CGM + PreHypo = Trustworthy hypoglycemia warings

Patients with type 1 diabetes (T1D) strive for keeping their blood sugar within narrow limits to reduce the risk of late diabetes complications. The downside of this strict glycemic control is an enhanced risk of developing severe hypoglycemia especially during sleep. Early prediction and prevention of hypoglycemia can improve long-term outcome for patients with diabetes. PreHypo will alert the user in advance using sophisticated but easy to use technology. The background for our technology have been published in medical journals, click here to read more.

We help predicting low blood sugar in due time

Having a child with type 1 diabetes has large impact on a family. Type 1 diabetes requires daily injections of insulin and subsequent self-measurements of blood sugar to maintain well regulated blood sugar. Hypoglycemia is a feared condition for parents since it can result in brain damage, coma and in worst case even death of their child. Often parents to children diagnosed with Type 1 diabetes wake up several times during the night to check their child’s blood sugar level. However, not only during the night, but also when the child is at school or elsewhere the fear of sudden hypoglycemia is a grave concern. Our invention enable patient empowerment by triggering a customize and personalized alarm from the patients or relatives smartphone / smartwatch. This enables the patient, relatives or hospital staff to intervene by timely drinking or eating sugary fluids (juice) or food. After food intake the invention will detect the raising blood sugar and give a personalized feedback to the patient, relatives or hospital staff.




What is Hypoglycemia



A condition where blood sugar falls below a critical level and disturb organ functions. It is often because of too much insulin combined with too little food intake. Low blood sugar (hypoglycemia) is the most common and most dangerous condition for many people with type 1 diabetes (T1D). Very low blood sugar may lead to insulin shock, which can be life threatening if not promptly treated. Recent reports have indicated that the incidence of hypoglycemia requiring emergency assistance is as high as 7.1% per year and that as many as 6-10% of all deaths in patients with T1D result from hypoglycemia. Patients with T1D are known to have increased risk of sudden, unexpected death during sleep. This phenomenon, known as “dead-in-bed syndrome,” occurs due to mechanisms that are poorly understood.

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Technology

Using the newest knowledge within AI algorithm development our invention makes prediction of hypoglycemia possible in people with diabetes. Emerging technologies such as the Continuous Glucose Monitoring (CGM), a device for live motoring of glucose levels have made it possible to follow the trend of glucose and possibly act in time before reaching alarming levels. Unfortunately, the precisions of these measurements are not always sufficient and reliable in detecting a forthcoming event of low glucose. MEDICUS engineering’s develop clinically validated and patented software algorithm PreHypo™ yields a significantly higher performance - both in prediction time and sensitivity compared to our CGM algorithms. This combination significantly improves the prediction of hypoglycemic events and thereby the possibility of a timely intervention.

PreHypo™ can be installed and seamlessly integrated into existing CGM systems, smartphones, smart watches and/or digital diabetes management systems.

40 minutes prediction time

Our sophisticated mathematical models predicts hypoglycemia up to 40 minutes before it happens.

Patented technology

Our intellectual property is backed with new patented technology and equipment.

Validated

Validated and tested on 18.5 million minutes of CGM and 57 million minutes of synthetic CGM data.

Performance

Performance has been shown to yield an ROC AUC of 0.98




Publications

We have proven the power of our technology which has been tested in both clinical setting and during daily living. We are currently setting up new clinical trials to test and further validate our technology.

Spontaneous hypoglycemia

J Diabetes Sci Technol. 2014 Jul;8(4):731-7. doi: 10.1177/1932296814528838.

Predicting hypoglycemia

J Diabetes Sci Technol. 2015 Jan;9(1):132-7. doi: 10.1177/1932296814549830

Validation

J Diabetes Sci Technol. 2019 Nov;13(6):1178-1179. doi: 10.1177/1932296819864625

Hypoglycemia

Diabetes Technol Ther . 2017 Feb;19(2):91-95. doi: 10.1089/dia.2016.0342.

Get in Touch

We are always open for new partners

MEDICUS engineering ApS
Palle Juul-Jensens Boulevard 82
Denmark, 8200 Aarhus N
mail@medicusengineering.com
MEDICUSeng.com