Projekter pr. år
Personlig profil
Forskningsprofil
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.
Undervisningsprofil
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).
Administrativ profil
- 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)
Ekspertise relateret til FN’s Verdensmål
I 2015 blev FN's medlemslande enige om 17 Verdensmål til at bekæmpe fattigdom, beskytte planeten og sikre velstand for alle. Denne persons arbejde bidrager til følgende verdensmål:
Uddannelse (Akademiske kvalifikationer)
Biomedical Engineering, PhD, Analysis of Movement-Related Cortical Potentials for Brain-Computer Interfacing in Stroke Rehabilitation
1 sep. 2012 → 15 okt. 2015
Dimissionsdato: 15 okt. 2015
Management - CBS, Research Management Course
26 okt. 2021 → 4 mar. 2022
Project management, Project management for Researchers
maj 2018 → aug. 2018
Adjunktpædagogikum
1 nov. 2015 → 31 dec. 2016
Biomedical Engineering, Master of Science
1 sep. 2010 → 30 jun. 2012
Entrepreneurship, Student Entrepreneurship at Aalborg University
2010 → 2012
Biomedical Engineering, Bachelor of Science
1 sep. 2007 → 30 jun. 2010
Eksterne ansættelser
Censorkorps
2019 → …
Emneord
- Medicin
- Neurorehabilitation
- Plasticitet
- Stroke
- Cerebral Parese
- Multipel sklerose
- Amyotrofisk lateral sklerose
- Leddegigt
- Lupus
- Uddannelse
- EEG
- EMG
- EKG
- Parkinson
- Telerehabilitering
- Problembaseret Læring
- Forskningsuddannelse
- Sundhedsteknologi
- Brain-computer interface
- Signal processing
- Machine Learning
- Artificial Intelligence
- Digital Health
- Neurorehabilitation Technologies
- Proteser
- Telerehabilitering
Fingerprint
- 1 Lignende profiler
Samarbejde i de sidste fem år
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Gamified brain-controlled electrical stimulation for improving hand function in individuals with Cerebral Palsy
Jochumsen, M. R. (PI (principal investigator)), Knoche, H. (Projektdeltager), Hougaard, B. I. (Projektdeltager), Dalgaard, K. S. (Projektdeltager) & Sulkjær, C. S. (Projektdeltager)
01/04/2023 → 31/03/2025
Projekter: Projekt › Forskning
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Brain-controlled exoskeletons for stroke rehabilitation: Technology transfer from prototype to home use
Jochumsen, M. R. (PI (principal investigator)), Dinesen, B. (Projektdeltager), Hougaard, B. I. (Projektdeltager), Kjær, T. W. (Projektdeltager), Knoche, H. (Projektdeltager), Kidmose, P. (Projektdeltager) & Kristensen, M. S. (Projektdeltager)
01/09/2018 → 31/03/2022
Projekter: Projekt › Forskning
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CRERoB: Grant form Louis-Hansen fonden: Center for Rehabilitation Robotics - phase II
Struijk, L. N. S. A. (PI (principal investigator)), Moeslund, T. B. (Projektdeltager), Rasmussen, J. (Projektdeltager), Jochumsen, M. R. (Projektdeltager), Jochum, E. (Projektdeltager), Glintborg, C. (Projektdeltager), Gaihede, M. (Projektdeltager), Blicher, J. U. (Projektdeltager), Obál, I. (Projektdeltager), Mohammadi, M. (Projektdeltager), Kæseler, R. L. (Projektdeltager), Bengtson, S. H. (Projektdeltager), Cardoso, A. S. S. (Projektdeltager), Khan, J. S. (Projektdeltager), Leerskov, K. (Projektdeltager), Kirtas, O. (Projektdeltager) & Bentsen, B. (Projektdeltager)
01/08/2024 → 01/10/2027
Projekter: Projekt › Forskning
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Louis-Hansen fonden (grant): Intelligent Hybrid Light Weight Tendon Based Exoskeleton for Severely Disabled Individuals
Struijk, L. N. S. A. (PI (principal investigator)), Dremstrup, K. (Projektdeltager), Mohammadi, M. (Projektdeltager), Jochumsen, M. R. (Projektdeltager), Moeslund, T. B. (Projektdeltager), Rasmussen, J. (Projektdeltager), Gaihede, M. (Projektdeltager), Kanstrup, A. M. (Projektdeltager), Bak, T. (Projektdeltager), Bai, S. (Projektdeltager), Obál, I. (Projektdeltager) & Vinge, L. (Projektdeltager)
24/03/2021 → …
Projekter: Projekt › Forskning
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Louis-Hansen fonden (grant): Center for Rehabiliteringsrobotik
Struijk, L. N. S. A. (PI (principal investigator)), Dremstrup, K. (Projektdeltager), Jochumsen, M. R. (Projektdeltager), Moeslund, T. B. (Projektdeltager), Rasmussen, J. (Projektdeltager), Gaihede, M. (Projektdeltager), Obál, I. (Projektdeltager), Bai, S. (Projektdeltager), Bak, T. (Projektdeltager), Kanstrup, A. M. (Projektdeltager), Vinge, L. (Projektdeltager), Mohammadi, M. (Projektdeltager), Bengtson, S. H. (Projektdeltager), Kobbelgaard, F. V. (Projektdeltager), Kæseler, R. L. (Projektdeltager), Thøgersen, M. (Projektdeltager), Leerskov, K. (Projektdeltager), Bentsen, B. (Projektdeltager), Johansen, D. (Projektdeltager), Pálsdóttir, Á. A. (Projektdeltager) & Kirtas, O. (Projektdeltager)
24/03/2021 → …
Projekter: Projekt › Forskning
Publikationer
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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 sep. 2024, I: Sensors (Basel, Switzerland). 24, 18, 6004.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
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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 s.Publikation: 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, I: Journal of Neural Engineering. 21, 4, 046036.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil1 Citationer (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, I: Sensors (Basel, Switzerland). 24, 12, 4030.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil9 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., Røge, K., Svenstrup, D., Frost, L., Albertsen, A. E. & Jochumsen, M. R., okt. 2024.Bidragets oversatte titel :Brug af maskinlæring til at forudsige episoder af atrieflimren baseret på søvnparametre udtrukket fra en søvnsensor Publikation: Konferencebidrag uden forlag/tidsskrift › Konferenceabstrakt til konference › Forskning
Åben adgangFil4 Downloads (Pure)
Priser
Aktiviteter
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64th Lindau Nobel Laureate Meeting on Physiology or Medicine.
Jochumsen, M. R. (Deltager)
2014Aktivitet: Deltagelse i faglig begivenhed › Organisering af eller deltagelse i konference
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Faculté des Sciences et Métiers du Sport, University of Valenciennes
Jochumsen, M. R. (Gæsteforsker)
2017 → 2018Aktivitet: Gæsteophold ved andre institutioner
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Auckland University of Technology
Jochumsen, M. R. (Gæsteforsker)
2015Aktivitet: Gæsteophold ved andre institutioner
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New Zealand College of Chiropractic
Jochumsen, M. R. (Gæsteforsker)
2014 → 2015Aktivitet: Gæsteophold ved andre institutioner
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The Elsass Foundation Research Day
Jochumsen, M. R. (Deltager), Hougaard, B. I. (Deltager) & Dalgaard, K. S. (Deltager)
29 okt. 2024Aktivitet: Deltagelse i faglig begivenhed › Organisering af eller deltagelse i workshop, kursus, seminar, udstilling eller lignende
Presse/medier
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Hjernestyrede exoskeletter kan give lammede bevægelsen tilbage
15/12/2023
1 element af Mediedækning
Presse/medie
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Kan vi ændre i kriminelles hjerner og forhindre mord?
08/12/2023
1 element af Mediedækning
Presse/medie
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Banebrydende studie: Lam mand går ved hjælp af trådløs forbindelse
24/05/2023 → 26/05/2023
3 elementer af Mediedækning
Presse/medie
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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 elementer af Mediedækning
Presse/medie