Soft, wireless periocular wearable electronics for real-time detection of eye vergence in a virtual reality toward mobile eye therapies.
Saswat MishraYun-Soung KimJittrapol IntarasirisawatYoung-Tae KwonYongkuk LeeMusa MahmoodHyo-Ryoung LimRobert HerbertKi Jun YuChee Siang AngWoon-Hong YeoPublished in: Science advances (2020)
Recent advancements in electronic packaging and image processing techniques have opened the possibility for optics-based portable eye tracking approaches, but technical and safety hurdles limit safe implementation toward wearable applications. Here, we introduce a fully wearable, wireless soft electronic system that offers a portable, highly sensitive tracking of eye movements (vergence) via the combination of skin-conformal sensors and a virtual reality system. Advancement of material processing and printing technologies based on aerosol jet printing enables reliable manufacturing of skin-like sensors, while the flexible hybrid circuit based on elastomer and chip integration allows comfortable integration with a user's head. Analytical and computational study of a data classification algorithm provides a highly accurate tool for real-time detection and classification of ocular motions. In vivo demonstration with 14 human subjects captures the potential of the wearable electronics as a portable therapy system, whose minimized form factor facilitates seamless interplay with traditional wearable hardware.
Keyphrases
- virtual reality
- low cost
- deep learning
- heart rate
- machine learning
- primary care
- endothelial cells
- healthcare
- label free
- soft tissue
- loop mediated isothermal amplification
- quality improvement
- electronic health record
- optic nerve
- big data
- climate change
- neural network
- induced pluripotent stem cells
- molecularly imprinted
- replacement therapy
- pluripotent stem cells