|Multiday EMG-based classification of hand motions with deep learning techniques|
M Zia ur Rehman, A Waris, SO Gilani, M Jochumsen, IK Niazi, M Jamil, ...
Sensors 18 (8), 2497, 2018
|A review of techniques for detection of movement intention using movement-related cortical potentials|
A Shakeel, MS Navid, MN Anwar, S Mazhar, M Jochumsen, IK Niazi
Computational and mathematical methods in medicine 2015, 2015
|Detection and classification of movement-related cortical potentials associated with task force and speed|
M Jochumsen, IK Niazi, N Mrachacz-Kersting, D Farina, K Dremstrup
Journal of neural engineering 10 (5), 056015, 2013
|Detection of movement-related cortical potentials based on subject-independent training|
IK Niazi, N Jiang, M Jochumsen, JF Nielsen, K Dremstrup, D Farina
Medical & biological engineering & computing 51, 507-512, 2013
|Manipulation of dysfunctional spinal joints affects sensorimotor integration in the prefrontal cortex: a brain source localization study|
D Lelic, IK Niazi, K Holt, M Jochumsen, K Dremstrup, P Yielder, B Murphy, ...
Neural plasticity 2016, 2016
|Detecting and classifying movement-related cortical potentials associated with hand movements in healthy subjects and stroke patients from single-electrode, single-trial EEG|
M Jochumsen, IK Niazi, D Taylor, D Farina, K Dremstrup
Journal of neural engineering 12 (5), 056013, 2015
|Detecting and classifying three different hand movement types through electroencephalography recordings for neurorehabilitation|
M Jochumsen, IK Niazi, K Dremstrup, EN Kamavuako
Medical & biological engineering & computing 54, 1491-1501, 2016
|Xbox 360 kinect cognitive games improve slowness, complexity of EEG, and cognitive functions in subjects with mild cognitive impairment: a randomized control trial|
I Amjad, H Toor, IK Niazi, S Pervaiz, M Jochumsen, M Shafique, H Haavik, ...
Games for health journal 8 (2), 144-152, 2019
|Comparison of spatial filters and features for the detection and classification of movement-related cortical potentials in healthy individuals and stroke patients|
M Jochumsen, IK Niazi, N Mrachacz-Kersting, N Jiang, D Farina, ...
Journal of neural engineering 12 (5), 056003, 2015
|Impact of spinal manipulation on cortical drive to upper and lower limb muscles|
H Haavik, IK Niazi, M Jochumsen, D Sherwin, S Flavel, KS Türker
Brain sciences 7 (1), 2, 2016
|The effect of arm position on classification of hand gestures with intramuscular EMG|
M Jochumsen, A Waris, EN Kamavuako
Biomedical Signal Processing and Control 43, 1-8, 2018
|Therapeutic effects of aerobic exercise on EEG parameters and higher cognitive functions in mild cognitive impairment patients|
I Amjad, H Toor, IK Niazi, H Afzal, M Jochumsen, M Shafique, K Allen, ...
International Journal of Neuroscience 129 (6), 551-562, 2019
|Quantification of movement-related EEG correlates associated with motor training: A study on movement-related cortical potentials and sensorimotor rhythms|
M Jochumsen, C Rovsing, H Rovsing, S Cremoux, N Signal, K Allen, ...
Frontiers in human neuroscience 11, 604, 2017
|Upper limb complex movements decoding from pre-movement EEG signals using wavelet common spatial patterns|
M Mohseni, V Shalchyan, M Jochumsen, IK Niazi
Computer methods and programs in biomedicine 183, 105076, 2020
|Pairing voluntary movement and muscle-located electrical stimulation increases cortical excitability|
M Jochumsen, IK Niazi, N Signal, RW Nedergaard, K Holt, H Haavik, ...
Frontiers in human neuroscience 10, 482, 2016
|Comparison of features for movement prediction from single-trial movement-related cortical potentials in healthy subjects and stroke patients|
EN Kamavuako, M Jochumsen, IK Niazi, K Dremstrup
Computational Intelligence and Neuroscience 2015, 71-71, 2015
|EMG-versus EEG-triggered electrical stimulation for inducing corticospinal plasticity|
M Jochumsen, MS Navid, U Rashid, H Haavik, IK Niazi
IEEE transactions on neural systems and rehabilitation engineering 27 (9 …, 2019
|Evaluation of EEG headset mounting for brain-computer interface-based stroke rehabilitation by patients, therapists, and relatives|
M Jochumsen, H Knoche, P Kidmose, TW Kjær, BI Dinesen
Frontiers in human neuroscience 14, 13, 2020
|Online multi-class brain-computer interface for detection and classification of lower limb movement intentions and kinetics for stroke rehabilitation|
M Jochumsen, I Khan Niazi, M Samran Navid, M Nabeel Anwar, D Farina, ...
Brain-Computer Interfaces 2 (4), 202-210, 2015
|Investigation of optimal afferent feedback modality for inducing neural plasticity with a self-paced brain-computer interface|
M Jochumsen, S Cremoux, L Robinault, J Lauber, JC Arceo, MS Navid, ...
Sensors 18 (11), 3761, 2018