20102021

Research output per year

If you made any changes in Pure these will be visible here soon.

Research Output

2020

Deep Breathing Increases Heart Rate Variability in Patients With Rheumatoid Arthritis and Systematic Lupus Erythematosus

Rovsing, C., Rovsing, H., Liboriussen, C. H., Jensen, M. K., Andersen, S. S., Andersen, S. S., Kristensen, S. & Jochumsen, M., 18 Mar 2020, In : Clinical Rheumatology.

Research output: Contribution to journalJournal article

Evaluation of EEG Headset Mounting for Brain-Computer Interface-Based Stroke Rehabilitation by Patients, Therapists, and Relatives

Jochumsen, M., Knoche, H., Kidmose, P., Kjær, T. W. & Dinesen, B. I., 2020, In : Frontiers in Human Neuroscience. 14, 10 p., 13.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
5 Downloads (Pure)

Upper Limb Complex Movements Decoding From Pre-Movement EEG Signals Using Wavelet Common Spatial Patterns

Mohseni, M., Shalchyan, V., Jochumsen, M. & Niazi, I. K., 1 Jan 2020, In : Computer Methods and Programs in Biomedicine. 183, 105076.

Research output: Contribution to journalJournal articleResearchpeer-review

1 Citation (Scopus)
2019

A tensor-based method for completion of missing electromyography data

Akmal, M., Zubair, S., Jochumsen, M., Kamavuako, E. N. & Niazi, I. K., 2019, In : IEEE Access. 7, p. 104710 - 104720

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
5 Downloads (Pure)

Automated Labeling of Movement- Related Cortical Potentials Using Segmented Regression

Rashid, U., Niazi, I. K., Jochumsen, M., Krol, L. R., Signal, N. & Taylor, D., 1 Jun 2019, In : I E E E Transactions on Neural Systems and Rehabilitation Engineering. 27, 6, p. 1282-1291 10 p., 8708693.

Research output: Contribution to journalJournal article

Open Access
File
2 Citations (Scopus)
41 Downloads (Pure)

Continuous 2-D control via state-machine triggered by endogenous sensory discrimination and a fast brain switch

Xu, R., Dosen, S., Jiang, N., Yao, L., Farooq, A., Jochumsen, M., Mrachacz-Kersting, N., Dremstrup, K. & Farina, D., 23 Jul 2019, In : Journal of Neural Engineering. 16, 5, 056001.

Research output: Contribution to journalJournal article

Decoding covert speech for intuitive control of brain-computer interfaces based on single-trial EEG: a feasibility study

Tøttrup, L., Leerskov, K., Hadsund, J. T., Kamavuako, E. N., Kæseler, R. L. & Jochumsen, M., Jun 2019, 2019 International 16th Conference on Rehabilitation Robotics (ICORR) . IEEE, p. 689-693 5 p. 8779499. (I E E E International Conference on Rehabilitation Robotics. Proceedings, Vol. 16).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Designing a brain computer interface for control of an assistive robotic manipulator using steady state visually evoked potentials

Kæseler, R. L., Jochumsen, M., Leerskov, K., Struijk, L. N. S. A. & Dremstrup, K., Jul 2019, 2019 IEEE 16th International Conference on Rehabilitation Robotics, ICORR 2019. IEEE, p. 1067-1072 6 p. 8779376. (I E E E International Conference on Rehabilitation Robotics. Proceedings).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

1 Citation (Scopus)

EMG-versus EEG-Triggered Electrical Stimulation for Inducing Corticospinal Plasticity

Jochumsen, M., Navid, M. S., Rashid, U., Haavik, H. & Niazi, I. K., 1 Sep 2019, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 27, 9, p. 1901-1908 8 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
23 Downloads (Pure)

Functional and corticomuscular changes associated with early phase of motor training

Cremoux, S., Elie, D., Rovsing, C., Rovsing, H., Jochumsen, M., Haavik, H. & Niazi, I. K., 2019, Converging Clinical and Engineering Research on Neurorehabilitation III: Proceedings of the 4th International Conference on NeuroRehabilitation (ICNR2018), October 16-20, 2018, Pisa, Italy. Masia, L., Micera, S., Akay, M. & Pons, J. L. (eds.). Springer, p. 759-763 (Biosystems and Biorobotics, Vol. 21).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Multi-Day Real-time Myoelectric Control using Intramuscular EMG

Waris, M. A., Ur-Rehman, Z. M., Niazi, I. K., Jochumsen, M. & Kamavuako, E. N., 2019, Trent International Prosthetics Symposium (TIPS) 2019.

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearchpeer-review

Self-Paced Online vs. Cue-Based Offline Brain–Computer Interfaces for Inducing Neural Plasticity

Jochumsen, M., Navid, M. S., Nedergaard, R. W., Signal, N., Rashid, M. U., Hassan, A., Haavik, H., Taylor, D. & Niazi, I. K., 2019, In : Brain Sciences. 9, 6, 13 p., 127.

Research output: Contribution to journalJournal article

Open Access
File
2 Citations (Scopus)
8 Downloads (Pure)

Therapeutic effects of aerobic exercise on EEG parameters and higher cognitive functions in mild cognitive impairment patients

Amjad, I., Toor, H. G. M., Niazi, I. K., Afzal, H., Jochumsen, M., Shafique, M., Allen, K., Haavik, H. & Ahmed, T., Jun 2019, In : International Journal of Neuroscience. 129, 6, p. 551-562 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
1 Citation (Scopus)

Tongue-Brain Computer Interface For Robotic Control

Kæseler, R. L., Struijk, L. N. S. A. & Jochumsen, M., 9 Oct 2019, p. 1. 1 p.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearch

Xbox 360 Kinect cognitive games improve slowness, complexity of EEG, and cognitive functions in subjects with mild cognitive impairment: A randomized control trial

Amjad, I., Toor, H., Niazi, I. K., Pervaiz, S., Jochumsen, M., Shafique, M., Haavik, H. & Ahmed, T., 8 Apr 2019, In : Games for Health. 8, 2, p. 144-152 9 p.

Research output: Contribution to journalJournal articleResearchpeer-review

2 Citations (Scopus)
2018

Chiropractic spinal manipulation alters TMS induced I-wave excitability and shortens the cortical silent period

Haavik, H., Niazi, I. K., Jochumsen, M., Uginčius, P., Sebik, O., Yılmaz, G., Navid, M. S., Özyurt, M. G. & Türker, K. S., 1 Oct 2018, In : Journal of Electromyography & Kinesiology. 42, p. 24-35 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
5 Citations (Scopus)
84 Downloads (Pure)

Effect of aerobic exercise on electroencephalogram parameters and cognitive functions in patients with mild cognitive impairment

Niazi, I. K., Amjad, I., Toor, H. G. M., Afzal, H., Jochumsen, M., Shafiq, M., Allen, K., Haavik, H. & Ahmed, T., 2018, Abstracts, presentations, International Society of Electrophysiology and Kinesiology, ISEK, 30 June-2 July 2018, Dublin, Ireland. ISEK, p. 99 O11.4

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearchpeer-review

Open Access

Effect of different pre-processing methods on somatosensory evoked potentials

Niazi, I. K., El-Omar, B., Dhillon, N. S., Navid, M. S., Nedergaard, R. W., Jochumsen, M. & Haavik, H., 2018, Abstracts, presentations, International Society of Electrophysiology and Kinesiology, ISEK, 30 June-2 July 2018, Dublin, Ireland. ISEK, p. 53 PI.41

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearchpeer-review

Open Access
5 Citations (Scopus)

Examining underlying mechanisms of neglect patients’ reaction to the Wall method through flash visual evoked potentials

Topp, C. S. R., Kristensen, N. S., Jensen, S. H. B., Jensen, J., Evald, L., Jochumsen, M., Struijk, L. N. S. A. & Spaich, E. G., 2018, Proceedings of the 36th International Australasian Winter Conference on Brain Research, AWCBR, 25-29 august 2018, Queenstown, New Zealand. Hillman, K. (ed.). University of Otago Press, p. 27 (Australasian Winter Conference on Brain Research Proceedings; No. 36).

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearchpeer-review

Open Access

Investigation of optimal afferent feedback modality for inducing neural plasticity with a self-paced brain-computer interface

Jochumsen, M., Cremoux, S., Robinault, L., Lauber, J., Arceo, J. C., Navid, M. S., Nedergaard, R. W., Rashid, U., Haavik, H. & Niazi, I. K., 3 Nov 2018, In : Sensors (Switzerland). 18, 11, 13 p., 3761.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
3 Citations (Scopus)
126 Downloads (Pure)

Modeling and control of rehabilitation robotic device: motoBOTTE

Arceo, J. C., Lauber, J., Robinault, L., Paganelli, S., Jochumsen, M., Niazi, I. K., Simoneau, E. & Cremoux, S., 2018.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearchpeer-review

Movement intention detection in adolescents with cerebral palsy from single-trial EEG

Jochumsen, M., Shafique, M., Hassan, A. & Niazi, I. K., Dec 2018, In : Journal of Neural Engineering. 15, 6, 8 p., 066030.

Research output: Contribution to journalJournal article

Open Access
File
1 Citation (Scopus)
63 Downloads (Pure)

Multiday EMG-based classification of hand motions with deep learning techniques

Zia Ur Rehman, M., Waris, A., Gilani, S. O., Jochumsen, M., Niazi, I. K., Jamil, M., Farina, D. & Kamavuako, E. N., 1 Aug 2018, In : Sensors. 18, 8, 16 p., 2497.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
21 Citations (Scopus)
146 Downloads (Pure)

Paired associative stimulation delivered by pairing movement-related cortical potentials with peripheral electrical stimulation: An investigation of the duration of neuromodulatory effects

Olsen, S., Signal, N., Niazi, I. K., Christensen, T., Jochumsen, M. & Taylor, D., 2018, In : Neuromodulation: Technology at the Neural Interface. 21, 4, p. 362-367 6 p.

Research output: Contribution to journalJournal articleResearchpeer-review

7 Citations (Scopus)

Performance of Combined Surface and Intramuscular EMG for Classification of Hand Movements

Rehman, M. Z. U., Gillani, S. O., Waris, A., Jochumsen, M., Niazi, I. K. & Kamavuako, E. N., 26 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. IEEE, Vol. 2018-July. p. 5220-5223 4 p. 8513480. (Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Single-channel movement prediction in stroke and cerebral palsy patients from single-trial EEG

Jochumsen, M., Oppermann, H. & Dremstrup, K., 2018.

Research output: Contribution to conference without publisher/journalPosterResearchpeer-review

The effect of arm position on classification of hand gestures with intramuscular EMG

Jochumsen, M., Waris, A. & Kamavuako, E. N., 2018, In : Biomedical Signal Processing and Control. 43, p. 1-8 8 p.

Research output: Contribution to journalJournal articleResearchpeer-review

9 Citations (Scopus)
2017

Brain activity associated with skilled hand motor training

Rovsing, C., Rovsing, H. & Jochumsen, M., 2017.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearch

Classification of hand grasp kinetics and types using movement-related cortical potentials and EEG rhythms

Jochumsen, M., Rovsing, C., Rovsing, H., Niazi, I. K., Dremstrup, K. & Kamavuako, E. N., 2017, In : Computational Intelligence and Neuroscience. 2017, 10 p., 7470864.

Research output: Contribution to journalJournal article

Open Access
File
172 Downloads (Pure)

Effect of arm position on hand gesture classification using intramuscular EMG

Jochumsen, M., Waris, A. & Kamavuako, E. N., 2017.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearch

Effect of system calibration and subject training on long-term brain-computer interface performance

Rovsing, H., Rovsing, C. & Jochumsen, M., 2017.

Research output: Contribution to conference without publisher/journalConference abstract for conferenceResearch

Impact of spinal manipulation on cortical drive to upper and lower limb muscles

Haavik, H., Niazi, I. K., Jochumsen, M., Sherwin, D., Flavel, S. & Türker, K. S., 2017, In : Brain Sciences. 7, 1, 15 p., 2.

Research output: Contribution to journalJournal article

Open Access
File
14 Citations (Scopus)
133 Downloads (Pure)

Measuring changes in neuromuscular control following neuromodulation: A feasibility study in people with stroke

Olsen, S., Signal, N., Niazi, I. K., Alder, G., Jochumsen, M. & Taylor, D., 2017, In : International Journal of Stroke. 12, 3_Suppl., p. 56 88.

Research output: Contribution to journalConference abstract in journalResearchpeer-review

2 Citations (Scopus)

Plasticity and functional differences following a BCI-controlled robotic intervention in spinal cord injury

Leerskov, K. K., Spaich, E. G., Jochumsen, M. & Struijk Andreasen, L. N. S., 2017, 6th Aalborg U Robotics Workshop, 27 November 2017, Aalborg, Denmark. p. 7 1 p.

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearch

Quantification of movement-related EEG correlates associated with motor training: A study on movement-related cortical potentials and sensorimotor rhythms

Jochumsen, M., Rovsing, C., Rovsing, H., Cremoux, S., Signal, N., Allen, K., Taylor, D. & Niazi, I. K., 2017, In : Frontiers in Human Neuroscience. 11, 12 p., 604.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
5 Citations (Scopus)
205 Downloads (Pure)

Transfer learning for electroencephalogram signals

Abid, F., Hassan, A., Abid, A., Niazi, I. K. & Jochumsen, M., 2017, In : International Journal of Bioscience, Biochemistry and Bioinformatics. 7, 3, p. 143-152 DB081.

Research output: Contribution to journalConference article in Journal

Open Access
File
79 Downloads (Pure)
2016

Detecting and classifying three different hand movement types through electroencephalography recordings for neurorehabilitation

Jochumsen, M., Niazi, I. K., Dremstrup, K. & Kamavuako, E. N., 2016, In : Medical & Biological Engineering & Computing. 54, 10, p. 1491-1501

Research output: Contribution to journalJournal articleResearchpeer-review

23 Citations (Scopus)

Feature domain-specific movement intention detection for stroke rehabilitation with brain-computer interfaces

Hadsund, J. T., Sørensen, M. B., Royo, A. C., Niazi, I. K., Rovsing, H., Rovsing, C. & Jochumsen, M., 2016, 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, 16-20 August 2016, Orlando, FL, USA. IEEE, p. 5725-5728 (IEEE Engineering in Medicine and Biology Society. Conference Proceedings).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

1 Citation (Scopus)

Manipulation of dysfunctional spinal joints affects sensorimotor integration in the prefrontal cortex: a brain source localization study

Lelic, D., Niazi, I. K., Holt, K., Jochumsen, M., Dremstrup, K., Yielder, P., Murphy, B., Drewes, A. & Haavik, H., 2016, In : Neural Plasticity. 2016, 9 p., 3704964.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
23 Citations (Scopus)
210 Downloads (Pure)

Pairing voluntary movement and muscle-located electrical stimulation increases cortical excitability

Jochumsen, M., Niazi, I. K., Signal, N., Nedergaard, R. W., Holt, K., Haavik, H. & Taylor, D., 2016, In : Frontiers in Human Neuroscience. 10, 8 p., 482.

Research output: Contribution to journalJournal article

Open Access
File
11 Citations (Scopus)
173 Downloads (Pure)

Quantifying motor learning from movement-related cortical potentials

Rovsing, C., Rovsing, H., Niazi, I. K. & Jochumsen, M., 2016, 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, 16-20 August 2016, Orlando, FL, USA. IEEE

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearchpeer-review

The effect of detection time on movement intention detection

Jochumsen, M., Rovsing, C., Rovsing, H., Kamavuako, E. N. & Dremstrup, K., 2016, 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, 16-20 August 2016, Orlando, FL, USA. IEEE

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearchpeer-review

Transfer learning for electroencephalogram signals

Abid, F., Hassan, A., Abid, A., Jochumsen, M., Navid, M. S., Nedergaard, R. W. & Niazi, I. K., 2016, Conference Abstracts, 9th International Conference on Computer and Electrical Engineering, ICCEE, 7-11 December 2016, Barcelona, Spain 2016. p. 38-39 DB081

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearchpeer-review

Universal matched-filter template versus individualized template for single trial detection of movement intentions of different tasks

Akmal, M., Jochumsen, M., Navid, M. S., Shafique, M., Zaidi, S. M. T., Taylor, D. & Niazi, I. K., 2016, Advances in Neural Networks: Computational Intelligence for ICT. Bassis, S., Esposito, A., Morabito, F. C. & Pasero, E. (eds.). Springer, p. 275-282 (Smart Innovation, Systems and Technologies; No. 54).

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearchpeer-review

2015

A brain computer interface (BCI) intervention to increase corticomotor excitability in the lower limb in people with stroke

Taylor, D., Niazi, I. K., Signal, N., Jochumsen, M., Demstrup, K. & Farina, D., May 2015, In : Physiotherapy. 101, Suppl. 1, p. e1495 eS258.

Research output: Contribution to journalConference abstract in journalResearchpeer-review

Analysis of Movement-Related Cortical Potentials for Brain-Computer Interfacing in Stroke Rehabilitation

Jochumsen, M., 2015, Aalborg Universitetsforlag. (Ph.d.-serien for Det Sundhedsvidenskabelige Fakultet, Aalborg Universitet).

Research output: Book/ReportPh.D. thesis

Open Access
File
477 Downloads (Pure)

An empirical study to remove noise from single-trial MRCP for movement intention detection

Hassan, A., Riaz, F., Rehman, S., Jochumsen, M., Niazi, I. K. & Dremstrup, K., 2015, In : Canadian Conference on Electrical and Computer Engineering. 2015, June, p. 184-189 7129183.

Research output: Contribution to journalConference article in JournalResearchpeer-review

1 Citation (Scopus)

A review of techniques for detection of movement intention using movement-related cortical potentials

Shakeel, A., Navid, M. S., Anwar, M. N., Mazhar, S., Jochumsen, M. & Niazi, I. K., 2015, In : Computational and Mathematical Methods in Medicine. 2015, 13 p., 346217.

Research output: Contribution to journalReview articleResearchpeer-review

Open Access
File
18 Citations (Scopus)
328 Downloads (Pure)

Combined effects of spinal manipulation and a brain computer interface based plasticity protocol on corticospinal excitability

Niazi, I. K., Jochumsen, M., Holt, K., Dremstrup, K. & Haavik, H., 2015, Proceedings, WFC 13th Biennial Congress and ECU Annual Convention, 13-16 May 2015, Athens, Greece. World Federation of Chiropractic, p. 119

Research output: Contribution to book/anthology/report/conference proceedingConference abstract in proceedingResearchpeer-review