Imran Khan Niazi

54 papers B 2C 5Misc 1Journal 33Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
A triple-shallow CNN with genetic algorithm channel selection method for classifying EEG complex limb movements.
Biomed. Signal Process. Control.
Beenish Khalid, Ali Hassan, Muhammad Yasin, Muhammad Salman, Muhammad Fasih Uddin Butt, Wadood Abdul, Imran Khan Niazi
2025 B conf
Clustering-Based Balance Phenotyping in Older Adults from Treadmill Training Interventions.
IEEE Big Data
Shafiq Alam, Imran Khan Niazi, Hina Shafi, Waqar Ahmed Awan, Imran Amjad, Muhammad Sohaib Ayub, Mufti Mahmud
2024 C conf
Advanced Technique for EEG and HRV Measurement Using Around-Ear Capacitive Electrodes.
BSN
Usman Qamar Shaikh, Anubha Manju Kalra, Andrew Lowe, Imran Khan Niazi
2024 J jnl
Editorial: Signal Processing for Brain-Computer Interfaces - Special Issue.
Sensors
Noman Naseer, Imran Khan Niazi, Hendrik Santosa
2024 — conf
From wearable activity trackers to Interstitial Glucose: Data to Insight- A proposed scientific journey.
ACSW
Haider Ali, Samaneh Madanian, David White, Malik Naveed Akhter, Imran Khan Niazi
2023 J jnl
A Cross-Day Analysis of EMG Features, Classifiers, and Regressors for Swallowing Events Detection and Fluid Intake Volume Estimation.
Sensors
Iman A. Ismail, Imran Khan Niazi, Heidi Haavik, Ernest Nlandu Kamavuako
2023 J jnl
Analysis of EEG signals using deep learning to highlight effects of vibration-based therapy on brain.
Biomed. Signal Process. Control.
Syeda Noor-Ul-Huda Safder, Muhammad Usman Akram, Muhammad Najam Dar, Aliya Ashraf Khan, Sajid Gul Khawaja, Ahmed Rauf Subhani, Imran Khan Niazi, Sarah Gul
2023 J jnl
Assessing Gait & Balance in Adults with Mild Balance Impairment: G&B App Reliability and Validity.
Sensors
Hina Shafi, Waqar Ahmed Awan, Sharon Olsen, Furqan Ahmed Siddiqi, Naureen Tassadaq, Usman Rashid, Imran Khan Niazi
2023 — conf
Can water-based EEG caps record robust movement-related cortical potentials (MRCPs) for single and multiple joint movements?
EMBC
Usman Ghani, Mads Jochumsen, Mona Bruun Gyldenvang, Imran Khan Niazi
2023 B conf
Classification Of Complicated Upper Limb Movements From Pre-movement EEG Signals Using STFT And Spectral Characteristics.
CBMS
Ehsan Azam, Ali Hassan, Muhammad Abdul Basit Malik, Imran Khan Niazi
2022 J jnl
Exploring the Potential of Machine Learning for the Diagnosis of Balance Disorders Based on Centre of Pressure Analyses.
Sensors
Fredy Rojas, Imran Khan Niazi, Patricio Maturana-Russel, Denise Taylor
2022 J jnl
Single-Trial Classification of Error-Related Potentials in People with Motor Disabilities: A Study in Cerebral Palsy, Stroke, and Amputees.
Sensors
Nayab Usama, Imran Khan Niazi, Kim Dremstrup, Mads Jochumsen
2022 J jnl
Validity and Reliability of a Smartphone App for Gait and Balance Assessment.
Sensors
Usman Rashid, David Barbado, Sharon Olsen, Gemma Alder, Jose L. L. Elvira, Sue Lord, Imran Khan Niazi, Denise Taylor
2021 J jnl
Decoding of Ankle Joint Movements in Stroke Patients Using Surface Electromyography.
Sensors
Afaq Noor, Asim Waris, Syed Omer Gilani, Amer Sohail Kashif, Mads Jochumsen, Javaid Iqbal, Imran Khan Niazi
2021 J jnl
Detection of Error-Related Potentials in Stroke Patients from EEG Using an Artificial Neural Network.
Sensors
Nayab Usama, Imran Khan Niazi, Kim Dremstrup, Mads Jochumsen
2021 C conf
SVM-based Real-Time Classification of Prosthetic Fingers using Myo Armband-acquired Electromyography Data.
BIBE
Muhammad Akmal, Muhammad Farrukh Qureshi, Faisal Amin, Muhammad Zia ur Rehman, Imran Khan Niazi
2020 J jnl
A Multiday Evaluation of Real-Time Intramuscular EMG Usability with ANN.
Sensors
Asim Waris, Muhammad Zia ur Rehman, Imran Khan Niazi, Mads Jochumsen, Kevin B. Englehart, Winnie Jensen, Heidi Haavik, Ernest Nlandu Kamavuako
2020 — ed.
Body Area Networks. Smart IoT and Big Data for Intelligent Health - 15th EAI International Conference, BODYNETS 2020, Tallinn, Estonia, October 21, 2020, Proceedings
BODYNETS
Muhammad Mahtab Alam, Matti Hämäläinen, Lorenzo Mucchi, Imran Khan Niazi, Yannick Le Moullec
2020 J jnl
Classification of error-related potentials from single-trial EEG in association with executed and imagined movements: a feature and classifier investigation.
Medical Biol. Eng. Comput.
Nayab Usama, Kasper Leerskov, Imran Khan Niazi, Kim Dremstrup, Mads Jochumsen
2020 — conf
Comparison between Embroidered and Gel Electrodes on ECG-Derived Respiration Rate.
EMBC
Xinqi Bao, Matthew Howard, Imran Khan Niazi, Ernest Nlandu Kamavuako
2020 J jnl
Decoding Attempted Hand Movements in Stroke Patients Using Surface Electromyography.
Sensors
Mads Jochumsen, Imran Khan Niazi, Muhammad Zia ur Rehman, Imran Amjad, Muhammad Shafique, Syed Omer Gilani, Asim Waris
2020 J jnl
Determination of Optimum Segmentation Schemes for Pattern Recognition-Based Myoelectric Control: A Multi-Dataset Investigation.
IEEE Access
Hassan Ashraf, Asim Waris, Mohsin Jamil, Syed Omer Gilani, Imran Khan Niazi, Ernest Nlandu Kamavuako, Syed Hammad Nazeer Gilani
2020 J jnl
Eye and Voice-Controlled Human Machine Interface System for Wheelchairs Using Image Gradient Approach.
Sensors
Saba Anwer, Asim Waris, Hajrah Sultan, Shahid Ikramullah Butt, Muhammad Hamza Zafar, Moaz Sarwar, Imran Khan Niazi, Muhammad Shafique, Amit N. Pujari
2020 J jnl
Intra- and Inter-Rater Reliability of Manual Feature Extraction Methods in Movement Related Cortical Potential Analysis.
Sensors
Gemma Alder, Nada Signal, Usman Rashid, Sharon Olsen, Imran Khan Niazi, Denise Taylor
2020 C conf
Investigating the feasibility of combining EEG and EMG for controlling a hybrid human computer interface in patients with spinal cord injury.
BIBE
Kasper Leerskov, Muhammad Zia ur Rehman, Imran Khan Niazi, Sylvain Cremoux, Mads Jochumsen
2020 J jnl
Latest Research Trends in Gait Analysis Using Wearable Sensors and Machine Learning: A Systematic Review.
IEEE Access
Abdul Saboor, Triin Kask, Alar Kuusik, Muhammad Mahtab Alam, Yannick Le Moullec, Imran Khan Niazi, Ahmed Zoha, Rizwan Ahmad
2020 J jnl
Performance Evaluation of Convolutional Neural Network for Hand Gesture Recognition Using EMG.
Sensors
Ali Raza Asif, Asim Waris, Syed Omer Gilani, Mohsin Jamil, Hassan Ashraf, Muhammad Shafique, Imran Khan Niazi
2020 J jnl
Upper limb complex movements decoding from pre-movement EEG signals using wavelet common spatial patterns.
Comput. Methods Programs Biomed.
Mahdieh Mohseni, Vahid Shalchyan, Mads Jochumsen, Imran Khan Niazi
2019 J jnl
A Tensor-Based Method for Completion of Missing Electromyography Data.
IEEE Access
Muhammad Akmal, Syed Zubair, Mads Jochumsen, Ernest Nlandu Kamavuako, Imran Khan Niazi
2019 J jnl
Multiday Evaluation of Techniques for EMG-Based Classification of Hand Motions.
IEEE J. Biomed. Health Informatics
Asim Waris, Imran Khan Niazi, Mohsin Jamil, Kevin B. Englehart, Winnie Jensen, Ernest Nlandu Kamavuako
2019 J jnl
The Effects of Filter's Class, Cutoff Frequencies, and Independent Component Analysis on the Amplitude of Somatosensory Evoked Potentials Recorded from Healthy Volunteers.
Sensors
Muhammad Samran Navid, Imran Khan Niazi, Dina Lelic, Asbjørn Mohr Drewes, Heidi Haavik
2018 J jnl
An EEG Experimental Study Evaluating the Performance of Texas Instruments ADS1299.
Sensors
Usman Rashid, Imran Khan Niazi, Nada Signal, Denise Taylor
2018 J jnl
Classification of Overt and Covert Speech for Near-Infrared Spectroscopy-Based Brain Computer Interface.
Sensors
Ernest Nlandu Kamavuako, Usman Ayub Sheikh, Syed Omer Gilani, Mohsin Jamil, Imran Khan Niazi
2018 J jnl
Effect of subject training on a movement-related cortical potential-based brain-computer interface.
Biomed. Signal Process. Control.
Mads Jochumsen, Imran Khan Niazi, Rasmus Wiberg Nedergaard, Muhammad Samran Navid, Kim Dremstrup
2018 J jnl
Investigation of Optimal Afferent Feedback Modality for Inducing Neural Plasticity with A Self-Paced Brain-Computer Interface.
Sensors
Mads Jochumsen, Sylvain Cremoux, Lucien Robinault, Jimmy Lauber, Juan Carlos Arceo, Muhammad Samran Navid, Rasmus Wiberg Nedergaard, Usman Rashid, Heidi Haavik, Imran Khan Niazi
2018 J jnl
Multiday EMG-Based Classification of Hand Motions with Deep Learning Techniques.
Sensors
Muhammad Zia ur Rehman, Asim Waris, Syed Omer Gilani, Mads Jochumsen, Imran Khan Niazi, Mohsin Jamil, Dario Farina, Ernest Nlandu Kamavuako
2018 — conf
Performance of Combined Surface and Intramuscular EMG for Classification of Hand Movements.
EMBC
Muhammad Zia ur Rehman, Syed Omer Gilani, Asim Waris, Mads Jochumsen, Imran Khan Niazi, Ernest Nlandu Kamavuako
2017 — conf
A novel approach for classification of hand movements using surface EMG signals.
ISSPIT
Muhammad Zia ur Rehman, Syed Omer Gilani, Asim Waris, Imran Khan Niazi, Ernest Nlandu Kamavuako
2017 J jnl
Classification of Hand Grasp Kinetics and Types Using Movement-Related Cortical Potentials and EEG Rhythms.
Comput. Intell. Neurosci.
Mads Jochumsen, Cecilie Rovsing, Helene Rovsing, Imran Khan Niazi, Kim Dremstrup, Ernest Nlandu Kamavuako
2016 J jnl
Detecting and classifying three different hand movement types through electroencephalography recordings for neurorehabilitation.
Medical Biol. Eng. Comput.
Mads Jochumsen, Imran Khan Niazi, Kim Dremstrup, Ernest Nlandu Kamavuako
2016 — conf
Feature domain-specific movement intention detection for stroke rehabilitation with brain-computer interfaces.
EMBC
Johannes Thorling Hadsund, Mathias Brønd Sørensen, Albert Cid-Royo, Imran Khan Niazi, Helene Rovsing, Cecilie Rovsing, Mads Jochumsen
2016 — ch.
LQR Based Training of Adaptive Neuro-Fuzzy Controller.
Advances in Neural Networks
Usman Rashid, Mohsin Jamil, Syed Omer Gilani, Imran Khan Niazi
2016 — ch.
Universal Matched-Filter Template Versus Individualized Template for Single Trial Detection of Movement Intentions of Different Tasks.
Advances in Neural Networks
Muhammad Akmal, Mads Jochumsen, Muhammad Samran Navid, Muhammad Shafique, Syed Muhammad Tahir Zaidi, Denise Taylor, Imran Khan Niazi
2015 J jnl
A Review of Techniques for Detection of Movement Intention Using Movement-Related Cortical Potentials.
Comput. Math. Methods Medicine
Aqsa Shakeel, Muhammad Samran Navid, Muhammad Nabeel Anwar, Suleman Mazhar, Mads Jochumsen, Imran Khan Niazi
2015 — conf
An empirical study to remove noise from single-trial MRCP for movement intention detection.
CCECE
Ali Hassan, Farhan Riaz, Saad Rehman, Mads Jochumsen, Imran Khan Niazi, Kim Dremstrup
2015 J jnl
Comparison of Features for Movement Prediction from Single-Trial Movement-Related Cortical Potentials in Healthy Subjects and Stroke Patients.
Comput. Intell. Neurosci.
Ernest Nlandu Kamavuako, Mads Jochumsen, Imran Khan Niazi, Kim Dremstrup
2015 C conf
Using a Portable Device for Online Single-Trial MRCP Detection and Classification.
IDEAL
Ali Hassan, Usman Ghani, Farhan Riaz, Saad Rehman, Mads Jochumsen, Denise Taylor, Imran Khan Niazi
2014 Misc conf
Classification of kinetics of movement for lower limb using covariate shift method for brain computer interface.
ICASSP
Ali Hassan, Imran Khan Niazi, Mads Jochumsen, Farhan Riaz, Kim Dremstrup
2014 — conf
Processing movement related cortical potentials in EEG signals for identification of slow and fast movements.
EMBC
Farhan Riaz, Ali Hassan, Saad Rehman, Imran Khan Niazi, Mads Jochumsen, Kim Dremstrup
2014 C conf
Use of Empirical Mode Decomposition for Classification of MRCP Based Task Parameters.
IDEAL
Ali Hassan, Hassan Akhtar, Muhammad Junaid Khan, Farhan Riaz, Faiza Hassan, Imran Khan Niazi, Mads Jochumsen, Kim Dremstrup
2013 J jnl
Detection of movement-related cortical potentials based on subject-independent training.
Medical Biol. Eng. Comput.
Imran Khan Niazi, Ning Jiang, Mads Jochumsen, Jørgen Feldbæk Nielsen, Kim Dremstrup, Dario Farina
2011 — conf
Accuracy of a BCI based on movement-related and error potentials.
EMBC
Xavier Artusi, Imran Khan Niazi, Marie-Françoise Lucas, Dario Farina
2011 — conf
LivBioSig: Development of a toolbox for online bio-signals processing and experimentation.
EMBC
T. Lorrain, Imran Khan Niazi, O. Thibergien, Ning Jiang, Dario Farina
2011 J jnl
Performance of a Simulated Adaptive BCI Based on Experimental Classification of Movement-Related and Error Potentials.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Xavier Artusi, Imran Khan Niazi, Marie-Françoise Lucas, Dario Farina