Prof. Hein, what could the devices be used for in the medical field in the future?
Prof. Andreas Hein: The vision of hearables is that both hearing aids and miniaturized headphones will record health data using additional sensors. This would allow us to reach younger target groups and monitor developments over a longer period of time in order to detect deficits or the development of diseases at an earlier stage.
With additional sensors in the wearables on the ear, for example, oxygen saturation, pulse and heart rate variability can be measured, as well as brain activity with limited EEG. The data is then transferred to the smartphone, where we carry out an AI-based analysis.
We want to recognize patterns and symptoms, such as difficulty swallowing. They can be measured as acceleration at the ear and as activation of the chewing muscles. This allows us to detect abnormal behavior, but we will not perform any diagnostics.
What developments are necessary for this?
Hein: We collect and validate diagnostic information for early detection. In the field of geriatrics, for example, we are looking at mobility and the risk of falls. In neurology, we are looking at behavioral changes that occur over the course of Parkinson's, such as mobility disorders or swallowing disorders.
For these clinical pictures, we can derive information from sensor technology close to the ear. The results must be translated for the treating physicians and processed by AI. As we observe hearing aid wearers throughout the day in their normal lives, we expect a significantly higher variance and need to understand the context. We may collect sensitive data, but for privacy reasons we limit ourselves to certain characteristics of speech. For example, we look at fluency, inflections and possible changes in the voice due to emotional or physical changes. The content of conversations is not recorded.