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Wearables for Health: Smart Bandage and Hydration Sensing
May 9, 2022 @ 12:15 pm - 1:15 pm PDT
Free
- Yuanwen Jiang, Ph.D., Postdoctoral Scholar, Chemical Engineering, Stanford University; and Michelle Hoogenhout, Ph.D., Lead Data Scientist, Hydrostasis
- Sponsored by Stanford Wearable Electronics Initiative
- 12:15-1:15pm, Online and in person (Y2E2 Building, Rm. 299), Free, Registration required
Event Details:
“Wireless smart bandage for chronic wound management and accelerated tissue regeneration”
Speaker: Yuanwen Jiang, Ph.D., Postdoctoral Scholar, Chemical Engineering, Stanford University
Abstract: Chronic non-healing wounds represent a major source of morbidity for patients and a significant economic burden. Current wound care treatments are generally passive and are unable to adapt to changes in the wound environment in real time. By integrating multimodal sensors and adding stimulators in a bandage, real-time physiological monitoring is possible and provides an opportunity for active intervention into the complex wound environment. Here, we develop a battery-free flexible bioelectronic system consisting of wirelessly powered, closed-loop sensing and stimulation circuits with tissue-interfacing tough conducting hydrogel electrodes for robust signal transduction, on-demand adhesion, and detachment. Using multiple pre-clinical models, we demonstrate the capability of our wound care system to continuously monitor skin impedance and temperature, to trigger directional electrical stimulation. The accelerated wound closure was confirmed to be due to the activation of pro-regenerative genes linked to accelerated wound closure, increased neovascularization, and enhanced dermal recovery.
“Personalized and reliable hydration detection using a wrist-based photoplethysmography (PPG) sensor”
Speaker: Michelle Hoogenhout, Ph.D., Lead Data Scientist, Hydrostasis
Abstract: Proper hydration and fluid management is challenging, particularly in the elderly and those with heart and kidney failure. The consequences of improper hydration are costly: Dehydration-related conditions accounted for nearly $5.5 billion in hospital charges, according to the 2004 US National Hospital Discharge Survey. Even minimal dehydration, classified as 1-2% loss in total body water, affects physical performance, mood and cognition. Hydration monitoring is therefore also important in professional sport and combat training, where water loss exceeding 2% of total body weight is common. However, because there are currently no reliable, non-invasive instruments to continuously monitor hydration status, consumers and clinicians have to rely on monitoring weight, checking physical signs of dehydration, or taking urine or saliva samples.
The Hydrostasis GecaTM optical wristband monitors tissue hydration levels and provides real-time feedback to users on their hydration status. The wristband uses photoplethysmography (PPG) to detect changes in hemoglobin, lipids and water volume in the tissues. In a pilot study with 54 healthy adults, we found significant differences in water-related PPG signals between non-hydration, hydration and exercise-induced dehydration conditions. Using a binary hydration/non-hydration classifier, we could predict hydration state in new users with 67% precision and 78% recall, and could predict optimal hydration with 72% precision and 96% recall. These results hold promise for continuous, remote monitoring of hydration status. The sensor can be used in a stand-alone device or integrated into existing smartwatches using PPG.
For bios please visit ewear.stanford.edu