Scientists have made significant progress in unlocking the secrets of human health by harnessing advanced artificial intelligence models on wearable devices such as smartwatches. Researchers at Samsung Research America's Digital Health Team have developed two foundation models that can learn from biosignals captured through these devices. This work is part of a broader effort to create an "Connected Care" vision for healthcare, which aims to utilize data from wearables and other sources to improve patient outcomes.
The wearable data collected by smartwatches includes heart activity, sleep patterns, and physical activity levels. These types of signals have long been recognized as important indicators of overall health, but the sheer volume and complexity of such data pose significant challenges for analysis. By creating AI models that can learn from this type of data, researchers hope to gain a deeper understanding of how different physiological processes are affected by various factors.
The development of these AI foundation models is seen as a major breakthrough in the field of digital health. As wearables become increasingly integrated into daily life, the potential for these models to improve healthcare outcomes and patient engagement grows. Samsung's Connected Care vision, outlined at the Health Forum during Galaxy Unpacked in July 2023, suggests that the company believes AI can play a critical role in revolutionizing the way we approach health and wellness.