Mads Jochumsen

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 35

Top Topics

Heart Rate Variability

Rheumatoid Arthritis

Top Venues

Publications

Mads Jochumsen, Emma Rahbek Lavesen, Anne Bruun Griem, Caroline Falkenberg-Andersen, Sofie Kirstine Gedsø Jensen
The Effect of Caffeine on Movement-Related Cortical Potential Morphology and Detection. Sensors 24 (12) (2024)
Ana S. Santos Cardoso, Mostafa Mohammadi, Rasmus Leck Kæseler, Mads Jochumsen, Lotte N. S. Andreasen Struijk
Assessing Mode-Switching Strategies for Assistive Robotic Manipulators Using a Preliminary Version of the Novel Non-invasive Tongue-Computer Interface. EMBC (2023)
Rasmus Leck Kæseler, Mads Jochumsen, Ana S. Santos Cardoso, Lotte N. S. Andreasen Struijk
Brain Patterns Generated while Using a Tongue Control Interface: A Preliminary Study with Two Individuals with ALS. SMC (2023)
Usman Ghani, Mads Jochumsen, Mona Bruun Gyldenvang, Imran Khan Niazi
Can water-based EEG caps record robust movement-related cortical potentials (MRCPs) for single and multiple joint movements? EMBC (2023)
Caroline Hundborg Liboriussen, Stine Søgaard Andersen, Sally Søgaard Andersen, Mette Kjeldsgaard Jensen, Mads Jochumsen, Salome Kristensen
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. Sensors 22 (18) (2022)
Ana S. S. Cardoso, Lotte N. S. Andreasen Struijk, Rasmus Leck Kæseler, Mads Jochumsen
Comparing the Usability of Alternative EEG Devices to Traditional Electrode Caps for SSVEP-BCI Controlled Assistive Robots. ICORR (2022)
Bastian Ilsø Hougaard, Hendrik Knoche, Mathias Sand Kristensen, Mads Jochumsen
Modulating Frustration and Agency Using Fabricated Input for Motor Imagery BCIs in Stroke Rehabilitation. IEEE Access 10 (2022)
Mette Kjeldsgaard Jensen, Sally Søgaard Andersen, Stine Søgaard Andersen, Caroline Hundborg Liboriussen, Salome Kristensen, Mads Jochumsen
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. Sensors 22 (20) (2022)
Nayab Usama, Imran Khan Niazi, Kim Dremstrup, Mads Jochumsen
Single-Trial Classification of Error-Related Potentials in People with Motor Disabilities: A Study in Cerebral Palsy, Stroke, and Amputees. Sensors 22 (4) (2022)
Muhammad Akmal, Syed Zubair, Mads Jochumsen, Muhammad Zia-ur Rehman, Ernest Nlandu Kamavuako, Muhammad Irfan Abid, Imran Khan Niazi
Scalable tensor factorization for recovering multiday missing intramuscular electromyography data. J. Intell. Fuzzy Syst. 43 (1) (2022)
Mads Jochumsen, Bastian Ilsø Hougaard, Mathias Sand Kristensen, Hendrik Knoche
Implementing Performance Accommodation Mechanisms in Online BCI for Stroke Rehabilitation: A Study on Perceived Control and Frustration. Sensors 22 (23) (2022)
Afaq Noor, Asim Waris, Syed Omer Gilani, Amer Sohail Kashif, Mads Jochumsen, Javaid Iqbal, Imran Khan Niazi
Decoding of Ankle Joint Movements in Stroke Patients Using Surface Electromyography. Sensors 21 (5) (2021)
Nayab Usama, Imran Khan Niazi, Kim Dremstrup, Mads Jochumsen
Detection of Error-Related Potentials in Stroke Patients from EEG Using an Artificial Neural Network. Sensors 21 (18) (2021)
Thomas K. K. Kjeldsen, Thomas B. Nielsen, Hamzah Ziadeh, Steffen Lehmann, Louise D. Nielsen, Dávid Gulyás, Bastian Ilsø Hougaard, Hendrik Knoche, Mads Jochumsen
Effect of Continuous and Discrete Feedback on Agency and Frustration in a Brain-Computer Interface Virtual Reality Interaction. BIBE (2021)
Mads Jochumsen, Taha Al Muhammadee Janjua, Juan Carlos Arceo, Jimmy Lauber, Emilie Simoneau Buessinger, Rasmus Leck Kæseler
Induction of Neural Plasticity Using a Low-Cost Open Source Brain-Computer Interface and a 3D-Printed Wrist Exoskeleton. Sensors 21 (2) (2021)
Rasmus Leck Kæseler, Lotte N. S. Andreasen Struijk, Mads Jochumsen
Optimizing steady-state visual evoked potential classifiers for high performance and low computational costs in brain-computer interfacing. BIBE (2021)
Ingeborg Goll Rossau, Rasmus Bugge Skammelsen, Jedrzej Jacek Czapla, Bastian Ilsø Hougaard, Hendrik Knoche, Mads Jochumsen
How can we help? Towards a design framework for performance-accommodation mechanisms for users struggling with input. CHI PLAY (2021)
Mahdieh Mohseni, Vahid Shalchyan, Mads Jochumsen, Imran Khan Niazi
Upper limb complex movements decoding from pre-movement EEG signals using wavelet common spatial patterns. Comput. Methods Programs Biomed. 183 (2020)
Rasmus Leck Kæseler, Lotte N. S. Andreasen Struijk, Mads Jochumsen
Detection and classification of tongue movements from single-trial EEG. BIBE (2020)
Mads Jochumsen, Imran Khan Niazi, Muhammad Zia-ur Rehman, Imran Amjad, Muhammad Shafique, Syed Omer Gilani, Asim Waris
Decoding Attempted Hand Movements in Stroke Patients Using Surface Electromyography. Sensors 20 (23) (2020)
Asim Waris, Muhammad Zia-ur Rehman, Imran Khan Niazi, Mads Jochumsen, Kevin B. Englehart, Winnie Jensen, Heidi Haavik, Ernest Nlandu Kamavuako
A Multiday Evaluation of Real-Time Intramuscular EMG Usability with ANN. Sensors 20 (12) (2020)
Mads Jochumsen, Hendrik Knoche, Troels Wesenberg Kjaer, Birthe Dinesen, Preben Kidmose
EEG Headset Evaluation for Detection of Single-Trial Movement Intention for Brain-Computer Interfaces. Sensors 20 (10) (2020)
Nayab Usama, Kasper Leerskov, Imran Khan Niazi, Kim Dremstrup, Mads Jochumsen
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. 58 (11) (2020)
Kasper Leerskov, Muhammad Zia-ur Rehman, Imran Khan Niazi, Sylvain Cremoux, Mads Jochumsen
Investigating the feasibility of combining EEG and EMG for controlling a hybrid human computer interface in patients with spinal cord injury. BIBE (2020)
Rasmus Leck Kæseler, Kasper Leerskov, Lotte N. S. Andreasen Struijk, Kim Dremstrup, Mads Jochumsen
Designing a brain computer interface for control of an assistive robotic manipulator using steady state visually evoked potentials. ICORR (2019)
L. Tøttrup, Kasper Leerskov, Johannes Thorling Hadsund, Ernest Nlandu Kamavuako, Rasmus Leck Kæseler, Mads Jochumsen
Decoding covert speech for intuitive control of brain-computer interfaces based on single-trial EEG: a feasibility study. ICORR (2019)
Muhammad Akmal, Syed Zubair, Mads Jochumsen, Ernest Nlandu Kamavuako, Imran Khan Niazi
A Tensor-Based Method for Completion of Missing Electromyography Data. IEEE Access 7 (2019)
Muhammad Zia-ur Rehman, Asim Waris, Syed Omer Gilani, Mads Jochumsen, Imran Khan Niazi, Mohsin Jamil, Dario Farina, Ernest Nlandu Kamavuako
Multiday EMG-Based Classification of Hand Motions with Deep Learning Techniques. Sensors 18 (8) (2018)
Mads Jochumsen, Imran Khan Niazi, Rasmus Wiberg Nedergaard, Muhammad Samran Navid, Kim Dremstrup
Effect of subject training on a movement-related cortical potential-based brain-computer interface. Biomed. Signal Process. Control. 41 (2018)
Mads Jochumsen, Asim Waris, Ernest Nlandu Kamavuako
The effect of arm position on classification of hand gestures with intramuscular EMG. Biomed. Signal Process. Control. 43 (2018)
Muhammad Zia-ur Rehman, Syed Omer Gilani, Asim Waris, Mads Jochumsen, Imran Khan Niazi, Ernest Nlandu Kamavuako
Performance of Combined Surface and Intramuscular EMG for Classification of Hand Movements. EMBC (2018)
Mads Jochumsen, Sylvain Cremoux, Lucien Robinault, Jimmy Lauber, Juan Carlos Arceo, Muhammad Samran Navid, Rasmus Wiberg Nedergaard, Usman Rashid, Heidi Haavik, Imran Khan Niazi
Investigation of Optimal Afferent Feedback Modality for Inducing Neural Plasticity with A Self-Paced Brain-Computer Interface. Sensors 18 (11) (2018)
Mads Jochumsen, Cecilie Rovsing, Helene Rovsing, Imran Khan Niazi, Kim Dremstrup, Ernest Nlandu Kamavuako
Classification of Hand Grasp Kinetics and Types Using Movement-Related Cortical Potentials and EEG Rhythms. Comput. Intell. Neurosci. 2017 (2017)
Johannes Thorling Hadsund, Mathias Brønd Sørensen, Albert Cid-Royo, Imran Khan Niazi, Helene Rovsing, Cecilie Rovsing, Mads Jochumsen
Feature domain-specific movement intention detection for stroke rehabilitation with brain-computer interfaces. EMBC (2016)
Mads Jochumsen, Imran Khan Niazi, Kim Dremstrup, Ernest Nlandu Kamavuako
Detecting and classifying three different hand movement types through electroencephalography recordings for neurorehabilitation. Medical Biol. Eng. Comput. 54 (10) (2016)
Ali Hassan, U. Ghani, Farhan Riaz, Saad Rehman, Mads Jochumsen, Denise Taylor, Imran Khan Niazi
Using a Portable Device for Online Single-Trial MRCP Detection and Classification. IDEAL (2015)
Aqsa Shakeel, Muhammad Samran Navid, Muhammad Nabeel Anwar, Suleman Mazhar, Mads Jochumsen, Imran Khan Niazi
A Review of Techniques for Detection of Movement Intention Using Movement-Related Cortical Potentials. Comput. Math. Methods Medicine 2015 (2015)
Ernest Nlandu Kamavuako, Mads Jochumsen, Imran Khan Niazi, Kim Dremstrup
Comparison of Features for Movement Prediction from Single-Trial Movement-Related Cortical Potentials in Healthy Subjects and Stroke Patients. Comput. Intell. Neurosci. 2015 (2015)
Ali Hassan, Farhan Riaz, Saad Rehman, Mads Jochumsen, Imran Khan Niazi, Kim Dremstrup
An empirical study to remove noise from single-trial MRCP for movement intention detection. CCECE (2015)
Ali Hassan, Hassan Akhtar, Muhammad Junaid Khan, Farhan Riaz, Faiza Hassan, Imran Khan Niazi, Mads Jochumsen, Kim Dremstrup
Use of Empirical Mode Decomposition for Classification of MRCP Based Task Parameters. IDEAL (2014)
Farhan Riaz, Ali Hassan, Saad Rehman, Imran Khan Niazi, Mads Jochumsen, Kim Dremstrup
Processing movement related cortical potentials in EEG signals for identification of slow and fast movements. EMBC (2014)
Ali Hassan, Imran Khan Niazi, Mads Jochumsen, Farhan Riaz, Kim Dremstrup
Classification of kinetics of movement for lower limb using covariate shift method for brain computer interface. ICASSP (2014)
Imran Khan Niazi, Ning Jiang, Mads Jochumsen, Jørgen Feldbæk Nielsen, Kim Dremstrup, Dario Farina
Detection of movement-related cortical potentials based on subject-independent training. Medical Biol. Eng. Comput. 51 (5) (2013)