Physiological sensor data cleaning with autoencoders.

Lito KriaraMattia ZanonFlorian LipsmeierMichael Lindemann

Published in: Physiological measurement (2023)

Our approach enables us to reliably separate clean from noisy physiological sensor signal that can pave the development of reliable features and eventually support decisions regarding drug efficacy in clinical trials.

Keyphrases

clinical trial
electronic health record
emergency department
phase ii
randomized controlled trial
deep learning
open label
study protocol