All Stories

  1. Towards automatic EEG cyclic alternating pattern analysis: a systematic review

    Article • Biomedical Engineering Letters, July 2023, Springer Science + Business Media

    Dr. Sheikh Shanawaz Mostafa

  2. Visual Explanations of Deep Learning Architectures in Predicting Cyclic Alternating Patterns Using Wavelet Transforms

    Article • Electronics, July 2023, MDPI AG

    Dr. Sheikh Shanawaz Mostafa

  3. On the Use of Transformer-Based Models for Intent Detection Using Clustering Algorithms

    Article • Applied Sciences, April 2023, MDPI AG

    Dr. Sheikh Shanawaz Mostafa

  4. Graphical User Interface for the Development of Probabilistic Convolutional Neural Networks

    Article • Signals, April 2023, MDPI AG

    Dr. Sheikh Shanawaz Mostafa

  5. Novel Comparative Study for the Detection of COVID-19 Using CT Scan and Chest X-ray Images

    Article • International Journal of Environmental Research and Public Health, January 2023, MDPI AG

    Dr. Sheikh Shanawaz Mostafa

  6. Non-Destructive Banana Ripeness Detection Using Shallow and Deep Learning: A Systematic Review

    Article • Sensors, January 2023, MDPI AG

    Dr. Sheikh Shanawaz Mostafa

  7. Multiple Time Series Fusion Based on LSTM: An Application to CAP A Phase Classification Using EEG

    Article • International Journal of Environmental Research and Public Health, September 2022, MDPI AG

    Dr. Sheikh Shanawaz Mostafa

  8. Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection

    Article • Entropy, May 2022, MDPI AG

    Dr. Sheikh Shanawaz Mostafa

  9. XGB-RF: A Hybrid Machine Learning Approach for IoT Intrusion Detection

    Article • Telecom, January 2022, MDPI AG

    Dr. Sheikh Shanawaz Mostafa

  10. On the use of patterns obtained from LSTM and feature-based methods for time series analysis: application in automatic classification of the CAP A phase subtypes

    Article • Journal of Neural Engineering, March 2021, Institute of Physics Publishing

    Dr. Sheikh Shanawaz Mostafa

  11. Design and Optimization of ECG Modeling for Generating Different Cardiac Dysrhythmias

    Article • Sensors, February 2021, MDPI AG

    Dr. Sheikh Shanawaz Mostafa

  12. A method based on cardiopulmonary coupling analysis for sleep quality assessment with FPGA implementation

    Article • Artificial Intelligence in Medicine, February 2021, Elsevier

    Dr. Sheikh Shanawaz Mostafa

  13. Greedy based convolutional neural network optimization for detecting apnea

    Article • Computer Methods and Programs in Biomedicine, December 2020, Elsevier

    Dr. Sheikh Shanawaz Mostafa

  14. Cyclic alternating pattern estimation based on a probabilistic model over an EEG signal

    Article • Biomedical Signal Processing and Control, September 2020, Elsevier

    Dr. Sheikh Shanawaz Mostafa

  15. Matrix of Lags: A tool for analysis of multiple dependent time series applied for CAP scoring

    Article • Computer Methods and Programs in Biomedicine, June 2020, Elsevier

    Dr. Sheikh Shanawaz Mostafa

  16. An Oximetry Based Wireless Device for Sleep Apnea Detection

    Article • Sensors, February 2020, MDPI AG

    Dr. Sheikh Shanawaz Mostafa

  17. A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device

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

    Dr. Sheikh Shanawaz Mostafa

  18. Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection

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

    Dr. Sheikh Shanawaz Mostafa

  19. A Portable Wireless Device for Cyclic Alternating Pattern Estimation from an EEG Monopolar Derivation

    Article • Entropy, December 2019, MDPI AG

    Dr. Sheikh Shanawaz Mostafa

  20. A Systematic Review of Detecting Sleep Apnea Using Deep Learning

    Article • Sensors, November 2019, MDPI AG

    Dr. Sheikh Shanawaz Mostafa

  21. SC3: self-configuring classifier combination for obstructive sleep apnea

    Article • Neural Computing and Applications, November 2019, Springer Science + Business Media

    Dr. Sheikh Shanawaz Mostafa

  22. Sleep quality of subjects with and without sleep-disordered breathing based on the cyclic alternating pattern rate estimation from single-lead ECG

    Article • Physiological Measurement, November 2019, Institute of Physics Publishing

    Dr Thomas Penzel, Dr. Sheikh Shanawaz Mostafa

  23. Cyclic Alternating Pattern Estimation from One EEG Monopolar Derivation Using a Long Short-Term Memory

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

    Dr. Sheikh Shanawaz Mostafa

  24. A Review of Obstructive Sleep Apnea Detection Approaches

    Article • IEEE Journal of Biomedical and Health Informatics, March 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Thomas Penzel, Dr. Sheikh Shanawaz Mostafa

  25. A Review of Approaches for Sleep Quality Analysis

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

    Dr. Sheikh Shanawaz Mostafa

  26. Sleep Quality Estimation by Cardiopulmonary Coupling Analysis

    Article • IEEE Transactions on Neural Systems and Rehabilitation Engineering, December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Sheikh Shanawaz Mostafa

  27. Implementation Strategy of Convolution Neural Networks on Field Programmable Gate Arrays for Appliance Classification Using the Voltage and Current (V-I) Trajectory

    Article • Energies, September 2018, MDPI AG

    Dr. Sheikh Shanawaz Mostafa

  28. Analog active filter design using a multi objective genetic algorithm

    Article • AEU - International Journal of Electronics and Communications, September 2018, Elsevier

    Dr. Sheikh Shanawaz Mostafa

  29. Scattering Behaviour Analysis for UWB Antenna in the Vicinity of Heterogeneous Breast Model

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Sheikh Shanawaz Mostafa

  30. Sleep Quality Analysis with Cardiopulmonary Coupling

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Sheikh Shanawaz Mostafa

  31. Design of sEMG-based clench force estimator in FPGA using artificial neural networks

    Article • Neural Computing and Applications, June 2018, Springer Science + Business Media

    Dr. Sheikh Shanawaz Mostafa

  32. Combination of Deep and Shallow Networks for Cyclic Alternating Patterns Detection

    Article • June 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Sheikh Shanawaz Mostafa

  33. A portable wireless device based on oximetry for sleep apnea detection

    Article • Computing, May 2018, Springer Science + Business Media

    Dr. Sheikh Shanawaz Mostafa

  34. Comparison of SFS and mRMR for oximetry feature selection in obstructive sleep apnea detection

    Article • Neural Computing and Applications, April 2018, Springer Science + Business Media

    Dr. Sheikh Shanawaz Mostafa

  35. Automatic detection of cyclic alternating pattern

    Article • Neural Computing and Applications, April 2018, Springer Science + Business Media

    Dr. Sheikh Shanawaz Mostafa

  36. Devices for Home Detection of Obstructive Sleep Apnea: A Review

    Article • Sleep Medicine Reviews, February 2018, Elsevier

    Dr. Sheikh Shanawaz Mostafa

  37. Automatic Detection of a Phases for CAP Classification

    Article • January 2018, Scitepress

    Dr. Sheikh Shanawaz Mostafa

  38. Optimization of sleep apnea detection using SpO2 and ANN

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Sheikh Shanawaz Mostafa

  39. SpO2 based sleep apnea detection using deep learning

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Sheikh Shanawaz Mostafa

  40. A Minimally Invasive Portable System for Sleep Apnea Detection

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Sheikh Shanawaz Mostafa

  41. A Method for Designing Emg Integrator using an FPGA

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Sheikh Shanawaz Mostafa

  42. A minimally invasive portable system for sleep apnea detection

    Article • July 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Sheikh Shanawaz Mostafa

  43. Full image-processing pipeline in field-programmable gate array for a small endoscopic camera

    Article • Journal of Electronic Imaging, January 2017, SPIE

    Dr. Sheikh Shanawaz Mostafa

  44. Voiceless Bangla vowel recognition using sEMG signal

    Article • SpringerPlus, September 2016, Springer Science + Business Media

    Dr. Sheikh Shanawaz Mostafa

  45. Full image-processing pipeline in field-programmable gate array for a small endoscopic camera

    Article • August 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Sheikh Shanawaz Mostafa

  46. FPGA Implementation of Gamma Correction using a Piecewise Linear Approach for a Small Size Endoscopic Camera

    Article • Electronic Imaging, February 2016, Society for Imaging Science & Technology

    Dr. Sheikh Shanawaz Mostafa

  47. An adaptive level dependent wavelet thresholding for ECG denoising

    Article • Journal of Applied Biomedicine, January 2014, Elsevier

    Dr. Sheikh Shanawaz Mostafa

  48. Human emotion recognition using frequency & statistical measures of EEG signal

    Article • May 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Sheikh Shanawaz Mostafa

  49. Mental states estimation with the variation of physiological signals

    Article • May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Sheikh Shanawaz Mostafa

  50. Clench force estimation by surface electromyography for neural prosthesis hand

    Article • May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Sheikh Shanawaz Mostafa