Projects per year
Personal profile
Research profile
My primary research areas are centered around control of external devices using the electrophysiological signals from the body, especially from the brain and muscles. I am working with Brain-Computer Interfaces for stroke, cerebral palsy and multiple sclerosis rehabilitation and to allow control of assistive devices for individuals with severe motor impairments after e.g. spinal cord injury or ALS (amyotrophic lateral sclerosis). The assistive technology include robots, exoskeletons, and computers. Besides signal processing and pattern recognition, I focus on the application of the control interfaces in terms of induction of plasticity in the human nervous system, rehabilitation (movement restoration and replacement), and gaming for increased motivation in the rehabilitation process. Lastly, my research involves quantifying changes in the brain associated with various neurological conditions (stroke, Mild Cognitive Impairment etc.), and changes throughout the human nervous system in response to various types of interventions for rehabilitation and basic science using magnetic and electrical stimulation.
Teaching profile
Didactic philosophy
My teaching philosophy is that high-quality teaching is best promoted through feedback-based interactions, and if possible, through involvement in small parts of specific research projects that align with the learning objectives.
Teaching experience
- Very experienced supervisor and mentor at undergraduate and graduate level mainly at biomedical engineering, medicine, and medicine with industrial specialization.
- Experienced PhD supervisor and supervisor for international exchange students.
- Experienced teaching administrator at the medicine and medicine with industrial specialization (semester coordinator).
- Managing external collaboration of students that study abroad (+100 students).
Administrative profile
- Head of Laboratory of Brain-Computer Interfaces and EEG at Department of Health Science and Technology
- Semester coordinator - 3rd semester medicine and medicine with industrial specialization
- PhD supervisor and co-supervisor
- Project leader and Principal Investigator - Stroke rehabilitation using brain-computer interface (VELUX FONDEN)
- Project leader and Principal Investigator - Gamified brain-computer interface training for cerebral palsy (Elsass Foundation)
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Biomedical Engineering, PhD, Analysis of Movement-Related Cortical Potentials for Brain-Computer Interfacing in Stroke Rehabilitation
1 Sept 2012 → 15 Oct 2015
Award Date: 15 Oct 2015
Management - CBS, Research Management Course
26 Oct 2021 → 4 Mar 2022
Project management, Project management for Researchers
May 2018 → Aug 2018
University pedagogics for assistant lecturers
1 Nov 2015 → 31 Dec 2016
Biomedical Engineering, Master of Science
1 Sept 2010 → 30 Jun 2012
Entrepreneurship, Student Entrepreneurship at Aalborg University
2010 → 2012
Biomedical Engineering, Bachelor of Science
1 Sept 2007 → 30 Jun 2010
External positions
Censorkorps
2019 → …
Keywords
- Medicine
- Neurorehabilitation
- Plasticity
- Stroke
- Cerebral Palsy
- Multiple Sclerosis
- Amyotrophic Lateral Sclerosis
- Rheumatoid Arthritis
- Lupus
- Education
- EEG
- EMG
- ECG
- Parkinson
- Telerehabilitation
- Problem Based Learning
- Research training
- Biomedical Engineering
- Brain-Computer Interface
- Signal Processing
- Machine Learning
- Artificial Intelligence
- Digital Health
- Neurorehabilitation Technologies
- Prosthetics
- Telerehabilitation
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Collaborations from the last five years
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Gamified brain-controlled electrical stimulation for improving hand function in individuals with Cerebral Palsy
Jochumsen, M. R. (PI), Knoche, H. (Project Participant), Hougaard, B. I. (Project Participant), Dalgaard, K. S. (Project Participant) & Sulkjær, C. S. (Project Participant)
01/04/2023 → 31/03/2025
Project: Research
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Brain-controlled exoskeletons for stroke rehabilitation: Technology transfer from prototype to home use
Jochumsen, M. R. (PI), Dinesen, B. (Project Participant), Hougaard, B. I. (Project Participant), Kjær, T. W. (Project Participant), Knoche, H. (Project Participant), Kidmose, P. (Project Participant) & Kristensen, M. S. (Project Participant)
01/09/2018 → 31/03/2022
Project: Research
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CRERoB: Grant form Louis-Hansen fonden: Center for Rehabilitation Robotics - phase II
Struijk, L. N. S. A. (PI), Moeslund, T. B. (Project Participant), Rasmussen, J. (Project Participant), Jochumsen, M. R. (Project Participant), Jochum, E. (Project Participant), Glintborg, C. (Project Participant), Gaihede, M. (Project Participant), Blicher, J. U. (Project Participant), Obál, I. (Project Participant), Mohammadi, M. (Project Participant), Kæseler, R. L. (Project Participant), Bengtson, S. H. (Project Participant), Cardoso, A. S. S. (Project Participant), Khan, J. S. (Project Participant), Leerskov, K. (Project Participant), Kirtas, O. (Project Participant) & Bentsen, B. (Project Participant)
01/08/2024 → 01/10/2027
Project: Research
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Center for Rehabilitation Robotics
Struijk, L. N. S. A. (PI), Dremstrup, K. (Project Participant), Jochumsen, M. R. (Project Participant), Moeslund, T. B. (Project Participant), Rasmussen, J. (Project Participant), Gaihede, M. (Project Participant), Obál, I. (Project Participant), Bai, S. (Project Participant), Bak, T. (Project Participant), Kanstrup, A. M. (Project Participant), Vinge, L. (Project Participant), Mohammadi, M. (Project Participant), Bengtson, S. H. (Project Participant), Kobbelgaard, F. V. (Project Participant), Kæseler, R. L. (Project Participant), Thøgersen, M. (Project Participant), Leerskov, K. (Project Participant), Bentsen, B. (Project Participant), Johansen, D. (Project Participant), Pálsdóttir, Á. A. (Project Participant) & Kirtas, O. (Project Participant)
24/03/2021 → …
Project: Research
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Intelligent Hybrid Light Weight Tendon Based Exoskeleton for Severely Disabled Individuals
Struijk, L. N. S. A. (PI), Dremstrup, K. (Project Participant), Mohammadi, M. (Project Participant), Jochumsen, M. R. (Project Participant), Moeslund, T. B. (Project Participant), Rasmussen, J. (Project Participant), Gaihede, M. (Project Participant), Kanstrup, A. M. (Project Participant), Bak, T. (Project Participant), Bai, S. (Project Participant), Obál, I. (Project Participant) & Vinge, L. (Project Participant)
24/03/2021 → …
Project: Research
Research output
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Detection of Movement-Related Brain Activity Associated with Hand and Tongue Movements from Single-Trial Around-Ear EEG
Gulyás, D. & Jochumsen, M., 17 Sept 2024, In: Sensors (Basel, Switzerland). 24, 18, 6004.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile6 Downloads (Pure) -
Future Patient – Telerehabilitation of Patients with Atrial Fibrillation: Protocol for a Multicenter, Mixed methods, and Randomized Controlled Trial
Dinesen, B., Albertsen, A. E., Joensen, E. D. R., Spindler, H., Jensen, K. M., Kidholm, K., Frost, L., Dittman, L., Gunasegaram, M., Johnsen, S. P., Jocumsen, M. R. & Svenstrup, D., 12 Jul 2024, JMIR Publications, 37 p.Research output: Working paper/Preprint › Preprint
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Single-trial movement intention detection estimation in patients with Parkinson's disease: a movement-related cortical potential study
Jochumsen, M., Poulsen, K. B., Sørensen, S. L., Sulkjær, C. S., Corydon, F. K., Strauss, L. S. & Roos, J. B., 1 Aug 2024, In: Journal of Neural Engineering. 21, 4, 046036.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Citation (Scopus)7 Downloads (Pure) -
The Effect of Caffeine on Movement-Related Cortical Potential Morphology and Detection
Jochumsen, M., Lavesen, E. R., Griem, A. B., Falkenberg-Andersen, C. & Jensen, S. K. G., 20 Jun 2024, In: Sensors (Basel, Switzerland). 24, 12, 4030.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile7 Downloads (Pure) -
Utilizing machine learning to predict episodes of atrial fibrillation based on sleep parameters extracted from an in-bed sleep sensor
Gunasegaram, M., Dinesen, B., Jochumsen, M. R., Røge, K., Svenstrup, D., Frost, L. & Albertsen, A. E., Oct 2024.Research output: Contribution to conference without publisher/journal › Conference abstract for conference › Research
File2 Downloads (Pure)
Prizes
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Annual Meeting at the Danish Biomedical Engineering Society
Jochumsen, M. R. (Recipient), 2015
Prize: Conference prizes
Activities
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64th Lindau Nobel Laureate Meeting on Physiology or Medicine.
Jochumsen, M. R. (Participant)
2014Activity: Attending an event › Conference organisation or participation
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Faculté des Sciences et Métiers du Sport, University of Valenciennes
Jochumsen, M. R. (Visiting researcher)
2017 → 2018Activity: Visiting another research institution
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Auckland University of Technology
Jochumsen, M. R. (Visiting researcher)
2015Activity: Visiting another research institution
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New Zealand College of Chiropractic
Jochumsen, M. R. (Visiting researcher)
2014 → 2015Activity: Visiting another research institution
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The Elsass Foundation Research Day
Jochumsen, M. R. (Participant), Hougaard, B. I. (Participant) & Dalgaard, K. S. (Participant)
29 Oct 2024Activity: Attending an event › Organisation or participation in workshops, courses, seminars, exhibitions or similar
Press/Media
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Hjernestyrede exoskeletter kan give lammede bevægelsen tilbage
15/12/2023
1 item of Media coverage
Press/Media: Press / Media
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Kan vi ændre i kriminelles hjerner og forhindre mord?
08/12/2023
1 item of Media coverage
Press/Media: Press / Media
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Banebrydende studie: Lam mand går ved hjælp af trådløs forbindelse
24/05/2023 → 26/05/2023
3 items of Media coverage
Press/Media: Press / Media
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Elon Musk vil være tankelæser og forbinde din hjerne til en computer, men inden da vil han få lamme til at gå igen
17/04/2021
2 items of Media coverage
Press/Media: Press / Media