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 | 162 | 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 | 132 | 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 | 132 | 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 | 105 | 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 | 88 | 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 | 79 | 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 | 68 | 2016 |
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 | 58 | 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 | 54 | 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 | 53 | 2019 |
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 | 51 | 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 | 48 | 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 | 41 | 2017 |
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 | 31 | 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 | 31 | 2015 |
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 | 29 | 2020 |
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 | 24 | 2020 |
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 | 23 | 2019 |
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 | 22 | 2015 |
Self-paced online vs. cue-based offline brain–computer interfaces for inducing neural plasticity M Jochumsen, MS Navid, RW Nedergaard, N Signal, U Rashid, A Hassan, ... Brain sciences 9 (6), 127, 2019 | 21 | 2019 |