Detection of movement-related cortical potentials based on subject-independent training. - Imran Khan Niazi; Ning Jiang 001; Mads Jochumsen; Jørgen Feldbæk Nielsen; Kim Dremstrup; Dario Farina (Medical Biol. Eng. Comput., 2013)

Processing movement related cortical potentials in EEG signals for identification of slow and fast movements. - Farhan Riaz; Ali Hassan 001; Saad Rehman; Imran Khan Niazi; Mads Jochumsen; Kim Dremstrup (EMBC, 2014)

Classification of kinetics of movement for lower limb using covariate shift method for brain computer interface. - Ali Hassan 001; Imran Khan Niazi; Mads Jochumsen; Farhan Riaz; Kim Dremstrup (ICASSP, 2014)

Use of Empirical Mode Decomposition for Classification of MRCP Based Task Parameters. - Ali Hassan 001; Hassan Akhtar; Muhammad Junaid Khan; Farhan Riaz; Faiza Hassan; Imran Khan Niazi; Mads Jochumsen; Kim Dremstrup (IDEAL, 2014)

An empirical study to remove noise from single-trial MRCP for movement intention detection. - Ali Hassan 001; Farhan Riaz; Saad Rehman; Mads Jochumsen; Imran Khan Niazi; Kim Dremstrup (CCECE, 2015)

Using a Portable Device for Online Single-Trial MRCP Detection and Classification. - Ali Hassan 001; Usman Ghani; Farhan Riaz; Saad Rehman; Mads Jochumsen; Denise Taylor; Imran Khan Niazi (IDEAL, 2015)

Comparison of Features for Movement Prediction from Single-Trial Movement-Related Cortical Potentials in Healthy Subjects and Stroke Patients. - Ernest Nlandu Kamavuako; Mads Jochumsen; Imran Khan Niazi; Kim Dremstrup (Comput. Intell. Neurosci., 2015)

A Review of Techniques for Detection of Movement Intention Using Movement-Related Cortical Potentials. - Aqsa Shakeel; Muhammad Samran Navid; Muhammad Nabeel Anwar; Suleman Mazhar; Mads Jochumsen; Imran Khan Niazi (Comput. Math. Methods Medicine, 2015)

Feature domain-specific movement intention detection for stroke rehabilitation with brain-computer interfaces. - Johannes Thorling Hadsund; Mathias Brønd Sørensen; Albert Cid-Royo; Imran Khan Niazi; Helene Rovsing; Cecilie Rovsing; Mads Jochumsen (EMBC, 2016)

Detecting and classifying three different hand movement types through electroencephalography recordings for neurorehabilitation. - Mads Jochumsen; Imran Khan Niazi; Kim Dremstrup; Ernest Nlandu Kamavuako (Medical Biol. Eng. Comput., 2016)

Universal Matched-Filter Template Versus Individualized Template for Single Trial Detection of Movement Intentions of Different Tasks. - Muhammad Akmal; Mads Jochumsen; Muhammad Samran Navid; Muhammad Shafique; Syed Muhammad Tahir Zaidi; Denise Taylor; Imran Khan Niazi (Advances in Neural Networks, 2016)

Classification of Hand Grasp Kinetics and Types Using Movement-Related Cortical Potentials and EEG Rhythms. - Mads Jochumsen; Cecilie Rovsing; Helene Rovsing; Imran Khan Niazi; Kim Dremstrup; Ernest Nlandu Kamavuako (Comput. Intell. Neurosci., 2017)

Performance of Combined Surface and Intramuscular EMG for Classification of Hand Movements. - Muhammad Zia ur Rehman 002; Syed Omer Gilani; Asim Waris; Mads Jochumsen; Imran Khan Niazi; Ernest Nlandu Kamavuako (EMBC, 2018)

Effect of subject training on a movement-related cortical potential-based brain-computer interface. - Mads Jochumsen; Imran Khan Niazi; Rasmus Wiberg Nedergaard; Muhammad Samran Navid; Kim Dremstrup (Biomed. Signal Process. Control., 2018)

The effect of arm position on classification of hand gestures with intramuscular EMG. - Mads Jochumsen; Asim Waris; Ernest Nlandu Kamavuako (Biomed. Signal Process. Control., 2018)

Investigation of Optimal Afferent Feedback Modality for Inducing Neural Plasticity with A Self-Paced Brain-Computer Interface. - Mads Jochumsen; Sylvain Cremoux; Lucien Robinault; Jimmy Lauber; Juan Carlos Arceo; Muhammad Samran Navid; Rasmus Wiberg Nedergaard; Usman Rashid; Heidi Haavik; Imran Khan Niazi (Sensors, 2018)

Multiday EMG-Based Classification of Hand Motions with Deep Learning Techniques. - Muhammad Zia ur Rehman 002; Asim Waris; Syed Omer Gilani; Mads Jochumsen; Imran Khan Niazi; Mohsin Jamil; Dario Farina; Ernest Nlandu Kamavuako (Sensors, 2018)

Designing a brain computer interface for control of an assistive robotic manipulator using steady state visually evoked potentials. - Rasmus Leck Kæseler; Kasper Leerskov; Lotte N. S. Andreasen Struijk; Kim Dremstrup; Mads Jochumsen (ICORR, 2019)

Decoding covert speech for intuitive control of brain-computer interfaces based on single-trial EEG: a feasibility study. - L. Tøttrup; Kasper Leerskov; Johannes Thorling Hadsund; Ernest Nlandu Kamavuako; Rasmus Leck Kæseler; Mads Jochumsen (ICORR, 2019)

A Tensor-Based Method for Completion of Missing Electromyography Data. - Muhammad Akmal; Syed Zubair; Mads Jochumsen; Ernest Nlandu Kamavuako; Imran Khan Niazi (IEEE Access, 2019)

Detection and classification of tongue movements from single-trial EEG. - Rasmus Leck Kæseler; Lotte N. S. Andreasen Struijk; Mads Jochumsen (BIBE, 2020)

Investigating the feasibility of combining EEG and EMG for controlling a hybrid human computer interface in patients with spinal cord injury. - Kasper Leerskov; Muhammad Zia ur Rehman; Imran Khan Niazi; Sylvain Cremoux; Mads Jochumsen (BIBE, 2020)

Upper limb complex movements decoding from pre-movement EEG signals using wavelet common spatial patterns. - Mahdieh Mohseni; Vahid Shalchyan; Mads Jochumsen; Imran Khan Niazi (Comput. Methods Programs Biomed., 2020)

Classification of error-related potentials from single-trial EEG in association with executed and imagined movements: a feature and classifier investigation. - Nayab Usama; Kasper Leerskov; Imran Khan Niazi; Kim Dremstrup; Mads Jochumsen (Medical Biol. Eng. Comput., 2020)

EEG Headset Evaluation for Detection of Single-Trial Movement Intention for Brain-Computer Interfaces. - Mads Jochumsen; Hendrik Knoche; Troels Wesenberg Kjaer; Birthe Dinesen; Preben Kidmose (Sensors, 2020)

Decoding Attempted Hand Movements in Stroke Patients Using Surface Electromyography. - Mads Jochumsen; Imran Khan Niazi; Muhammad Zia ur Rehman 002; Imran Amjad; Muhammad Shafique; Syed Omer Gilani; Asim Waris (Sensors, 2020)

A Multiday Evaluation of Real-Time Intramuscular EMG Usability with ANN. - Asim Waris; Muhammad Zia ur Rehman 002; Imran Khan Niazi; Mads Jochumsen; Kevin B. Englehart; Winnie Jensen; Heidi Haavik; Ernest Nlandu Kamavuako (Sensors, 2020)

Optimizing steady-state visual evoked potential classifiers for high performance and low computational costs in brain-computer interfacing. - Rasmus Leck Kæseler; Lotte N. S. Andreasen Struijk; Mads Jochumsen (BIBE, 2021)

Effect of Continuous and Discrete Feedback on Agency and Frustration in a Brain-Computer Interface Virtual Reality Interaction. - Thomas K. K. Kjeldsen; Thomas B. Nielsen; Hamzah Ziadeh; Steffen Lehmann; Louise D. Nielsen; Dávid Gulyás; Bastian Ilsø Hougaard; Hendrik Knoche; Mads Jochumsen (BIBE, 2021)

How can we help? Towards a design framework for performance-accommodation mechanisms for users struggling with input. - Ingeborg Goll Rossau; Rasmus Bugge Skammelsen; Jedrzej Jacek Czapla; Bastian Ilsø Hougaard; Hendrik Knoche; Mads Jochumsen (CHI PLAY, 2021)

Induction of Neural Plasticity Using a Low-Cost Open Source Brain-Computer Interface and a 3D-Printed Wrist Exoskeleton. - Mads Jochumsen; Taha Al Muhammadee Janjua; Juan Carlos Arceo; Jimmy Lauber; Emilie Simoneau Buessinger; Rasmus Leck Kæseler (Sensors, 2021)

Decoding of Ankle Joint Movements in Stroke Patients Using Surface Electromyography. - Afaq Noor; Asim Waris; Syed Omer Gilani; Amer Sohail Kashif; Mads Jochumsen; Javaid Iqbal; Imran Khan Niazi (Sensors, 2021)

Detection of Error-Related Potentials in Stroke Patients from EEG Using an Artificial Neural Network. - Nayab Usama; Imran Khan Niazi; Kim Dremstrup; Mads Jochumsen (Sensors, 2021)

Comparing the Usability of Alternative EEG Devices to Traditional Electrode Caps for SSVEP-BCI Controlled Assistive Robots. - Ana S. S. Cardoso; Lotte N. S. Andreasen Struijk; Rasmus Leck Kæseler; Mads Jochumsen (ICORR, 2022)

Modulating Frustration and Agency Using Fabricated Input for Motor Imagery BCIs in Stroke Rehabilitation. - Bastian Ilsø Hougaard; Hendrik Knoche; Mathias Sand Kristensen; Mads Jochumsen (IEEE Access, 2022)

Modulating Heart Rate Variability through Deep Breathing Exercises and Transcutaneous Auricular Vagus Nerve Stimulation: A Study in Healthy Participants and in Patients with Rheumatoid Arthritis or Systemic Lupus Erythematosus. - Mette Kjeldsgaard Jensen; Sally Søgaard Andersen; Stine Søgaard Andersen; Caroline Hundborg Liboriussen; Salome Kristensen; Mads Jochumsen (Sensors, 2022)

Implementing Performance Accommodation Mechanisms in Online BCI for Stroke Rehabilitation: A Study on Perceived Control and Frustration. - Mads Jochumsen; Bastian Ilsø Hougaard; Mathias Sand Kristensen; Hendrik Knoche (Sensors, 2022)

Investigating the Dose-Response Relationship between Deep Breathing and Heart Rate Variability in Healthy Participants and Across-Days Reliability in Patients with Rheumatoid Arthritis and Systemic Lupus Erythematosus. - Caroline Hundborg Liboriussen; Stine Søgaard Andersen; Sally Søgaard Andersen; Mette Kjeldsgaard Jensen; Mads Jochumsen; Salome Kristensen (Sensors, 2022)

Single-Trial Classification of Error-Related Potentials in People with Motor Disabilities: A Study in Cerebral Palsy, Stroke, and Amputees. - Nayab Usama; Imran Khan Niazi; Kim Dremstrup; Mads Jochumsen (Sensors, 2022)

Assessing Mode-Switching Strategies for Assistive Robotic Manipulators Using a Preliminary Version of the Novel Non-invasive Tongue-Computer Interface. - Ana S. Santos Cardoso; Mostafa Mohammadi; Rasmus Leck Kæseler; Mads Jochumsen; Lotte N. S. Andreasen Struijk (EMBC, 2023)

Can water-based EEG caps record robust movement-related cortical potentials (MRCPs) for single and multiple joint movements? - Usman Ghani; Mads Jochumsen; Mona Bruun Gyldenvang; Imran Khan Niazi (EMBC, 2023)

Brain Patterns Generated while Using a Tongue Control Interface: A Preliminary Study with Two Individuals with ALS. - Rasmus Leck Kæseler; Mads Jochumsen; Ana S. Santos Cardoso; Lotte N. S. Andreasen Struijk (SMC, 2023)

The Effect of Caffeine on Movement-Related Cortical Potential Morphology and Detection. - Mads Jochumsen; Emma Rahbek Lavesen; Anne Bruun Griem; Caroline Falkenberg-Andersen; Sofie Kirstine Gedsø Jensen (Sensors, 2024)

Detection of Movement-Related Brain Activity Associated with Hand and Tongue Movements from Single-Trial Around-Ear EEG. - Dávid Gulyás; Mads Jochumsen (Sensors, 2024)