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Explore the technologies that will power tomorrow’s wearable, implantable, ingestible and non-contact devices.
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/Connected health solutions/Expertise/Innovative algorithms for actionable insights

Innovative algorithms for actionable insights

Turn raw health data into actionable insights with algorithms optimized for your connected health device.

Connected health solutions such as an EEG headset or health patch capture enormous amounts of data. How do you turn that into meaningful information and actionable insights? Count on imec to develop the algorithms that make your application truly smart.

Join our research

Turning raw data into reliable results

Calculating body movements from the measurements of kinematic sensors, determining the heart rate from the readings of a vital sign monitoring device, ...

Imec develops a lot of algorithms that accurately characterize – often in real time ­– the collected mass of raw data. It’s a crucial step towards your development of clinical-grade connected health solutions.

These data analysis algorithms perform different data processing steps: from cleaning up noisy data to signal quality prediction. This last function is particularly important in neurotechnology applications, where users need to assess the reliability of the data before starting the procedure.

Have a look at our patent portfolio.

Extracting actionable insights

Once you have these filtered and reliable data sets, you can mine them for deeper meanings. For example:

  • What does the output of several body movement sensors tell us about the revalidation process of a patient?
  • How do someone’s skin conductance, skin temperature and acceleration (movement) relate to his stress level?
  • Can we derive someone’s emotional state from his EEG readings?

It’s this layer of algorithms that opens the door towards advanced connected health applications that combine unobtrusive monitoring with reliable feedback – encouraging healthy behaviors and lifestyle choices.

Co-designing of algorithms and devices

If we want to integrate medical wearables seamlessly into our active lives, we need to make sure that they:

  • don’t rely on a connection to the cloud, but can perform their basic functions off-line
  • can get by for hours, days or even weeks on a limited power budget.

That’s why imec, driven by its vision of edge AI, devotes special attention to the co-optimization of device hardware and algorithms – resulting in exceptionally efficient solutions.

Want to join our research? Need an experienced partner to speed up your development?

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Related clinical areas

Gait Analysis
Want to get human motion analysis out of the lab? Join imec’s research to develop wearable kinematic sensor systems for health and sports applications.
Neurotechnology
Work with an innovative neurotechnology platform of advanced algorithms and systems to develop user-friendly, clinical-grade and non-invasive brain monitoring and stimulation solutions.
Ophthalmology
Use recent advances in nano and digital technology to develop ophthalmology applications such as smart contact lenses and eye-tracking glasses.
Sleep monitoring technology
Sleep should be a time of supreme comfort. That’s why it doesn’t make sense to doze under a blanket of sensors and wires. Start from imec’s sensing technology to make sleep monitoring less burdensome for patients and more cost-effective for caregivers.
Vital sign monitoring
A comprehensive view of someone’s health can’t really be established in a doctor’s office. That’s why imec develops technologies that pave the way toward clinical-grade devices for ambulatory, unobtrusive health monitoring.
Technology for respiratory care
For someone with a pulmonary condition, breathing can be a constant struggle that needs to be closely managed. That’s why imec develops technologies that allow for non-obtrusive and continuous respiratory monitoring.
Pain and stress monitoring
Feelings such as pain and stress do not only reside in people’s minds. They manifest themselves through physiological signals. Using wearable technologies, you can leverage these signals to improve research and treatments.
New dialysis approaches
After more than 50 years of near-standstill, renal medicine is ready for major technological leaps forward. With microelectronics & nanotechnology as powerful ingredients.
Technologies for gastroenterology and precision nutrition
Join imec’s research into non-contact and ingestible technologies to gain insight into digestive processes and enable personalized diets.

Related prototypes

EEG headset
An electroencephalography no longer needs to be a complicated affair of patches and wires. Imec’s EEG headset combines user comfort with low-power technology, which opens doors to new therapeutic possibilities.
Eye-tracking glasses
Our eye movements speak volumes about our mental health. Imec’s eye-tracking glasses allow you to record them exactly and ergonomically.
Disposable health patch
Continuous health monitoring has a promising future. It will enable us to find new diagnostic methods, improve therapies and reduce hospital readmissions. And this patch makes it considerably easier.
Chill+
Wrist-worn fitness devices are a big success on the consumer market. But there’s a lot more health data to be collected at the wrist beyond activity. If you want to take wireless health tracking to a higher level, imec’s Chill+ prototype is an excellent starting point.

Other technologies

Non-contact vital sign sensing
The next step in continuous health monitoring is the invisible integration of vital sign sensors in our environment. Imec researches the use of capacitive sensors and 140 GHz radar to make that happen.
Dry EEG electrodes
Dry electrodes are opening up new directions in EEG and other biotechnology applications. To ensure they provide maximum comfort and signal quality, imec works together with Datwyler.
Systems-on-chip for medical sensor devices
An electronic device that’s comfortably connected to the human body needs to be as compact as possible. That’s why imec’s assists you in the development of biomedical systems-on-chip that strive for an unparalleled integration of essential functions, while maintaining medical-grade fidelity.
Implantable devices
Small, smart and Connected. Technologies for the next generation of implantable devices.

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