Automated depression detection via cloud based EEG analysis with transfer learning and synchrosqueezed wavelet transform.
- Published in:
- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-02452-7
- By:
- Publication type:
- Article
Works by Shalbaf, Ahmad
Results: 39
1
2
Predicting conversion from MCI to AD by integration of rs-fMRI and clinical information using 3D-convolutional neural network.
- Published in:
- International Journal of Computer Assisted Radiology & Surgery, 2022, v. 17, n. 7, p. 1245, doi. 10.1007/s11548-022-02620-4
- By:
- Publication type:
- Article
3
Monitoring the level of hypnosis using a hierarchical SVM system.
- Published in:
- 2020
- By:
- Publication type:
- journal article
4
Classification of mental workload using brain connectivity and machine learning on electroencephalogram data.
- Published in:
- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-59652-w
- By:
- Publication type:
- Article
5
Estimation of non-alcoholic steatohepatitis (NASH) disease using clinical information based on the optimal combination of intelligent algorithms for feature selection and classification.
- Published in:
- Computer Methods in Biomechanics & Biomedical Engineering, 2024, v. 27, n. 8, p. 964, doi. 10.1080/10255842.2023.2217978
- By:
- Publication type:
- Article
6
Automated prediction of COVID-19 mortality outcome using clinical and laboratory data based on hierarchical feature selection and random forest classifier.
- Published in:
- Computer Methods in Biomechanics & Biomedical Engineering, 2023, v. 26, n. 2, p. 160, doi. 10.1080/10255842.2022.2050906
- By:
- Publication type:
- Article
7
Letter to the Editor Regarding Paper 'Automatic Computation of Left Ventricular Volume Changes over a Cardiac Cycle from Echocardiography Images by Nonlinear Dimensionality Reduction'.
- Published in:
- 2015
- By:
- Publication type:
- Letter
8
Automatic Computation of Left Ventricular Volume Changes Over a Cardiac Cycle from Echocardiography Images by Nonlinear Dimensionality Reduction.
- Published in:
- Journal of Digital Imaging, 2015, v. 28, n. 1, p. 91, doi. 10.1007/s10278-014-9722-z
- By:
- Publication type:
- Article
9
Automatic Classification of Left Ventricular Regional Wall Motion Abnormalities in Echocardiography Images Using Nonrigid Image Registration.
- Published in:
- Journal of Digital Imaging, 2013, v. 26, n. 5, p. 909, doi. 10.1007/s10278-012-9543-x
- By:
- Publication type:
- Article
10
Transfer Learning with Pretrained Convolutional Neural Network for Automated Gleason Grading of Prostate Cancer Tissue Microarrays.
- Published in:
- Journal of Medical Signals & Sensors, 2024, v. 14, n. 1, p. 1, doi. 10.4103/jmss.jmss_42_22
- By:
- Publication type:
- Article
11
Automatic Diagnosis of Stage of COVID-19 Patients using an Ensemble of Transfer Learning with Convolutional Neural Networks Based on Computed Tomography Images.
- Published in:
- Journal of Medical Signals & Sensors, 2023, v. 13, n. 2, p. 101, doi. 10.4103/jmss.jmss_158_21
- By:
- Publication type:
- Article
12
Prediction of treatment response in major depressive disorder using a hybrid of convolutional recurrent deep neural networks and effective connectivity based on EEG signal.
- Published in:
- Physical & Engineering Sciences in Medicine, 2024, v. 47, n. 2, p. 633, doi. 10.1007/s13246-024-01392-2
- By:
- Publication type:
- Article
13
An effective brain connectivity technique to predict repetitive transcranial magnetic stimulation outcome for major depressive disorder patients using EEG signals.
- Published in:
- Physical & Engineering Sciences in Medicine, 2023, v. 46, n. 1, p. 67, doi. 10.1007/s13246-022-01198-0
- By:
- Publication type:
- Article
14
Detection of stage of lung changes in COVID-19 disease based on CT images: a radiomics approach.
- Published in:
- Physical & Engineering Sciences in Medicine, 2022, v. 45, n. 3, p. 747, doi. 10.1007/s13246-022-01140-4
- By:
- Publication type:
- Article
15
Recognition of acute lymphoblastic leukemia and lymphocytes cell subtypes in microscopic images using random forest classifier.
- Published in:
- Physical & Engineering Sciences in Medicine, 2021, v. 44, n. 2, p. 433, doi. 10.1007/s13246-021-00993-5
- By:
- Publication type:
- Article
16
Automatic assessment of regional and global wall motion abnormalities in echocardiography images by nonlinear dimensionality reduction.
- Published in:
- Medical Physics, 2013, v. 40, n. 5, p. 052904, doi. 10.1118/1.4799840
- By:
- Publication type:
- Article
17
Deep Vision Transformer Model for the Prediction of Antidepressants Outcome in Major Depressive Disorder Using Raw EEG Signals.
- Published in:
- Frontiers in Biomedical Technologies, 2025, v. 12, p. 1
- By:
- Publication type:
- Article
18
Assessment of Carotid Artery Vibrations by Using Optical Flow Methods on Ultrasound Images and Optical Flow.
- Published in:
- Frontiers in Biomedical Technologies, 2024, v. 11, n. 4, p. 631, doi. 10.18502/fbt.v11i4.16512
- By:
- Publication type:
- Article
19
Grading the Dominant Pathological Indices in Liver Diseases from Pathological Images Using Radiomics Methods.
- Published in:
- Frontiers in Biomedical Technologies, 2024, v. 11, n. 2, p. 215
- By:
- Publication type:
- Article
20
Emotion Recognition Using Continuous Wavelet Transform and Ensemble of Convolutional Neural Networks through Transfer Learning from Electroencephalogram Signal.
- Published in:
- Frontiers in Biomedical Technologies, 2023, v. 10, n. 1, p. 47, doi. 10.18502/fbt.v10i1.11512
- By:
- Publication type:
- Article
21
Identifying Survival Subtypes of Esophageal Squamous Cell Carcinoma Patients: An Application of Deep Learning in Gene Expression Data Analysis.
- Published in:
- International Journal of Cancer Management, 2024, v. 17, n. 1, p. 1, doi. 10.5812/ijcm-145929
- By:
- Publication type:
- Article
22
Machine learning-based diagnosis and risk classification of coronary artery disease using myocardial perfusion imaging SPECT: A radiomics study.
- Published in:
- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-42142-w
- By:
- Publication type:
- Article
23
Machine learning-based diagnosis and risk classification of coronary artery disease using myocardial perfusion imaging SPECT: A radiomics study.
- Published in:
- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-42142-w
- By:
- Publication type:
- Article
24
A convolutional recurrent neural network with attention for response prediction to repetitive transcranial magnetic stimulation in major depressive disorder.
- Published in:
- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-35545-2
- By:
- Publication type:
- Article
25
Grading of steatosis, fibrosis, lobular inflammation, and ballooning from liver pathology images using pre‐trained convolutional neural networks.
- Published in:
- International Journal of Imaging Systems & Technology, 2023, v. 33, n. 6, p. 2178, doi. 10.1002/ima.22936
- By:
- Publication type:
- Article
26
Left ventricle wall motion quantification from echocardiographic images by non-rigid image registration.
- Published in:
- International Journal of Computer Assisted Radiology & Surgery, 2012, v. 7, n. 5, p. 769, doi. 10.1007/s11548-012-0786-2
- By:
- Publication type:
- Article
27
Deep Learning Approaches for Early Prediction of Conversion from MCI to AD using MRI and Clinical Data: A Systematic Review.
- Published in:
- 2025
- By:
- Publication type:
- Literature Review
28
Statistical Method for Identification of Alzheimer Disease With Multimodal Predictive Markers Mild Cognitive Impairment.
- Published in:
- Basic & Clinical Neuroscience, 2025, v. 16, p. 233, doi. 10.32598/bcn.2024.2034.7
- By:
- Publication type:
- Article
29
Brain Activity Flow and Machine Learning for Predicting Drug Response in Patients With Major Depressive Disorder.
- Published in:
- Basic & Clinical Neuroscience, 2024, v. 15, n. 6, p. 775, doi. 10.32598/bcn.2024.2034.6
- By:
- Publication type:
- Article
30
Graph-based Analysis to Predict Repetitive Transcranial Magnetic Stimulation Treatment Response in Patients With Major Depressive Disorder Using EEG Signals.
- Published in:
- Basic & Clinical Neuroscience, 2024, v. 15, n. 2, p. 199, doi. 10.32598/bcn.2023.2034.5
- By:
- Publication type:
- Article
31
Early MS Identification Using Non-linear Functional Connectivity and Graph-theoretic Measures of Cognitive Task-fMRI Data.
- Published in:
- Basic & Clinical Neuroscience, 2023, v. 14, n. 6, p. 787, doi. 10.32598/bcn.2022.2034.4
- By:
- Publication type:
- Article
32
Classification of Right/Left Hand Motor Imagery by Effective Connectivity Based on Transfer Entropy in Electroencephalogram Signal.
- Published in:
- Basic & Clinical Neuroscience, 2023, v. 14, n. 2, p. 213, doi. 10.32598/bcn.2021.2034.3
- By:
- Publication type:
- Article
33
A Hybrid EEG-based Emotion Recognition Approach Using Wavelet Convolutional Neural Networks and Support Vector Machine.
- Published in:
- Basic & Clinical Neuroscience, 2023, v. 14, n. 1, p. 87, doi. 10.32598/bcn.2021.3133.1
- By:
- Publication type:
- Article
34
Mental Arithmetic Task Recognition Using Effective Connectivity and Hierarchical Feature Selection from EEG Signals.
- Published in:
- Basic & Clinical Neuroscience, 2021, v. 12, n. 6, p. 1, doi. 10.32598/bcn.2021.2034.1
- By:
- Publication type:
- Article
35
Assessment of Anesthesia Depth Using Effective Brain Connectivity Based on Transfer Entropy on EEG Signal.
- Published in:
- Basic & Clinical Neuroscience, 2021, v. 12, n. 2, p. 269, doi. 10.32598/bcn.12.2.2034.2
- By:
- Publication type:
- Article
36
Attention-Based Convolutional Recurrent Deep Neural Networks for the Prediction of Response to Repetitive Transcranial Magnetic Stimulation for Major Depressive Disorder.
- Published in:
- International Journal of Neural Systems, 2023, v. 33, n. 2, p. 1, doi. 10.1142/S0129065723500077
- By:
- Publication type:
- Article
37
Parametric-based feature selection via spherical harmonic coefficients for the left ventricle myocardial infarction screening.
- Published in:
- 2021
- By:
- Publication type:
- journal article
38
Hand Motor Imagery Classification Using Effective Connectivity and Hierarchical Machine Learning in EEG Signals.
- Published in:
- Journal of Biomedical Physics & Engineering, 2022, v. 12, n. 2, p. 161, doi. 10.31661/jbpe.v0i0.1264
- By:
- Publication type:
- Article
39
Automatic classification of severity of COVID‐19 patients using texture feature and random forest based on computed tomography images.
- Published in:
- International Journal of Imaging Systems & Technology, 2022, v. 32, n. 1, p. 102, doi. 10.1002/ima.22679
- By:
- Publication type:
- Article