Smartwatches Could Help Detect Emerging Health Problems Using AI and Skin-Like Electronics : Study
Skin-like electronics combine with Artificial Intelligence are being develop by researchers in order to detect potential emergent health concerns. The study was publish in the journal Matter with the title Intrinsically stretchable neuromorphic devices for on-body processing of health data with artificial intelligence.
As flexible, wearable electronics are becoming increasingly common, they have yet to realise their full potential.
Precision medical sensors that are place on the skin to do health monitoring and diagnostics could be made possible by this technology in the near future.
It’d be like having a cutting-edge medical institution at your disposal at all times.
Such a skin-like device is being develop in a project between the US Department of Energy’s (DOE) Argonne National Laboratory and the University of Chicago’s Pritzker School of Molecular Engineering (PME).
Leading the project is Sihong Wang, assistant professor in UChicago PME with a joint appointment in Argonne’s Nanoscience and Technology division.
Worn routinely, future wearable electronics could potentially detect possible emerging health problems, such as heart disease, cancer or multiple sclerosis, even before obvious symptoms appear.
This device could also do a personalize analysis of the track health data while minimizing the need for its wireless transmission.
Sihong Wang Said :
Such a device would need to collect and process a vast amount of data, well above what even the best smartwatches can do today.
And it would have to do this data crunching with very low power consumption in a very tiny space.
To address that need, the team call upon neuromorphic computing.
The AI technology mimics the operation of the brain by training on past data sets and learning from experience.
Its advantages include compatibility with stretchable material, lower energy consumption and faster speed than other types of AI.
The other major challenge the team face was integrating the electronics into a skin-like stretchable material.
The key material in any electronic device is a semiconductor.
In current rigid electronics use in cell phones and computers, this is normally a solid silicon chip.
Stretchable electronics require that the semiconductor be a highly flexible material that is still able to conduct electricity.
The team’s skin-like neuromorphic “chip” consists of a thin film of a plastic semiconductor combine with stretchable gold nanowire electrodes.
Even when stretch to twice its normal size, their device function as plan without the formation of any cracks.
For one test, the team built an AI device and train it to distinguish healthy electrocardiogram (ECG) signals from four different signals indicating health problems.
After training, the device was more than 95% effective at correctly identifying the ECG signals.
The plastic semiconductor also underwent analysis on beamline 8-ID-E at the Advanced Photon Source (APS), a DOE Office of Science user facility at Argonne.
Exposure to an intense X-ray beam revealed how the molecules that make up the skin-like device material reorganize upon doubling in length.
These results provide molecular-level information to better understand the material properties.
Joe Strzalka, an Argonne physicist Said :
The greater beamline brightness and better detectors will make it possible to measure how soft or hard the material becomes in response to environmental influences.
Sihong Wang Said :