As a new technology, we are often asked by athletes, researchers and media about the accuracy of CORE. We have spent over five years in research and development and for our launch, many of the studies are from our testing or joint projects with clinical researchers and medical institutions.
There are a series of independent studies currently underway with sporting institutes, medical facilities and other research groups and as these become available, we will add them here.
CORE uses a thermal energy transfer sensor (not skin temperature) and we validate against other ‘accurate’ methods, most commonly the ingested e-pill as this is best suited for sporting activity. We also test against rectal thermometers, bladder catheters and heart catheters to validate the accuracy of CORE.
We continue to work on CORE Accuracy and validation in various real-life conditions with a wide variety of participants who each have their own unique thermoregulation response.
In the following article we have documented our testing approach, data collection and validation for sports.
In our internal testing we validate against other accurate testing methods such as e-pills and have provided an overview of this validation including a number of graphs.
External studies and projects
A Virtual Wearable Sensor for Detection of Neurodegenerative Diseases
Giovanni Schiboni, Martin Rerabek, and Krzysztof Kryszczuk, ZHAW (Wädenswil); PhilippEib, FabienRochat, Michele Zahner and Lukas Durrer, greenTEGAG (Zürich);Anneke Hertig-Godeschalk, David Schreier, Markus H. Schmidt, and JohannesMathis, Inselspital (Bern)
The thermal energy transfer sensor technology used in the CORE Body Temperature monitor is successfully being used in a Swiss based research project for early detection of Alzheimer and Parkinson diseases.
View Datasheet (PDF 910 KB)
Abstract: Alzheimer (AD), and Parkinson Diseases (PD) are reported to manifest themselves in changes to the circadian rhythm. A novel virtual wearable wrist-worn sensor, deployable in free living conditions, enables long-term predictive monitoring of the core body temperature, which is the only health marker directly linked to the circadian rhythm. The goal is to distinguish between normal and pathological core body temperature trajectories.
Wearable Medical Device for Remote Monitoring the Health of Elderly People at Home
Diego Barrettino1), 2), Thomas Gisler1), Christoph Zumbühl1), Christian Di Battista1), Raphael Kummer1) and Markus Thalmann1) 1) Lucerne University of Applied Sciences and Arts (HSLU)
View Datasheet (PDF 1.5 Mb)
Abstract: The design, fabrication and testing of a wearable medical device for remote monitoring the health of elderly people at home are presented in this paper. The proposed wearable medical device comprises a wide range of sensors, innovative sensor fusion algorithms and flexible electrodes that make possible to continuously run analyses such as hydration assessment, stress assessment, body temperature assessment, fall detection and heart monitoring. In-vivo measurement results showed the excellent performance of this wearable medical device in real-life scenarios.
Universitäres Schlaf-Wach-Epilepsie-Zentrum SWEZ
Dr. Krzysztof Kryszczuk, ZHAW
For this project completed in 2018, an early version of CORE was used at the INSEL hospital in a sleep study. Progress has been made since this study was published but even then the researchers were already satisfied with the results and could see the potential for this technology.
Visit Project Page: zhaw.ch
Project: Noninvasive core body temperature sensor for wearable sleep monitoring devices. The objective of the project was to create a proof of concept that it is feasible to estimate the core body temperature from the wearable sensors using the skin temperature and heat flux sensors. In the course of the project, a prototype of a standalone wearable sensor device was developed. The sensor is lightweight and allows for non-invasive continuous estimation of CBT with an average error smaller than 0.4 centigrade, using the measurements of the skin temperature and thermal energy transfer sensor.
Additional ongoing public projects
University Hospital Zurich
Fever algorithm development of a non-invasive wearable core body temperature sensor system in intensive care unit patients
University Children's Hospital Zurich
Development of a fever detection algorithm based on non-invasive skin-based sensor values in infants up to 18 months of age