Key result
A new open-source software tool was developed for simultaneous visualization of multiple time-dependent signals, featuring live monitoring and anomaly detection capabilities.
Answers are grounded in this paper and cite their sources.
Introduces a new open-source software tool for visualizing time series and anomalies in streaming data, with potential applications in continuous medical monitoring.
A new software tool for simultaneous visualization of multiple time dependent signals, featuring a novel and highly useful combination of capabilities, and published as an open source solution is presented in this paper. The tool is designed to meet the needs of its users who expect lightweight, interactive & intuitive use and ease of deployment in current setups, including live monitoring systems with anomaly detection, highlighting and streaming data processing abilities. The functionality and motivation for our system is derived from various signal analysis applications, our research activities related to design and evaluation of neural network models, and from systems for continuous monitoring and anomaly detection (e.g. in IT or medical domains), which is demonstrated on simple use case examples.
No takes yet. Share an insight, caveat, or question.
Otáhal et al. (2016) studied this question. Software tool for visualization of time series and anomalies was evaluated. A new open-source software tool was developed for simultaneous visualization of multiple time-dependent signals, featuring live monitoring and anomaly detection capabilities.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: