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For: Attallah O. An Effective Mental Stress State Detection and Evaluation System Using Minimum Number of Frontal Brain Electrodes. Diagnostics (Basel) 2020;10:E292. [PMID: 32397517 PMCID: PMC7278014 DOI: 10.3390/diagnostics10050292] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 04/28/2020] [Accepted: 05/01/2020] [Indexed: 11/16/2022]  Open
Number Cited by Other Article(s)
1
Coman DA, Ionita S, Lita I. Evaluation of EEG Signals by Spectral Peak Methods and Statistical Correlation for Mental State Discrimination Induced by Arithmetic Tasks. SENSORS (BASEL, SWITZERLAND) 2024;24:3316. [PMID: 38894108 PMCID: PMC11174818 DOI: 10.3390/s24113316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 05/16/2024] [Accepted: 05/20/2024] [Indexed: 06/21/2024]
2
Attallah O. ADHD-AID: Aiding Tool for Detecting Children's Attention Deficit Hyperactivity Disorder via EEG-Based Multi-Resolution Analysis and Feature Selection. Biomimetics (Basel) 2024;9:188. [PMID: 38534873 DOI: 10.3390/biomimetics9030188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 03/12/2024] [Accepted: 03/13/2024] [Indexed: 03/28/2024]  Open
3
Ahmed MAO, Satar YA, Darwish EM, Zanaty EA. Synergistic integration of Multi-View Brain Networks and advanced machine learning techniques for auditory disorders diagnostics. Brain Inform 2024;11:3. [PMID: 38219249 PMCID: PMC10788326 DOI: 10.1186/s40708-023-00214-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 12/06/2023] [Indexed: 01/16/2024]  Open
4
Weerasinghe MMA, Wang G, Whalley J, Crook-Rumsey M. Mental stress recognition on the fly using neuroplasticity spiking neural networks. Sci Rep 2023;13:14962. [PMID: 37696860 PMCID: PMC10495416 DOI: 10.1038/s41598-023-34517-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Accepted: 05/03/2023] [Indexed: 09/13/2023]  Open
5
Hemakom A, Atiwiwat D, Israsena P. ECG and EEG based detection and multilevel classification of stress using machine learning for specified genders: A preliminary study. PLoS One 2023;18:e0291070. [PMID: 37656750 PMCID: PMC10473514 DOI: 10.1371/journal.pone.0291070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 07/27/2023] [Indexed: 09/03/2023]  Open
6
Roy B, Malviya L, Kumar R, Mal S, Kumar A, Bhowmik T, Hu JW. Hybrid Deep Learning Approach for Stress Detection Using Decomposed EEG Signals. Diagnostics (Basel) 2023;13:diagnostics13111936. [PMID: 37296788 DOI: 10.3390/diagnostics13111936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Revised: 05/14/2023] [Accepted: 05/26/2023] [Indexed: 06/12/2023]  Open
7
Catrambone V, Valenza G. Complex Brain-Heart Mapping in Mental and Physical Stress. IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE 2023;11:495-504. [PMID: 37817820 PMCID: PMC10561752 DOI: 10.1109/jtehm.2023.3280974] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 04/29/2023] [Accepted: 05/25/2023] [Indexed: 10/12/2023]
8
Mentis AFA, Lee D, Roussos P. Applications of artificial intelligence-machine learning for detection of stress: a critical overview. Mol Psychiatry 2023:10.1038/s41380-023-02047-6. [PMID: 37020048 DOI: 10.1038/s41380-023-02047-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 03/17/2023] [Accepted: 03/20/2023] [Indexed: 04/07/2023]
9
Hashem HA, Abdulazeem Y, Labib LM, Elhosseini MA, Shehata M. An Integrated Machine Learning-Based Brain Computer Interface to Classify Diverse Limb Motor Tasks: Explainable Model. SENSORS (BASEL, SWITZERLAND) 2023;23:3171. [PMID: 36991884 PMCID: PMC10053613 DOI: 10.3390/s23063171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Revised: 02/27/2023] [Accepted: 03/13/2023] [Indexed: 06/19/2023]
10
Auto-MyIn: Automatic diagnosis of myocardial infarction via multiple GLCMs, CNNs, and SVMs. Biomed Signal Process Control 2023. [DOI: 10.1016/j.bspc.2022.104273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
11
GabROP: Gabor Wavelets-Based CAD for Retinopathy of Prematurity Diagnosis via Convolutional Neural Networks. Diagnostics (Basel) 2023;13:diagnostics13020171. [PMID: 36672981 PMCID: PMC9857608 DOI: 10.3390/diagnostics13020171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 12/12/2022] [Accepted: 12/19/2022] [Indexed: 01/05/2023]  Open
12
Attallah O. MonDiaL-CAD: Monkeypox diagnosis via selected hybrid CNNs unified with feature selection and ensemble learning. Digit Health 2023;9:20552076231180054. [PMID: 37312961 PMCID: PMC10259124 DOI: 10.1177/20552076231180054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 05/18/2023] [Indexed: 06/15/2023]  Open
13
Attallah O, Aslan MF, Sabanci K. A Framework for Lung and Colon Cancer Diagnosis via Lightweight Deep Learning Models and Transformation Methods. Diagnostics (Basel) 2022;12:diagnostics12122926. [PMID: 36552933 PMCID: PMC9776637 DOI: 10.3390/diagnostics12122926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Revised: 11/19/2022] [Accepted: 11/22/2022] [Indexed: 11/25/2022]  Open
14
Inagaki K, Ohta Y. Capacity of Autonomous Sensory Meridian Response on the Reduction of Mental Stress. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022;19:14577. [PMID: 36361455 PMCID: PMC9658167 DOI: 10.3390/ijerph192114577] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 11/02/2022] [Accepted: 11/02/2022] [Indexed: 06/16/2023]
15
Rejer I, Wacewicz D, Schab M, Romanowski B, Łukasiewicz K, Maciaszczyk M. Stressors Length and the Habituation Effect-An EEG Study. SENSORS (BASEL, SWITZERLAND) 2022;22:6862. [PMID: 36146211 PMCID: PMC9505843 DOI: 10.3390/s22186862] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 09/02/2022] [Accepted: 09/07/2022] [Indexed: 06/16/2023]
16
Genetic Algorithm-Based Human Mental Stress Detection and Alerting in Internet of Things. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022;2022:4086213. [PMID: 36093489 PMCID: PMC9451989 DOI: 10.1155/2022/4086213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 08/01/2022] [Indexed: 11/17/2022]
17
Sciaraffa N, Di Flumeri G, Germano D, Giorgi A, Di Florio A, Borghini G, Vozzi A, Ronca V, Babiloni F, Aricò P. Evaluation of a New Lightweight EEG Technology for Translational Applications of Passive Brain-Computer Interfaces. Front Hum Neurosci 2022;16:901387. [PMID: 35911603 PMCID: PMC9331459 DOI: 10.3389/fnhum.2022.901387] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 06/21/2022] [Indexed: 11/18/2022]  Open
18
Attallah O, Samir A. A wavelet-based deep learning pipeline for efficient COVID-19 diagnosis via CT slices. Appl Soft Comput 2022;128:109401. [PMID: 35919069 PMCID: PMC9335861 DOI: 10.1016/j.asoc.2022.109401] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 05/20/2022] [Accepted: 07/25/2022] [Indexed: 12/30/2022]
19
Attallah O. An Intelligent ECG-Based Tool for Diagnosing COVID-19 via Ensemble Deep Learning Techniques. BIOSENSORS 2022;12:bios12050299. [PMID: 35624600 PMCID: PMC9138764 DOI: 10.3390/bios12050299] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 04/06/2022] [Accepted: 04/24/2022] [Indexed: 06/01/2023]
20
Sciaraffa N, Di Flumeri G, Germano D, Giorgi A, Di Florio A, Borghini G, Vozzi A, Ronca V, Varga R, van Gasteren M, Babiloni F, Aricò P. Validation of a Light EEG-Based Measure for Real-Time Stress Monitoring during Realistic Driving. Brain Sci 2022;12:brainsci12030304. [PMID: 35326261 PMCID: PMC8946850 DOI: 10.3390/brainsci12030304] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 02/11/2022] [Accepted: 02/22/2022] [Indexed: 01/27/2023]  Open
21
Attallah O. A computer-aided diagnostic framework for coronavirus diagnosis using texture-based radiomics images. Digit Health 2022;8:20552076221092543. [PMID: 35433024 PMCID: PMC9005822 DOI: 10.1177/20552076221092543] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2022] [Accepted: 03/21/2022] [Indexed: 12/14/2022]  Open
22
Attallah O. A deep learning-based diagnostic tool for identifying various diseases via facial images. Digit Health 2022;8:20552076221124432. [PMID: 36105626 PMCID: PMC9465585 DOI: 10.1177/20552076221124432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 08/18/2022] [Indexed: 11/16/2022]  Open
23
Attallah O. DIAROP: Automated Deep Learning-Based Diagnostic Tool for Retinopathy of Prematurity. Diagnostics (Basel) 2021;11:2034. [PMID: 34829380 PMCID: PMC8620568 DOI: 10.3390/diagnostics11112034] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 09/24/2021] [Accepted: 11/01/2021] [Indexed: 12/12/2022]  Open
24
Intelligent Dermatologist Tool for Classifying Multiple Skin Cancer Subtypes by Incorporating Manifold Radiomics Features Categories. CONTRAST MEDIA & MOLECULAR IMAGING 2021;2021:7192016. [PMID: 34621146 PMCID: PMC8457955 DOI: 10.1155/2021/7192016] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 08/20/2021] [Accepted: 09/01/2021] [Indexed: 02/06/2023]
25
EEG Mental Stress Assessment Using Hybrid Multi-Domain Feature Sets of Functional Connectivity Network and Time-Frequency Features. SENSORS 2021;21:s21186300. [PMID: 34577505 PMCID: PMC8473213 DOI: 10.3390/s21186300] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 09/07/2021] [Accepted: 09/16/2021] [Indexed: 12/28/2022]
26
EEG-based multi-level stress classification with and without smoothing filter. Biomed Signal Process Control 2021. [DOI: 10.1016/j.bspc.2021.102881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
27
Katmah R, Al-Shargie F, Tariq U, Babiloni F, Al-Mughairbi F, Al-Nashash H. A Review on Mental Stress Assessment Methods Using EEG Signals. SENSORS (BASEL, SWITZERLAND) 2021;21:5043. [PMID: 34372280 PMCID: PMC8347831 DOI: 10.3390/s21155043] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 07/13/2021] [Accepted: 07/19/2021] [Indexed: 01/19/2023]
28
Perez-Valero E, Vaquero-Blasco MA, Lopez-Gordo MA, Morillas C. Quantitative Assessment of Stress Through EEG During a Virtual Reality Stress-Relax Session. Front Comput Neurosci 2021;15:684423. [PMID: 34335216 PMCID: PMC8317646 DOI: 10.3389/fncom.2021.684423] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 06/24/2021] [Indexed: 11/13/2022]  Open
29
Attallah O. CoMB-Deep: Composite Deep Learning-Based Pipeline for Classifying Childhood Medulloblastoma and Its Classes. Front Neuroinform 2021;15:663592. [PMID: 34122031 PMCID: PMC8193683 DOI: 10.3389/fninf.2021.663592] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 04/26/2021] [Indexed: 12/28/2022]  Open
30
Attallah O, Sharkas M. GASTRO-CADx: a three stages framework for diagnosing gastrointestinal diseases. PeerJ Comput Sci 2021;7:e423. [PMID: 33817058 PMCID: PMC7959662 DOI: 10.7717/peerj-cs.423] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 02/11/2021] [Indexed: 05/04/2023]
31
Attallah O. MB-AI-His: Histopathological Diagnosis of Pediatric Medulloblastoma and its Subtypes via AI. Diagnostics (Basel) 2021;11:359. [PMID: 33672752 PMCID: PMC7924641 DOI: 10.3390/diagnostics11020359] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 02/11/2021] [Accepted: 02/11/2021] [Indexed: 12/17/2022]  Open
32
Attallah O, Anwar F, Ghanem NM, Ismail MA. Histo-CADx: duo cascaded fusion stages for breast cancer diagnosis from histopathological images. PeerJ Comput Sci 2021;7:e493. [PMID: 33987459 PMCID: PMC8093954 DOI: 10.7717/peerj-cs.493] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 03/26/2021] [Indexed: 05/06/2023]
33
A BCI System Based on Motor Imagery for Assisting People with Motor Deficiencies in the Limbs. Brain Sci 2020;10:brainsci10110864. [PMID: 33212777 PMCID: PMC7697603 DOI: 10.3390/brainsci10110864] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 10/27/2020] [Accepted: 11/06/2020] [Indexed: 12/26/2022]  Open
34
Ragab DA, Attallah O. FUSI-CAD: Coronavirus (COVID-19) diagnosis based on the fusion of CNNs and handcrafted features. PeerJ Comput Sci 2020;6:e306. [PMID: 33816957 PMCID: PMC7924442 DOI: 10.7717/peerj-cs.306] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Accepted: 09/30/2020] [Indexed: 05/19/2023]
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