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Application of artificial intelligence in pancreas endoscopic ultrasound imaging- A systematic review

Computer Methods and Programs in Biomedicine
2024 | Journal article
EID:

2-s2.0-85192213336

Part of ISSN: 18727565 01692607
Contributors: Rousta, F.; Esteki, A.; shalbaf, A.; Sadeghi, A.; Moghadam, P.K.; Voshagh, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Application of artificial intelligence techniques for non-alcoholic fatty liver disease diagnosis: A systematic review (2005–2023)

Computer Methods and Programs in Biomedicine
2024 | Journal article
EID:

2-s2.0-85182163692

Part of ISSN: 18727565 01692607
Contributors: Zamanian, H.; Shalbaf, A.; Zali, M.R.; Khalaj, A.R.; Dehghan, P.; Tabesh, M.; Hatami, B.; Alizadehsani, R.; Tan, R.-S.; Acharya, U.R.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Assessment of Carotid Artery Vibrations by Using Optical Flow Methods on Ultrasound Images and Optical Flow

Frontiers in Biomedical Technologies
2024 | Journal article
EID:

2-s2.0-85206845996

Part of ISSN: 23455837 23455829
Contributors: Rabiee, S.; Rangraz, P.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Classification of mental workload using brain connectivity and machine learning on electroencephalogram data

Scientific Reports
2024 | Journal article
EID:

2-s2.0-85191098369

Part of ISSN: 20452322
Contributors: Safari, M.; Shalbaf, R.; Bagherzadeh, S.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Classification of mental workload with EEG analysis by using effective connectivity and a hybrid model of CNN and LSTM

Computer Methods in Biomechanics and Biomedical Engineering
2024 | Journal article
EID:

2-s2.0-85200161159

Part of ISSN: 14768259 10255842
Contributors: Safari, M.; Shalbaf, R.; Bagherzadeh, S.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Deep Learning Approaches for Early Prediction of Conversion from MCI to AD using MRI and Clinical Data: A Systematic Review

Archives of Computational Methods in Engineering
2024 | Journal article
EID:

2-s2.0-85205048600

Part of ISSN: 18861784 11343060
Contributors: Valizadeh, G.; Elahi, R.; Hasankhani, Z.; Rad, H.S.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Developing an EEG-Based Emotion Recognition Using Ensemble Deep Learning Methods and Fusion of Brain Effective Connectivity Maps

IEEE Access
2024 | Journal article
EID:

2-s2.0-85189609523

Part of ISSN: 21693536
Contributors: Bagherzadeh, S.; Shalbaf, A.; Shoeibi, A.; Jafari, M.; Tan, R.-S.; Rajendra Acharya, U.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Diagnosis of Parkinson Disease from EEG Signals Using a CNN-LSTM Model and Explainable AI

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2024 | Conference paper
EID:

2-s2.0-85197107128

Part of ISBN: 9783031611391
Part of ISSN: 16113349 03029743
Contributors: Bdaqli, M.; Shoeibi, A.; Moridian, P.; Sadeghi, D.; Pouyani, M.F.; Shalbaf, A.; Gorriz, J.M.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

EEG-based schizophrenia detection using fusion of effective connectivity maps and convolutional neural networks with transfer learning

Cognitive Neurodynamics
2024 | Journal article
EID:

2-s2.0-85192541795

Part of ISSN: 18714099 18714080
Contributors: Bagherzadeh, S.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Estimation of non-alcoholic steatohepatitis (NASH) disease using clinical information based on the optimal combination of intelligent algorithms for feature selection and classification

Computer Methods in Biomechanics and Biomedical Engineering
2024 | Journal article
EID:

2-s2.0-85160699102

Part of ISSN: 14768259 10255842
Contributors: Zamanian, H.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Grading the Dominant Pathological Indices in Liver Diseases from Pathological Images Using Radiomics Methods

Frontiers in Biomedical Technologies
2024 | Journal article
EID:

2-s2.0-85191760006

Part of ISSN: 23455837 23455829
Contributors: Zamanian, H.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Graph-based Analysis to Predict Repetitive Transcranial MagneticStimulationTreatmentResponseinPatientsWith MajorDepressiveDisorderUsingEEGSignals

Basic and Clinical Neuroscience
2024 | Journal article
EID:

2-s2.0-85194757527

Part of ISSN: 22287442
Contributors: Nobakhsh, B.; Shalbaf, A.; Rostami, R.; Kazemi, R.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Identifying Survival Subtypes of Esophageal Squamous Cell Carcinoma Patients: An Application of Deep Learning in Gene Expression Data Analysis

International Journal of Cancer Management
2024 | Journal article
EID:

2-s2.0-85206980509

Part of ISSN: 2538497X 25384422
Contributors: Kousehlou, Z.; Hajizadeh, E.; Tapak, L.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Machine learning approaches for early detection of non-alcoholic steatohepatitis based on clinical and blood parameters

Scientific reports
2024 | Journal article
EID:

2-s2.0-85183762790

Part of ISSN: 20452322
Contributors: Naderi Yaghouti, A.R.; Zamanian, H.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Prediction of treatment response in major depressive disorder using a hybrid of convolutional recurrent deep neural networks and effective connectivity based on EEG signal

Physical and Engineering Sciences in Medicine
2024 | Journal article
EID:

2-s2.0-85185294513

Part of ISSN: 26624737 26624729
Contributors: Mirjebreili, S.M.; Shalbaf, R.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Transfer learning with pretrained convolutional neural network for automated gleason grading of prostate cancer tissue microarrays

Journal of Medical Signals and Sensors
2024 | Journal article
EID:

2-s2.0-85188655999

Part of ISSN: 22287477
Contributors: Gifani, P.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

A convolutional recurrent neural network with attention for response prediction to repetitive transcranial magnetic stimulation in major depressive disorder

Scientific Reports
2023 | Journal article
EID:

2-s2.0-85162748969

Part of ISSN: 20452322
Contributors: Shahabi, M.S.; Shalbaf, A.; Rostami, R.; Kazemi, R.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

A Hybrid EEG-Based Emotion Recognition Approach Using Wavelet Convolutional Neural Networks (WCNN) and Support Vector Machine

Basic and Clinical Neuroscience
2023 | Journal article
EID:

2-s2.0-85149709932

Part of ISSN: 22287442 2008126X
Contributors: Bagherzadeh, S.; Maghooli, K.; Shalbaf, A.; Maghsoudi, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

An effective brain connectivity technique to predict repetitive transcranial magnetic stimulation outcome for major depressive disorder patients using EEG signals

Physical and Engineering Sciences in Medicine
2023 | Journal article
EID:

2-s2.0-85142928491

Part of ISSN: 26624737 26624729
Contributors: Nobakhsh, B.; Shalbaf, A.; Rostami, R.; Kazemi, R.; Rezaei, E.; Shalbaf, R.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder

International Journal of Neural Systems
2023 | Journal article
EID:

2-s2.0-85147089466

Part of ISSN: 17936462 01290657
Contributors: Shahabi, M.S.; Shalbaf, A.; Nobakhsh, B.; Rostami, R.; Kazemi, R.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Automated prediction of COVID-19 mortality outcome using clinical and laboratory data based on hierarchical feature selection and random forest classifier

Computer Methods in Biomechanics and Biomedical Engineering
2023 | Journal article
EID:

2-s2.0-85126777350

Part of ISSN: 14768259 10255842
Contributors: Amini, N.; Mahdavi, M.; Choubdar, H.; Abedini, A.; Shalbaf, A.; Lashgari, R.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Automatic diagnosis of stage of COVID-19 patients using an ensemble of transfer learning with convolutional neural networks based on computed tomography images

Journal of Medical Signals and Sensors
2023 | Journal article
EID:

2-s2.0-85164969391

Part of ISSN: 22287477
Contributors: Gifani, P.; Vafaeezadeh, M.; Ghorbani, M.; Mehri-Kakavand, G.; Pursamimi, M.; Shalbaf, A.; Davanloo, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Classification of Right/Left Hand Motor Imagery by Effective Connectivity Based on Transfer Entropy in Electroencephalogram Signal

Basic and Clinical Neuroscience
2023 | Journal article
EID:

2-s2.0-85163456699

Part of ISSN: 22287442
Contributors: Rezaei, E.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Early MS Identification Using Non-linear Functional Connectivity and Graph-theoretic Measures of Cognitive Task-fMRI Data

Basic and Clinical Neuroscience
2023 | Journal article
EID:

2-s2.0-85188241085

Part of ISSN: 22287442
Contributors: Azarmi, F.; Shalbaf, A.; Ashtiani, S.N.M.; Behnam, H.; Daliri, M.R.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

EEG-Based Schizophrenia Detection Using Fusion of Effective Connectivity Maps and Convolutional Neural Networks with Transfer Learning

SSRN
2023 | Other
EID:

2-s2.0-85152356829

Part of ISSN: 15565068
Contributors: Bagherzadeh, S.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Emotion recognition in EEG signals using deep learning methods: A review

Computers in Biology and Medicine
2023 | Journal article
EID:

2-s2.0-85170642708

Part of ISSN: 18790534 00104825
Contributors: Jafari, M.; Shoeibi, A.; Khodatars, M.; Bagherzadeh, S.; Shalbaf, A.; García, D.L.; Gorriz, J.M.; Acharya, U.R.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Emotion Recognition Using Continuous Wavelet Transform and Ensemble of Convolutional Neural Networks through Transfer Learning from Electroencephalogram Signal

Frontiers in Biomedical Technologies
2023 | Journal article
EID:

2-s2.0-85147424502

Part of ISSN: 23455837 23455829
Contributors: Bagherzadeh, S.; Maghooli, K.; Shalbaf, A.; Maghsoudi, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Grading of steatosis, fibrosis, lobular inflammation, and ballooning from liver pathology images using pre-trained convolutional neural networks

International Journal of Imaging Systems and Technology
2023 | Journal article
EID:

2-s2.0-85164170929

Part of ISSN: 10981098 08999457
Contributors: Zamanian, H.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Machine learning-based diagnosis and risk classification of coronary artery disease using myocardial perfusion imaging SPECT: A radiomics study

Scientific Reports
2023 | Journal article
EID:

2-s2.0-85170396368

Part of ISSN: 20452322
Contributors: Amini, M.; Pursamimi, M.; Hajianfar, G.; Salimi, Y.; Saberi, A.; Mehri-Kakavand, G.; Nazari, M.; Ghorbani, M.; Shalbaf, A.; Shiri, I. et al.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

PREDICTION OF RENAL TRANSPLANTATION OUTCOME USING ARTIFICIAL NEURAL NETWORKS AND INVESTIGATING IMPORTANT RISK FACTORS

Urologiia
2023 | Journal article
EID:

2-s2.0-85174641341

Part of ISSN: 24149020 17282985
Contributors: Zanghaei, A.; Rostami, Z.; Ameri, A.; Salesi, M.; Akhlaghi, A.; Shalbaf, A.; Doosti, H.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Prediction of response to repetitive transcranial magnetic stimulation for major depressive disorder using hybrid Convolutional recurrent neural networks and raw Electroencephalogram Signal

Cognitive Neurodynamics
2023 | Journal article
EID:

2-s2.0-85138810515

Part of ISSN: 18714099 18714080
Contributors: Shahabi, M.S.; Shalbaf, A.; Rostami, R.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Prediction of treatment outcome for repetitive transcranial magnetic stimulation in major depressive disorder using connectivity measures and ensemble of pre-trained deep learning models

Biomedical Signal Processing and Control
2023 | Journal article
EID:

2-s2.0-85150471360

Part of ISSN: 17468108 17468094
Contributors: Sadat Shahabi, M.; Nobakhsh, B.; Shalbaf, A.; Rostami, R.; Kazemi, R.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Prediction of Treatment Outcome in Major Depressive Disorder Using Ensemble of Hybrid Transfer Learning and Long Short-Term Memory Based on EEG Signal

IEEE Transactions on Cognitive and Developmental Systems
2023 | Journal article
EID:

2-s2.0-85139440085

Part of ISSN: 23798939 23798920
Contributors: Shahabi, M.S.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Prediction of Treatment Response in Major Depressive Disorder using a Hybrid of Convolutional Recurrent Deep Neural Networks and Effective connectivity based on EEG Signal

Research Square
2023 | Other
EID:

2-s2.0-85167647791

Contributors: Mirjebreili, S.M.; Shalbaf, R.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Automatic classification of severity of COVID-19 patients using texture feature and random forest based on computed tomography images

International Journal of Imaging Systems and Technology
2022 | Journal article
EID:

2-s2.0-85119874340

Part of ISSN: 10981098 08999457
Contributors: Amini, N.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Automatic diagnosis of severity of COVID-19 patients using an ensemble of transfer learning models with convolutional neural networks in CT images

Polish Journal of Medical Physics and Engineering
2022 | Journal article
EID:

2-s2.0-85135737702

Part of ISSN: 18980309 14254689
Contributors: Shalbaf, A.; Gifani, P.; Mehri-Kakavand, G.; Pursamimi, M.; Ghorbani, M.; Davanloo, A.A.; Vafaeezadeh, M.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Detection of schizophrenia patients using convolutional neural networks from brain effective connectivity maps of electroencephalogram signals

Tehran University Medical Journal
2022 | Journal article
EID:

2-s2.0-85126649801

Part of ISSN: 17357322 16831764
Contributors: Bagherzadeh, S.; Maghsoudi, A.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Detection of schizophrenia using hybrid of deep learning and brain effective connectivity image from electroencephalogram signal

Computers in Biology and Medicine
2022 | Journal article
EID:

2-s2.0-85129413998

Part of ISSN: 18790534 00104825
Contributors: Bagherzadeh, S.; Shahabi, M.S.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Detection of stage of lung changes in COVID-19 disease based on CT images: a radiomics approach

Physical and Engineering Sciences in Medicine
2022 | Journal article
EID:

2-s2.0-85133605007

Part of ISSN: 26624737 26624729
Contributors: Mehrpouyan, M.; Zamanian, H.; Mehri-Kakavand, G.; Pursamimi, M.; Shalbaf, A.; Ghorbani, M.; Abbaskhani Davanloo, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Early prediction of COVID-19 mortality risk based on demographic, vital sign and blood test

Tehran University Medical Journal
2022 | Journal article
EID:

2-s2.0-85126725865

Part of ISSN: 17357322 16831764
Contributors: Shalbaf, A.; Amini, N.; Choubdar, H.; Mahdavi, M.; Abedini, A.; Lashgari, R.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Emotion recognition using effective connectivity and pre-trained convolutional neural networks in EEG signals

Cognitive Neurodynamics
2022 | Journal article
EID:

2-s2.0-85122687523

Part of ISSN: 18714099 18714080
Contributors: Bagherzadeh, S.; Maghooli, K.; Shalbaf, A.; Maghsoudi, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Hand Motor Imagery Classification Using Effective Connectivity and Hierarchical Machine Learning in EEG Signals

Journal of Biomedical Physics and Engineering
2022 | Journal article
EID:

2-s2.0-85128342205

Part of ISSN: 22517200
Contributors: Maghsoudi, A.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Predicting conversion from MCI to AD by integration of rs-fMRI and clinical information using 3D-convolutional neural network

International Journal of Computer Assisted Radiology and Surgery
2022 | Journal article
EID:

2-s2.0-85128220647

Part of ISSN: 18616429 18616410
Contributors: Ghafoori, S.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Recognition of emotional states using frequency effective connectivity maps through transfer learning approach from electroencephalogram signals

Biomedical Signal Processing and Control
2022 | Journal article
EID:

2-s2.0-85124309669

Part of ISSN: 17468108 17468094
Contributors: Bagherzadeh, S.; Maghooli, K.; Shalbaf, A.; Maghsoudi, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Assessment of anesthesia depth using effective brain connectivity based on transfer entropy on eeg signal

Basic and Clinical Neuroscience
2021 | Journal article
EID:

2-s2.0-85107270666

Part of ISSN: 22287442 2008126X
Contributors: Sanjari, N.; Shalbaf, A.; Shalbaf, R.; Sleigh, J.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Automated detection of COVID-19 using ensemble of transfer learning with deep convolutional neural network based on CT scans

International Journal of Computer Assisted Radiology and Surgery
2021 | Journal article
EID:

2-s2.0-85095981304

Part of ISSN: 18616429 18616410
Contributors: gifani, P.; Shalbaf, A.; Vafaeezadeh, M.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Automatic classification of Non-alcoholic fatty liver using texture features from ultrasound images

Tehran University Medical Journal
2021 | Journal article
EID:

2-s2.0-85103015986

Part of ISSN: 17357322 16831764
Contributors: Yaghouti, A.R.N.; Shalbaf, A.; Maghsoudi, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Compensation of brain shift during surgery using non-rigid registration of MR and ultrasound images

Tehran University Medical Journal
2021 | Journal article
EID:

2-s2.0-85097866003

Part of ISSN: 17357322 16831764
Contributors: Jalalzadeh, A.H.; Shalbaf, A.; Maghsoudi, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Finger movements classification based on fractional Fourier transform coefficients extracted from surface EMG signals

Biomedical Signal Processing and Control
2021 | Journal article
EID:

2-s2.0-85102744375

Part of ISSN: 17468108 17468094
Contributors: Taghizadeh, Z.; Rashidi, S.; Shalbaf, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier

Identification of mild cognitive impairment disease using brain functional connectivity and graph analysis in fMRI data

Tehran University Medical Journal
2021 | Journal article
EID:

2-s2.0-85106624887

Part of ISSN: 17357322 16831764
Contributors: Kiani, H.M.; Shalbaf, A.; Maghsoudi, A.
Source: Self-asserted source
Ahmad Shalbaf via Scopus - Elsevier
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Peer review (26 reviews for 5 publications/grants)

Review activity for Australasian physical & engineering sciences in medicine. (1)
Review activity for Biomedical signal processing and control. (9)
Review activity for Computers in biology and medicine. (10)
Review activity for Heliyon. (5)
Review activity for Psychiatry research. (1)