Muhammad T. Sadiq

127 West Youyi Road
Xi'an, 710072, China

Last Updated: 09/26/2026

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Found 23 publications

Evaluating Validation Strategies in Motor Imagery EEG: A Full-Cohort GAF-PLV Analysis and Matched Sensitivity Study.

Evaluating Validation Strategies in Motor Imagery EEG: A Full-Cohort GAF-PLV Analysis and Matched Sensitivity Study.

Journal: Brain sciences
Published: July 16, 2026

Validation-Aware Retrospective EEG Treatment-Response Modelling Using Chaotic Pattern of Prime Numbers Features: Segment-Level Separability and Subject-Wise Generalisation.

Validation-Aware Retrospective EEG Treatment-Response Modelling Using Chaotic Pattern of Prime Numbers Features: Segment-Level Separability and Subject-Wise Generalisation.

Journal: Bioengineering (Basel, Switzerland)
Published: March 11, 2026

Development of novel reinforcement learning-based optimizer to impede tumor growth via radiochemotherapy.

Development of novel reinforcement learning-based optimizer to impede tumor growth via radiochemotherapy.

Journal: Scientific reports
Published: November 01, 2025

Predicting Depression Therapy Outcomes Using EEG-Derived Amplitude Polar Maps.

Predicting Depression Therapy Outcomes Using EEG-Derived Amplitude Polar Maps.

Journal: Brain sciences
Published: June 24, 2025

A multi-paradigm EEG dataset for studying upper limb rehabilitation exercises.

A multi-paradigm EEG dataset for studying upper limb rehabilitation exercises.

Journal: Scientific data
Published: May 16, 2025

Simultaneous Multi-Treatment Strategy for Brain Tumor Reduction via Nonlinear Control.

Simultaneous Multi-Treatment Strategy for Brain Tumor Reduction via Nonlinear Control.

Journal: Brain sciences
Published: December 29, 2024

A Novel Recognition and Classification Approach for Motor Imagery Based on Spatio-Temporal Features.

A Novel Recognition and Classification Approach for Motor Imagery Based on Spatio-Temporal Features.

Journal: IEEE journal of biomedical and health informatics
Published: October 07, 2024

Hybrid bagging and boosting with SHAP based feature selection for enhanced predictive modeling in intrusion detection systems.

Hybrid bagging and boosting with SHAP based feature selection for enhanced predictive modeling in intrusion detection systems.

Journal: Scientific reports
Published: July 03, 2024

Classification of Pneumonia via a Hybrid ZFNet-Quantum Neural Network Using a Chest X-ray Dataset.

Classification of Pneumonia via a Hybrid ZFNet-Quantum Neural Network Using a Chest X-ray Dataset.

Journal: Current medical imaging
Published: March 18, 2024

Fast Fractional Fourier Transform-Aided Novel Graphical Approach for EEG Alcoholism Detection.

Fast Fractional Fourier Transform-Aided Novel Graphical Approach for EEG Alcoholism Detection.

Journal: Bioengineering (Basel, Switzerland)
Published: January 16, 2024

An efficient Parkinson's disease detection framework: Leveraging time-frequency representation and AlexNet convolutional neural network.

An efficient Parkinson's disease detection framework: Leveraging time-frequency representation and AlexNet convolutional neural network.

Journal: Computers in biology and medicine
Published: October 13, 2023

Efficient novel network and index for alcoholism detection from EEGs.

Efficient novel network and index for alcoholism detection from EEGs.

Journal: Health information science and systems
Published: December 30, 2022
Showing 1-12 of 23

Last Updated: 09/26/2026