 671-677, 2017
802017
Automatic detection of end-diastole and end-systole from echocardiography images using manifold learning
P Gifani, H Behnam, A Shalbaf, ZA Sani
Physiological measurement 31 (9), 1091, 2010
522010
Prediction of drug response in major depressive disorder using ensemble of transfer learning with convolutional neural network based on EEG
MS Shahabi, A Shalbaf, A Maghsoudi
Biocybernetics and Biomedical Engineering 41 (3), 946-959, 2021
412021
Frontal–temporal functional connectivity of EEG signal by standardized permutation mutual information during anesthesia
F Afshani, A Shalbaf, R Shalbaf, J Sleigh
Cognitive neurodynamics 13, 531-540, 2019
382019
Finger movements classification based on fractional fourier transform coefficients extracted from surface emg signals
Z Taghizadeh, S Rashidi, A Shalbaf
Biomedical Signal Processing and Control 68, 102573, 2021
372021
Granger causality analysis in combination with directed network measures for classification of MS patients and healthy controls using task-related fMRI
F Azarmi, SNM Ashtiani, A Shalbaf, H Behnam, MR Daliri
Computers in biology and medicine 115, 103495, 2019
372019
Detection of schizophrenia using hybrid of deep learning and brain effective connectivity image from electroencephalogram signal
S Bagherzadeh, MS Shahabi, A Shalbaf
Computers in Biology and Medicine 146, 105570, 2022
332022
Monitoring the level of hypnosis using a hierarchical SVM system
A Shalbaf, R Shalbaf, M Saffar, J Sleigh
Journal of Clinical Monitoring and Computing 34, 331-338, 2020
312020
Emotion recognition using effective connectivity and pre-trained convolutional neural networks in EEG signals
S Bagherzadeh, K Maghooli, A Shalbaf, A Maghsoudi
Cognitive Neurodynamics 16 (5), 1087-1106, 2022
302022
Automatic classification of left ventricular regional wall motion abnormalities in echocardiography images using nonrigid image registration
A Shalbaf, H Behnam, Z Alizade-Sani, M Shojaifard
Journal of digital imaging 26, 909-919, 2013
302013
Recognition of acute lymphoblastic leukemia and lymphocytes cell subtypes in microscopic images using random forest classifier
P Mirmohammadi, M Ameri, A Shalbaf
Physical and Engineering Sciences in Medicine 44, 433-441, 2021
282021
Recognition of emotional states using frequency effective connectivity maps through transfer learning approach from electroencephalogram signals
S Bagherzadeh, K Maghooli, A Shalbaf, A Maghsoudi
Biomedical Signal Processing and Control 75, 103544, 2022
242022
Automatic computation of left ventricular volume changes over a cardiac cycle from echocardiography images by nonlinear dimensionality reduction
ZA Sani, A Shalbaf, H Behnam, R Shalbaf
Journal of digital imaging 28 (1), 91, 2015
242015
Left ventricle wall motion quantification from echocardiographic images by non-rigid image registration
A Shalbaf, H Behnam, Z Alizade-Sani, M Shojaifard
International journal of computer assisted radiology and surgery 7, 769-783, 2012
212012
Automatic classification of severity of COVID‐19 patients using texture feature and random forest based on computed tomography images
N Amini, A Shalbaf
International Journal of Imaging Systems and Technology 32 (1), 102-110, 2022
192022
Echocardiography without electrocardiogram using nonlinear dimensionality reduction methods
A Shalbaf, Z AlizadehSani, H Behnam
Journal of Medical Ultrasonics 42, 137-149, 2015
172015
Automatic detection of end systole and end diastole within a sequence of 2-D echocardiographic images using modified Isomap algorithm
A Shalbaf, H Behnam, P Gifani, Z Alizadeh-Sani
2011 1st Middle East Conference on Biomedical Engineering, 217-220, 2011
172011
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