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  1. A novel lightweight deep learning based approaches for the automatic diagnosis of gastrointestinal disease using image processing and knowledge distillation techniques

    Article • Computer Methods and Programs in Biomedicine, March 2025, Elsevier

    Dr. Md Belal Bin Heyat

  2. A machine learning-based analysis for the effectiveness of online teaching and learning in Pakistan during COVID-19 lockdown

    Article • WORK A Journal of Prevention Assessment &amp Rehabilitation, January 2025, SAGE Publications

    Dr. Md Belal Bin Heyat

  3. Intelligent Internet of Medical Things for Depression: Current Advancements, Challenges, and Trends

    Article • International Journal of Intelligent Systems, January 2025, Wiley

    Dr. Md Belal Bin Heyat

  4. Internet of Things in Healthcare Research: Trends, Innovations, Security Considerations, Challenges and Future Strategy

    Article • International Journal of Intelligent Systems, January 2025, Wiley

    Dr. Md Belal Bin Heyat

  5. Deep Convolutional Network‐Based Probabilistic Selection Approach for Multiclassification of Brain Tumors Using Magnetic Resonance Imaging

    Article • International Journal of Intelligent Systems, January 2025, Wiley

    Dr. Md Belal Bin Heyat

  6. Progress and trends in neurological disorders research based on deep learning

    Article • Computerized Medical Imaging and Graphics, September 2024, Elsevier

    Dr. Md Belal Bin Heyat

  7. Medical intelligence for anxiety research: Insights from genetics, hormones, implant science, and smart devices with future strategies

    Article • Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, August 2024, Wiley

    Dr. Md Belal Bin Heyat

  8. An Intelligent COVID-19-Related Arabic Text Detection Framework Based on Transfer Learning Using Context Representation

    Article • International Journal of Intelligent Systems, May 2024, Hindawi Publishing Corporation

    Dr. Md Belal Bin Heyat

  9. Feature elimination and stacking framework for accurate heart disease detection in IoT healthcare systems using clinical data

    Article • Frontiers in Medicine, May 2024, Frontiers

    Dr. Md Belal Bin Heyat

  10. Unravelling the complexities of depression with medical intelligence: exploring the interplay of genetics, hormones, and brain function

    Article • Complex & Intelligent Systems, April 2024, Springer Science + Business Media

    Dr. Md Belal Bin Heyat

  11. Efficacy and classification of Sesamum indicum linn seeds with Rosa damascena mill oil in uncomplicated pelvic inflammatory disease using machine learning

    Article • Frontiers in Chemistry, April 2024, Frontiers

    Dr. Md Belal Bin Heyat

  12. Efficacy of Marham-e-Dakhilyun Ointment and Alum Perineal Wash for Perineal Wound Healing and Pain Intensity in Postpartum Women: A Self-control Clinical Trial

    Article • Current Traditional Medicine, February 2024, Bentham Science Publishers

    Dr. Md Belal Bin Heyat

  13. Efficacy of a vaginal suppository formulation prepared with Acacia arabica (Lam.) Willd. gum and Cinnamomum camphora (L.) J. Presl. in heavy menstrual bleeding analyzed using a machine learning technique

    Article • Frontiers in Pharmacology, February 2024, Frontiers

    Dr. Md Belal Bin Heyat

  14. Ensemble Technique for Brain Tumor Patient Survival Prediction

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat, Dr. Vinod D.S.

  15. Meta-knowledge guided Bayesian optimization framework for robust crop yield estimation

    Article • Journal of King Saud University - Computer and Information Sciences, January 2024, Elsevier

    Dr. Md Belal Bin Heyat

  16. Evaluating CNN Architectures and Hyperparameter Tuning for Enhanced Lung Cancer Detection Using Transfer Learning

    Article • Journal of Electrical and Computer Engineering, January 2024, Wiley

    Dr. Md Belal Bin Heyat

  17. ClusterE-ZSL: A Novel Cluster-Based Embeddings for Enhanced Zero-Shot Learning in Contrastive Pre-Training Cross-Model Retrieval

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  18. Early Coronary Heart Disease Deciphered via Support Vector Machines: Insights from Experiments

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  19. Interweaving Artificial Intelligence and Bio-Signals in Mental Fatigue: Unveiling Dynamics and Future Pathways

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  20. Unveiling the Efficacy of Unani Medicine in Female Disorders Through Machine Learning: Current Challenges and Opportunities

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  21. Worldwide Research Trends and Hotspot on IOMT Based on Bibliometric Analysis

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  22. Smartphone Addiction among Students and its Harmful Effects on Mental Health, Oxidative Stress, and Neurodegeneration towards Future Modulation of Anti-Addiction Therapies: A Comprehensive Survey based on SLR, Research Questions, and Network Visualizat...

    Article • CNS & Neurological Disorders - Drug Targets, August 2023, Bentham Science Publishers

    Prof. MA Kamal, Dr. Md Belal Bin Heyat

  23. FMDNet: An Efficient System for Face Mask Detection Based on Lightweight Model during COVID-19 Pandemic in Public Areas

    Article • Sensors, July 2023, MDPI AG

    Dr. Md Belal Bin Heyat

  24. Deep learning framework for rapid and accurate respiratory COVID-19 prediction using chest X-ray images

    Article • Journal of King Saud University - Computer and Information Sciences, July 2023, Elsevier

    Dr. Md Belal Bin Heyat

  25. Efficient lossless based secure communication in 6G Internet-of-Things environments

    Article • Sustainable Energy Technologies and Assessments, June 2023, Elsevier

    Dr. Md Belal Bin Heyat

  26. A hybrid explainable ensemble transformer encoder for pneumonia identification from chest X-ray images

    Article • Journal of Advanced Research, June 2023, Elsevier

    Dr. Md Belal Bin Heyat

  27. Yoga Meets Intelligent Internet of Things: Recent Challenges and Future Directions

    Article • Bioengineering, April 2023, MDPI AG

    Dr. Md Belal Bin Heyat

  28. A Hybrid Stacked Restricted Boltzmann Machine with Sobel Directional Patterns for Melanoma Prediction in Colored Skin Images

    Article • Diagnostics, March 2023, MDPI AG

    Dr. Md Belal Bin Heyat

  29. CT-Based Automatic Spine Segmentation Using Patch-Based Deep Learning

    Article • International Journal of Intelligent Systems, March 2023, Hindawi Publishing Corporation

    Dr. Md Belal Bin Heyat

  30. Therapeutic Efficacy of a Formulation Prepared with Linum usitatissimum L., Plantago ovata Forssk., and Honey on Uncomplicated Pelvic Inflammatory Disease Analyzed with Machine Learning Techniques

    Article • Pharmaceutics, February 2023, MDPI AG

    Dr. Md Belal Bin Heyat

  31. A Deep Learning Model for Human Blood Cells Classification

    Article • January 2023, Springer Science + Business Media

    Dr. Md Belal Bin Heyat

  32. A Survey on X.509 Public-Key Infrastructure, Certificate Revocation, and Their Modern Implementation on Blockchain and Ledger Technologies

    Article • IEEE Communications Surveys & Tutorials, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  33. A Transfer Learning Based Approach for Sunspot Detection

    Article • January 2023, Springer Science + Business Media

    Dr. Md Belal Bin Heyat

  34. Isolation and Characterization of Lactobacillus crispatus, Lactococcus lactis, and Carnobacterium divergens as Potential Probiotic Bacteria from Fermented Black and Green Olives (Olea europaea): An Exploratory Study

    Article • BioMed Research International, January 2023, Wiley

    Dr. Md Belal Bin Heyat

  35. An Automatic Premature Ventricular Contraction Recognition System Based on Imbalanced Dataset and Pre-Trained Residual Network Using Transfer Learning on ECG Signal

    Article • Diagnostics, December 2022, MDPI AG

    Dr. Md Belal Bin Heyat

  36. A Novel Smart Belt for Anxiety Detection, Classification, and Reduction Using IIoMT on Students’ Cardiac Signal and MSY

    Article • Bioengineering, December 2022, MDPI AG

    Zia Abbas, Dr. Md Belal Bin Heyat

  37. View-Invariant Spatiotemporal Attentive Motion Planning and Control Network for Autonomous Vehicles

    Article • Machines, December 2022, MDPI AG

    Dr. Md Belal Bin Heyat

  38. A Systematic Review of Virtual Reality and Robot Therapy as Recent Rehabilitation Technologies Using EEG-Brain–Computer Interface Based on Movement-Related Cortical Potentials

    Article • Biosensors, December 2022, MDPI AG

    Dr. Md Belal Bin Heyat

  39. 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

    Article • Current Pharmaceutical Design, December 2022, Bentham Science Publishers

    Dr. Md Belal Bin Heyat

  40. Automated Lung-Related Pneumonia and COVID-19 Detection Based on Novel Feature Extraction Framework and Vision Transformer Approaches Using Chest X-ray Images

    Article • Bioengineering, November 2022, MDPI AG

    Dr. Md Belal Bin Heyat

  41. BCNet: A Deep Learning Computer-Aided Diagnosis Framework for Human Peripheral Blood Cell Identification

    Article • Diagnostics, November 2022, MDPI AG

    Dr. Md Belal Bin Heyat

  42. A Systematic Review and Meta-Analysis of Premenstrual Syndrome with Special Emphasis on Herbal Medicine and Nutritional Supplements

    Article • Pharmaceuticals, November 2022, MDPI AG

    Dr. Md Belal Bin Heyat

  43. Current Insights on Bioactive Molecules, Antioxidant, Anti-Inflammatory, and Other Pharmacological Activities of Cinnamomum camphora Linn

    Article • Oxidative Medicine and Cellular Longevity, October 2022, Hindawi Publishing Corporation

    Dr. Md Belal Bin Heyat

  44. An End-to-End Cardiac Arrhythmia Recognition Method with an Effective DenseNet Model on Imbalanced Datasets Using ECG Signal

    Article • Computational Intelligence and Neuroscience, September 2022, Hindawi Publishing Corporation

    Zia Abbas, Dr. Md Belal Bin Heyat

  45. Role of Inflammation, Oxidative Stress, and Mitochondrial Changes in Premenstrual Psychosomatic Behavioral Symptoms with Anti-Inflammatory, Antioxidant Herbs, and Nutritional Supplements

    Article • Oxidative Medicine and Cellular Longevity, July 2022, Hindawi Publishing Corporation

    Dr. Md Belal Bin Heyat

  46. Wearable Flexible Electronics Based Cardiac Electrode for Researcher Mental Stress Detection System Using Machine Learning Models on Single Lead Electrocardiogram Signal

    Article • Biosensors, June 2022, MDPI AG

    Dr. Md Belal Bin Heyat

  47. Design of a Smart Elbow Brace as a Home-Based Rehabilitation Device

    Article • Computational Intelligence and Neuroscience, June 2022, Hindawi Publishing Corporation

    Dr. Md Belal Bin Heyat

  48. Segmentation of Drug-Treated Cell Image and Mitochondrial-Oxidative Stress Using Deep Convolutional Neural Network

    Article • Oxidative Medicine and Cellular Longevity, May 2022, Hindawi Publishing Corporation

    Dr. Md Belal Bin Heyat

  49. Efficacy of Acacia nilotica Linn. Pod’s Sitz Bath plus Vaginal Pessary in Syndromic Management of Abnormal Vaginal Discharge: A Randomized Controlled Trial

    Article • Evidence-based Complementary and Alternative Medicine, May 2022, Hindawi Publishing Corporation

    Dr. Md Belal Bin Heyat

  50. An Effective and Lightweight Deep Electrocardiography Arrhythmia Recognition Model Using Novel Special and Native Structural Regularization Techniques on Cardiac Signal

    Article • Journal of Healthcare Engineering, April 2022, Hindawi Publishing Corporation

    Dr. Md Belal Bin Heyat

  51. Boosting Breast Cancer Classification from Microscopic Images Using Attention Mechanism

    Article • March 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  52. Detection of Oral Cavity Squamous Cell Carcinoma from Normal Epithelium of the Oral Cavity using Microscopic Images

    Article • March 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  53. Recent Advancements in Fruit Detection and Classification Using Deep Learning Techniques

    Article • Mathematical Problems in Engineering, January 2022, Hindawi Publishing Corporation

    Dr. Md Belal Bin Heyat

  54. Frontal lobe real-time EEG analysis using machine learning techniques for mental stress detection

    Article • Journal of Integrative Neuroscience, January 2022, IMR Press

    Dr. Md Belal Bin Heyat

  55. Recognition of mRNA N4 Acetylcytidine (ac4C) by Using Non-Deep vs. Deep Learning

    Article • Applied Sciences, January 2022, MDPI AG

    Dr. Md Belal Bin Heyat

  56. Experimental and Computational Approaches for the Classification and Correlation of Temperament (Mizaj) and Uterine Dystemperament (Su’-I-Mizaj Al-Rahim) in Abnormal Vaginal Discharge (Sayalan Al-Rahim) Based on Clinical Analysis U...

    Article • Complexity, January 2022, Wiley

    Dr. Md Belal Bin Heyat

  57. Ensemble Computational Intelligent for Insomnia Sleep Stage Detection via the Sleep ECG Signal

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  58. Ensembling of Efficient Deep Convolutional Networks and Machine Learning Algorithms for Resource Effective Detection of Tuberculosis Using Thoracic (Chest) Radiography

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  59. MMDD-Ensemble: A Multimodal Data–Driven Ensemble Approach for Parkinson's Disease Detection

    Article • Frontiers in Neuroscience, November 2021, Frontiers

    Dr. Md Belal Bin Heyat

  60. Machine Learning in E-health: A Comprehensive Survey of Anxiety

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  61. Detection, Treatment Planning, and Genetic Predisposition of Bruxism: A Systematic Mapping Process and Network Visualization Technique

    Article • CNS & Neurological Disorders - Drug Targets, October 2021, Bentham Science Publishers

    Professor HAROON N KHAN, Najeeb Ullah, Dr. Md Belal Bin Heyat

  62. IoT Based Intelligent Computer-Aided Diagnosis and Decision Making System for Health Care

    Article • July 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  63. A Review of Usability Evaluation Techniques for Augmented Reality Systems in Education

    Article • May 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  64. Effect of Maha Mrityunjaya HYMN Recitation on Human Brain for the Analysis of Single EEG Channel C4-A1 Using Machine Learning Classifiers on Yoga Practitioner

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  65. Role of Machine Learning in Human Stress: A Review

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  66. A Survey on Deep Learning Classification Algorithms for Motor Imagery

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  67. Insomnia

    Article • Current Drug Targets, October 2020, Bentham Science Publishers

    Professor HAROON N KHAN, Dr. Md Belal Bin Heyat

  68. A Novel Hybrid Machine Learning Classification for the Detection of Bruxism Patients Using Physiological Signals

    Article • Applied Sciences, October 2020, MDPI AG

    Dr. Md Belal Bin Heyat

  69. Short Time Frequency Analysis of Theta Activity for the Diagnosis of Bruxism on EEG Sleep Record

    Article • December 2019, Springer Science + Business Media

    Dr. Md Belal Bin Heyat

  70. Potential of Blockchain Technology in Digital Currency: A Review

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  71. Convolutional Neural Network Based Detection of Atrial Fibrillation Combing R-R intervals and F-wave Frequency Spectrum

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat

  72. Prognosis of Sleep Bruxism Using Power Spectral Density Approach Applied on EEG Signal of Both EMG1-EMG2 and ECG1-ECG2 Channels

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Faez Iqbal Khan, Dr. Md Belal Bin Heyat

  73. Sleep Bruxism Detection Using Decision Tree Method by the Combination of C4-P4 and C4-A1 Channels of Scalp EEG

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Faez Iqbal Khan, Dr. Md Belal Bin Heyat

  74. An Automated Strategy for Early Risk Identification of Sudden Cardiac Death by Using Machine Learning Approach on Measurable Arrhythmic Risk Markers

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Md Belal Bin Heyat