Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Hybrid Artifact Detection System for Minute Resolution Blood Pressure
  Signals from ICU   Physiological monitoring in intensive care units generates data that can be
used to aid clinical decision making facilitating early interventions. However,
the low data quality of physiological signals due to the recording conditions
in clinical settings limits the automated extraction of relevant information
and leads to significant numbers of false alarms. This paper investigates the
utilization of a hybrid artifact detection system that combines a Variational
Autoencoder with a statistical detection component for the labeling of
artifactual samples to automate the costly process of cleaning physiological
recordings. The system is applied to mean blood pressure signals from an
intensive care unit dataset recorded within the scope of the KidsBrainIT
project. Its performance is benchmarked to manual annotations made by trained
researchers. Our preliminary results indicate that the system is capable of
consistently achieving sensitivity and specificity levels that surpass 90%.
Thus, it provides an initial foundation that can be expanded upon to partially
automate data cleaning in offline applications and reduce false alarms in
online applications.

14
The categories of this paper are: math-ph
11
The categories of this paper are: hep-lat
37
The categories of this paper are: supr-con
16
The categories of this paper are: stat
17
The categories of this paper are: q-fin
12
The categories of this paper are: nucl-th
21
The categories of this paper are: adap-org
33
The categories of this paper are: plasm-ph
10
The categories of this paper are: q-bio
4
The categories of this paper are: cond-mat
27
The categories of this paper are: comp-gas
9
The categories of this paper are: nlin
2
The categories of this paper are: math
30
The categories of this paper are: q-alg
36
The categories of this paper are: cmp-lg
3
The categories of this paper are: physics