My research is interdisciplinary, which applies and develops multi-modal model-based signal processing, sensing and physiological system modeling techniques in the healthcare field. My main research interest is about remote continuous monitoring of individual’s physiological signs (such as, heart activty) and body movement in the daily life for personalized disease prevention and management, especially enthusiastic in using my expertise to tackle challenges about the daily monitoring of physiological (brain and body) responses to dynamic physical activities for different healthcare purposes, such as, helping people stay in healthy and tracking patients' disease symptom for disease management.
My past and on-going research projects are listed below:
- EU Horizon Stay Healthy 2022 RIA project to develop daily monitoring algorithms for energy expenditure and stress causing abnormal eating behaviour for obesity prevention in daily life.
- Dutch Gravitation Programme 2021 project to develop daily monitoring algorithms of people's stress level using multimodal active and passive sensing data.
- Dutch ZonMw Open Competition 2021 project to investigate intrinsic capacity digital markers extracted from multimodal physiological signals during activities of daily living of the elderly.
- Dutch NWA project to develop daily monitoring algorithms for people’s physical and mental condition for osteoarthritis.
- Early detection of heart disease in people with diabets using multimodal model-based signal processing and dynamic model technologies.
- Recovery monitoring of hip-fracture patients using wearable movement sensors (Up&Go project).
- Early detection of clinical adverse events in postoperative patients using remote monitoring techniques (MoViSign and MoViSupport projects).
- Track elderly people's resilience using digital hand grip strength (Reshape project).
- Daily monitoring of gait disorder symptoms (freezing of gait) in people with Parkinson's disease (BrainWave project).
- Daily monitoring of seizures in people with epilepsy (BrainWave project).
I have daily supervised 8 PhD candidates, over 50 master/bachelor students in the filed of biomedical engineering, technical medicine, electrical engineering, embedded system, neuroscience, etc.
I am the committee member of Dutch Electrical Engineering council (EE-NL) which creates the visibility of EE in the Netherlands, discusses topics which involve, require or affect Electrical Engineering research and education on the national level, coordinates initiatives undertaken by the Dutch technical-university faculties of Electrical Engineering in the areas of research, education and valorization, and strengthens the Dutch Electrical Engineering community.
I am the committee member of educational quality committee for Electrical Engineering program at UT to control and give suggestions to improve the education quality for new-generation electrical engineer training.
I am the committee member of UT-EEMCS ethical committee where we review the ethical protocol of research projects involving human participants to ensure that the research projects agree with local and international ethical guidelines.
For more information, please check my LinkedIn.
Expertise
Medicine and Dentistry
- Patient
- Analysis
Nursing and Health Professions
- Accelerometer
- Freezing
- Heart Surgery
- Mobilization
- Parkinson Disease
- Time
Organisations
My research is to develop and use the techniques of wearable sensing, signal analysis, and dynamic system modelling to solve practical clinical and technical problems during daily remote vital-sign and movement monitoring. Interesting applications include but not limited to the monitoring of individual's mental health, lifestyle, individuals with cardiovascular disease, diabetes, obesity, Parkinson's disease, and epilepsy.
Publications
2024
2023
2022
Research profiles
Courses academic year 2024/2025
Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.
- 191211208 - Internship EE
- 191211219 - Master Thesis Project
- 193640999 - Internship BME
- 193810010 - Biological Control Systems
- 201900223 - Capita Selecta Electrical Engineering
- 202001162 - Bachelor Thesis EE
- 202001434 - Internship EMSYS
- 202001444 - Placement Course for Exchange EEMCS
- 202100254 - Complex System Design
- 202300070 - Final Project EMSYS
Courses academic year 2023/2024
- 191211208 - Internship EE
- 191211219 - Master Thesis Project
- 193640999 - Internship BME
- 193810010 - Biological Control Systems
- 201600017 - Final Project Preparation
- 201900200 - Final Project EMSYS
- 201900223 - Capita Selecta Electrical Engineering
- 202001162 - Bachelor Thesis EE
- 202001434 - Internship EMSYS
- 202001444 - Placement Course for Exchange EEMCS
- 202100254 - Complex System Design
- 202300070 - Final Project EMSYS
- 202300286 - M3 Regelsystemen in de mens
Address
University of Twente
Horst - Zuidhorst (building no. 28)
De Horst 2
7522 LW Enschede
Netherlands
University of Twente
Horst - Zuidhorst
P.O. Box 217
7500 AE Enschede
Netherlands
Organisations
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