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For: Bin Heyat MB, Akhtar F, Khan A, Noor A, Benjdira B, Qamar Y, Abbas SJ, Lai D. A Novel Hybrid Machine Learning Classification for the Detection of Bruxism Patients Using Physiological Signals. Applied Sciences 2020;10:7410. [DOI: 10.3390/app10217410] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Number Cited by Other Article(s)
1
Gul JZ, Fatima N, Mohy Ud Din Z, Khan M, Kim WY, Rehman MM. Advanced Sensing System for Sleep Bruxism across Multiple Postures via EMG and Machine Learning. SENSORS (BASEL, SWITZERLAND) 2024;24:5426. [PMID: 39205120 PMCID: PMC11358964 DOI: 10.3390/s24165426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 08/12/2024] [Accepted: 08/20/2024] [Indexed: 09/04/2024]
2
Wang C, Verma AK, Guragain B, Xiong X, Liu C. Classification of bruxism based on time-frequency and nonlinear features of single channel EEG. BMC Oral Health 2024;24:81. [PMID: 38221633 PMCID: PMC10787956 DOI: 10.1186/s12903-024-03865-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 01/05/2024] [Indexed: 01/16/2024]  Open
3
Mukherjee P, Halder Roy A. A deep learning-based approach for distinguishing different stress levels of human brain using EEG and pulse rate. Comput Methods Biomech Biomed Engin 2023:1-22. [PMID: 37929717 DOI: 10.1080/10255842.2023.2275547] [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: 03/28/2023] [Accepted: 10/19/2023] [Indexed: 11/07/2023]
4
Benifa JVB, Chola C, Muaad AY, Hayat MAB, Bin Heyat MB, Mehrotra R, Akhtar F, Hussein HS, Vargas DLR, Castilla ÁK, Díez IDLT, Khan S. FMDNet: An Efficient System for Face Mask Detection Based on Lightweight Model during COVID-19 Pandemic in Public Areas. SENSORS (BASEL, SWITZERLAND) 2023;23:6090. [PMID: 37447939 DOI: 10.3390/s23136090] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 06/20/2023] [Accepted: 06/21/2023] [Indexed: 07/15/2023]
5
Pal R, Adhikari D, Heyat MBB, Ullah I, You Z. Yoga Meets Intelligent Internet of Things: Recent Challenges and Future Directions. Bioengineering (Basel) 2023;10:459. [PMID: 37106646 PMCID: PMC10135646 DOI: 10.3390/bioengineering10040459] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 03/30/2023] [Accepted: 04/06/2023] [Indexed: 04/29/2023]  Open
6
Choi J, Kwon S, Park S, Han S. Validation of the influence of biosignals on performance of machine learning algorithms for sleep stage classification. Digit Health 2023;9:20552076231163783. [PMID: 36937698 PMCID: PMC10017951 DOI: 10.1177/20552076231163783] [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: 09/19/2022] [Accepted: 02/24/2023] [Indexed: 03/15/2023]  Open
7
Ullah H, Heyat MBB, Akhtar F, Muaad AY, Ukwuoma CC, Bilal M, Miraz MH, Bhuiyan MAS, Wu K, Damaševičius R, Pan T, Gao M, Lin Y, Lai D. An Automatic Premature Ventricular Contraction Recognition System Based on Imbalanced Dataset and Pre-Trained Residual Network Using Transfer Learning on ECG Signal. Diagnostics (Basel) 2022;13:diagnostics13010087. [PMID: 36611379 PMCID: PMC9818233 DOI: 10.3390/diagnostics13010087] [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: 11/06/2022] [Revised: 12/05/2022] [Accepted: 12/23/2022] [Indexed: 12/29/2022]  Open
8
Pal R, Adhikari D, Heyat MBB, Guragai B, Lipari V, Brito Ballester J, De la Torre Díez I, Abbas Z, Lai D. A Novel Smart Belt for Anxiety Detection, Classification, and Reduction Using IIoMT on Students' Cardiac Signal and MSY. Bioengineering (Basel) 2022;9:bioengineering9120793. [PMID: 36550999 PMCID: PMC9774730 DOI: 10.3390/bioengineering9120793] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 12/07/2022] [Accepted: 12/09/2022] [Indexed: 12/14/2022]  Open
9
Said RR, Heyat MBB, Song K, Tian C, Wu Z. A Systematic Review of Virtual Reality and Robot Therapy as Recent Rehabilitation Technologies Using EEG-Brain-Computer Interface Based on Movement-Related Cortical Potentials. BIOSENSORS 2022;12:bios12121134. [PMID: 36551100 PMCID: PMC9776155 DOI: 10.3390/bios12121134] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Revised: 11/24/2022] [Accepted: 12/02/2022] [Indexed: 06/01/2023]
10
Bin Heyat MB, Akhtar F, Sultana A, Tumrani S, Teelhawod BN, Abbasi R, Amjad Kamal M, Muaad AY, Lai D, Wu K. Role of Oxidative Stress and Inflammation in Insomnia Sleep Disorder and Cardiovascular Diseases: Herbal Antioxidants and Anti-inflammatory Coupled with Insomnia Detection using Machine Learning. Curr Pharm Des 2022;28:3618-3636. [PMID: 36464881 DOI: 10.2174/1381612829666221201161636] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 09/20/2022] [Accepted: 10/27/2022] [Indexed: 12/07/2022]
11
Ukwuoma CC, Qin Z, Heyat MBB, Akhtar F, Smahi A, Jackson JK, Furqan Qadri S, Muaad AY, Monday HN, Nneji GU. Automated Lung-Related Pneumonia and COVID-19 Detection Based on Novel Feature Extraction Framework and Vision Transformer Approaches Using Chest X-ray Images. Bioengineering (Basel) 2022;9:709. [PMID: 36421110 PMCID: PMC9687434 DOI: 10.3390/bioengineering9110709] [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: 09/30/2022] [Revised: 11/04/2022] [Accepted: 11/16/2022] [Indexed: 11/22/2022]  Open
12
Chola C, Muaad AY, Bin Heyat MB, Benifa JVB, Naji WR, Hemachandran K, Mahmoud NF, Samee NA, Al-Antari MA, Kadah YM, Kim TS. BCNet: A Deep Learning Computer-Aided Diagnosis Framework for Human Peripheral Blood Cell Identification. Diagnostics (Basel) 2022;12:diagnostics12112815. [PMID: 36428875 PMCID: PMC9689932 DOI: 10.3390/diagnostics12112815] [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: 11/03/2022] [Accepted: 11/12/2022] [Indexed: 11/19/2022]  Open
13
Xu S, Faust O, Seoni S, Chakraborty S, Barua PD, Loh HW, Elphick H, Molinari F, Acharya UR. A review of automated sleep disorder detection. Comput Biol Med 2022;150:106100. [PMID: 36182761 DOI: 10.1016/j.compbiomed.2022.106100] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 09/04/2022] [Accepted: 09/12/2022] [Indexed: 12/22/2022]
14
An End-to-End Cardiac Arrhythmia Recognition Method with an Effective DenseNet Model on Imbalanced Datasets Using ECG Signal. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022;2022:9475162. [PMID: 36210977 PMCID: PMC9536938 DOI: 10.1155/2022/9475162] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 07/25/2022] [Accepted: 08/17/2022] [Indexed: 01/10/2023]
15
Sleep Disorder and Cocaine Abuse Impact Purine and Pyrimidine Nucleotide Metabolic Signatures. Metabolites 2022;12:metabo12090869. [PMID: 36144274 PMCID: PMC9502494 DOI: 10.3390/metabo12090869] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Revised: 09/12/2022] [Accepted: 09/13/2022] [Indexed: 11/21/2022]  Open
16
Ukwuoma CC, Qin Z, Belal Bin Heyat M, Akhtar F, Bamisile O, Muad AY, Addo D, Al-Antari MA. A Hybrid Explainable Ensemble Transformer Encoder for Pneumonia Identification from Chest X-ray Images. J Adv Res 2022:S2090-1232(22)00202-8. [PMID: 36084812 DOI: 10.1016/j.jare.2022.08.021] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 08/11/2022] [Accepted: 08/31/2022] [Indexed: 10/14/2022]  Open
17
A Detection-Service-Mobile Three-Terminal Software Platform for Point-of-Care Infectious Disease Detection System. BIOSENSORS 2022;12:bios12090684. [PMID: 36140069 PMCID: PMC9496057 DOI: 10.3390/bios12090684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 08/07/2022] [Accepted: 08/22/2022] [Indexed: 11/24/2022]
18
Role of Inflammation, Oxidative Stress, and Mitochondrial Changes in Premenstrual Psychosomatic Behavioral Symptoms with Anti-Inflammatory, Antioxidant Herbs, and Nutritional Supplements. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2022;2022:3599246. [PMID: 35873799 PMCID: PMC9300296 DOI: 10.1155/2022/3599246] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Accepted: 07/01/2022] [Indexed: 12/19/2022]
19
Bin Heyat MB, Akhtar F, Abbas SJ, Al-Sarem M, Alqarafi A, Stalin A, Abbasi R, Muaad AY, Lai D, Wu K. Wearable Flexible Electronics Based Cardiac Electrode for Researcher Mental Stress Detection System Using Machine Learning Models on Single Lead Electrocardiogram Signal. BIOSENSORS 2022;12:427. [PMID: 35735574 PMCID: PMC9221208 DOI: 10.3390/bios12060427] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 06/06/2022] [Accepted: 06/14/2022] [Indexed: 05/02/2023]
20
Segmentation of Drug-Treated Cell Image and Mitochondrial-Oxidative Stress Using Deep Convolutional Neural Network. OXIDATIVE MEDICINE AND CELLULAR LONGEVITY 2022;2022:5641727. [PMID: 35663204 PMCID: PMC9162846 DOI: 10.1155/2022/5641727] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 04/27/2022] [Indexed: 12/27/2022]
21
An Effective and Lightweight Deep Electrocardiography Arrhythmia Recognition Model Using Novel Special and Native Structural Regularization Techniques on Cardiac Signal. JOURNAL OF HEALTHCARE ENGINEERING 2022;2022:3408501. [PMID: 35449862 PMCID: PMC9018174 DOI: 10.1155/2022/3408501] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Revised: 01/19/2022] [Accepted: 03/15/2022] [Indexed: 02/05/2023]
22
Wierciński T, Rock M, Zwierzycki R, Zawadzka T, Zawadzki M. Emotion Recognition from Physiological Channels Using Graph Neural Network. SENSORS (BASEL, SWITZERLAND) 2022;22:s22082980. [PMID: 35458965 PMCID: PMC9025566 DOI: 10.3390/s22082980] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Revised: 04/01/2022] [Accepted: 04/06/2022] [Indexed: 05/08/2023]
23
Ukwuoma CC, Zhiguang Q, Bin Heyat MB, Mohammed Khan H, Akhtar F, Masadeh MS, Bamisile O, AlShorman O, Nneji GU. Detection of Oral Cavity Squamous Cell Carcinoma from Normal Epithelium of the Oral Cavity using Microscopic Images. 2022 INTERNATIONAL CONFERENCE ON DECISION AID SCIENCES AND APPLICATIONS (DASA) 2022. [DOI: 10.1109/dasa54658.2022.9765023] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
24
Ukwuoma CC, Urama GC, Qin Z, Bin Heyat MB, Mohammed Khan H, Akhtar F, Masadeh MS, Ibegbulam CS, Delali FL, AlShorman O. Boosting Breast Cancer Classification from Microscopic Images Using Attention Mechanism. 2022 INTERNATIONAL CONFERENCE ON DECISION AID SCIENCES AND APPLICATIONS (DASA) 2022. [DOI: 10.1109/dasa54658.2022.9765013] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
25
Recognition of mRNA N4 Acetylcytidine (ac4C) by Using Non-Deep vs. Deep Learning. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12031344] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
26
SILVA SED, LIMA LCMD, LEAL TR, FIRMINO RT, GRANVILLE-GARCIA AF. Use of electronic devices, practice of sports, and awake bruxism in schoolchildren aged eight to ten years. Braz Oral Res 2022;36:e137. [DOI: 10.1590/1807-3107bor-2022.vol36.0137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 07/07/2022] [Indexed: 12/23/2022]  Open
27
Modarres MH, Elliott JE, Weymann KB, Pleshakov D, Bliwise DL, Lim MM. Validation of Visually Identified Muscle Potentials during Human Sleep Using High Frequency/Low Frequency Spectral Power Ratios. SENSORS (BASEL, SWITZERLAND) 2021;22:55. [PMID: 35009594 PMCID: PMC8747095 DOI: 10.3390/s22010055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 12/17/2021] [Accepted: 12/20/2021] [Indexed: 06/14/2023]
28
Anatomical Characteristics of the Lateral Pterygoid Muscle in Mandibular Prognathism. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11177970] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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