2 papers
cs.LG2023
VAE-IF: Deep feature extraction with averaging for fully unsupervised artifact detection in routinely acquired ICU time-series
Hollan Haule, Ian Piper, Patricia Jones +3
Artifacts are a common problem in physiological time series collected from intensive care units (ICU) and other settings. They affect the quality and reliability of clinical resear…
eess.SP2022
Hybrid Artifact Detection System for Minute Resolution Blood Pressure Signals from ICU
Hollan Haule, Evangelos Kafantaris, Tsz-Yan Milly Lo +2
Physiological monitoring in intensive care units (ICU) generates data that can be used in clinical research. However, the recording conditions in clinical settings limit the automa…