Abstract: Systems, methods, and computer-readable media for determining the probability of a patient developing shock. The method includes receiving, at a client device, a first set of vital sign measurements from the patient associated with a first time. The method includes determining, using a time-variant machine learning model, the probability of the patient developing shock based on the first set of vital sign measurements, the time-variant machine learning model having a first set of parameters associated with the first time. The method includes receiving, at the client device, a second set of vital sign measurements from the patient associated with a second time. The method includes updating, using the time-variant machine learning model, the probability of the patient developing shock based on the second set of vital sign measurements, the time-variant machine learning model having a second set of parameters associated with the second time.

Abstract: A charcoal-infused towel product is woven from a combination of charcoal-infused yarn fibers and cotton yarn fibers. The charcoal-infused yarn fibers are made by combining a liquefied activated charcoal paste with a liquefied cellulose paste to produce filaments of textile fiber embedded with activated charcoal.

Abstract: A charcoal-infused towel product is woven from a combination of charcoal-infused yarn fibers and cotton yarn fibers. The charcoal-infused yarn fibers are made by combining a liquefied activated charcoal paste with a liquefied cellulose paste to produce filaments of textile fiber embedded with activated charcoal.