Publications by authors named "Muhammad Tariq Sadiq"

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A multi-paradigm EEG dataset for studying upper limb rehabilitation exercises.
Wenwen Chang, Weixuan Kong, Guanghui Yan, Renjie Lv, Kaiyue Du, Muhammad Tariq Sadiq

Sci Data· November 2025

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Simultaneous Multi-Treatment Strategy for Brain Tumor Reduction via Nonlinear Control.
Muhammad Arsalan, Xiaojun Yu, Muhammad Tariq Sadiq, Ahmad Almogren

Brain Sci· February 2025

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A Novel Recognition and Classification Approach for Motor Imagery Based on Spatio-Temporal Features.
Renjie Lv, Wenwen Chang, Guanghui Yan, Wenchao Nie, Lei Zheng, Muhammad Tariq Sadiq

IEEE J Biomed Health Inform· January 2025

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Classification of Pneumonia via a Hybrid ZFNet-Quantum Neural Network Using a Chest X-ray Dataset.
Tayyaba Shahwar, Fatma Mallek, Ateeq Ur Rehman, Muhammad Tariq Sadiq, Habib Hamam

Curr Med Imaging· November 2024

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An efficient Parkinson's disease detection framework: Leveraging time-frequency representation and AlexNet convolutional neural network.
Siuly Siuly, Smith K Khare, Enamul Kabir, Muhammad Tariq Sadiq, Hua Wang

Comput Biol Med· May 2024

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Fast Fractional Fourier Transform-Aided Novel Graphical Approach for EEG Alcoholism Detection.
Muhammad Tariq Sadiq, Adnan Yousaf, Siuly Siuly, Ahmad Almogren

Bioengineering (Basel)· May 2024

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Efficient novel network and index for alcoholism detection from EEGs.
Muhammad Tariq Sadiq, Siuly Siuly, Ahmad Almogren, Yan Li, Paul Wen

Health Inf Sci Syst· December 2023

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Identification of normal and depression EEG signals in variational mode decomposition domain.
Hesam Akbari, Muhammad Tariq Sadiq, Siuly Siuly, Yan Li, Paul Wen

Health Inf Sci Syst· December 2022

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Recognizing seizure using Poincaré plot of EEG signals and graphical features in DWT domain.
Hesam Akbari, Muhammad Tariq Sadiq, Nastaran Jafari, Jingwei Too, Nasser Mikaeilvand

Bratisl Lek Listy· December 2022

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Computerized Multidomain EEG Classification System: A New Paradigm.
Xiaojun Yu, Muhammad Zulkifal Aziz, Muhammad Tariq Sadiq, Ke Jia, Zeming Fan

IEEE J Biomed Health Inform· August 2022

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Exploiting pretrained CNN models for the development of an EEG-based robust BCI framework.
Muhammad Tariq Sadiq, Muhammad Zulkifal Aziz, Ahmad Almogren, Adnan Yousaf, Siuly Siuly

Comput Biol Med· April 2022

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Exploiting Feature Selection and Neural Network Techniques for Identification of Focal and Nonfocal EEG Signals in TQWT Domain.
Muhammad Tariq Sadiq, Hesam Akbari, Ateeq Ur Rehman, Zuhaib Nishtar, Bilal Masood

J Healthc Eng· January 2022

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A novel computer-aided diagnosis framework for EEG-based identification of neural diseases.
Muhammad Tariq Sadiq, Hesam Akbari, Siuly Siuly, Adnan Yousaf, Ateeq Ur Rehman

Comput Biol Med· November 2021

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Detection of focal and non-focal EEG signals using non-linear features derived from empirical wavelet transform rhythms.
Hesam Akbari, Muhammad Tariq Sadiq

Phys Eng Sci Med· March 2021

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Exploiting Multiple Optimizers with Transfer Learning Techniques for the Identification of COVID-19 Patients.
Zeming Fan, Mudasir Jamil, Muhammad Tariq Sadiq, Xiwei Huang, Xiaojun Yu

J Healthc Eng· December 2020

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Identification of Motor and Mental Imagery EEG in Two and Multiclass Subject-Dependent Tasks Using Successive Decomposition Index.
Muhammad Tariq Sadiq, Xiaojun Yu, Zhaohui Yuan, Muhammad Zulkifal Aziz

Sensors (Basel)· September 2020

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