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ORCIDMads Jochumsen
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Journal Articles
- 2024
[j26]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): 4030 (2024)- [j25]Dávid Gulyás, Mads Jochumsen:
Detection of Movement-Related Brain Activity Associated with Hand and Tongue Movements from Single-Trial Around-Ear EEG. Sensors 24(18): 6004 (2024) - 2022
- [j24]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: 72312-72327 (2022) - [j23]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): 1177-1187 (2022) - [j22]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): 1676 (2022) - [j21]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): 6849 (2022) - [j20]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): 7884 (2022) - [j19]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): 9051 (2022) - 2021
- [j18]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): 572 (2021) - [j17]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): 1575 (2021) - [j16]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): 6274 (2021) - 2020
- [j15]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) - [j14]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): 2699-2710 (2020) - [j13]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): 2804 (2020) - [j12]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): 3385 (2020) - [j11]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): 6763 (2020) - 2019
- [j10]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: 104710-104720 (2019) - 2018
- [j9]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: 63-68 (2018) - [j8]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: 1-8 (2018) - [j7]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): 2497 (2018) - [j6]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): 3761 (2018) - 2017
- [j5]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: 7470864:1-7470864:8 (2017) - 2016
- [j4]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): 1491-1501 (2016) - 2015
- [j3]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: 858015:1-858015:8 (2015) - [j2]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: 346217:1-346217:13 (2015) - 2013
- [j1]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): 507-512 (2013)
Conference and Workshop Papers
- 2023
- [c18]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: 1-4 - [c17]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: 1-4 - [c16]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: 4242-4246 - 2022
- [c15]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: 1-6 - 2021
- [c14]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: 1-4 - [c13]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: 1-5 - [c12]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: 10-16 - 2020
- [c11]Rasmus Leck Kæseler, Lotte N. S. Andreasen Struijk, Mads Jochumsen:
Detection and classification of tongue movements from single-trial EEG. BIBE 2020: 376-379 - [c10]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: 403-410 - 2019
- [c9]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: 689-693 - [c8]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: 1067-1072 - 2018
- [c7]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: 5220-5223 - 2016
- [c6]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: 5725-5728 - 2015
- [c5]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: 184-189 - [c4]Ali Hassan, Usman 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: 527-534 - 2014
- [c3]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: 4908-4911 - [c2]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: 5854-5858 - [c1]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: 77-84
Parts in Books or Collections
- 2016
- [p1]Muhammad Akmal, Mads Jochumsen, Muhammad Samran Navid, Muhammad Shafique, Syed Muhammad Tahir Zaidi, Denise Taylor, Imran Khan Niazi:
Universal Matched-Filter Template Versus Individualized Template for Single Trial Detection of Movement Intentions of Different Tasks. Advances in Neural Networks 2016: 275-282
Coauthor Index
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