MaD GUI: An Open-Source Python Package for Annotation and Analysis of Time-Series Data

Developing machine learning algorithms for time-series data often requires manual annotation of the data. To do so, graphical user interfaces (GUIs) are an important component. Existing Python packages for annotation and analysis of time-series data have been developed without addressing adaptabilit...

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Bibliographic Details
Published in:	Sensors (Basel, Switzerland) Vol. 22; no. 15; p. 5849
Main Authors:	Ollenschläger, Malte, Küderle, Arne, Mehringer, Wolfgang, Seifer, Ann-Kristin, Winkler, Jürgen, Gaßner, Heiko, Kluge, Felix, Eskofier, Bjoern M.
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 05.08.2022 MDPI
Subjects:	Algorithms annotation Documentation Electrocardiography Gait gait analysis graphical user interface Labeling Machine learning Open source software Programming languages python Subject specialists time series analysis Usability User experience User interface
ISSN:	1424-8220, 1424-8220
Online Access:	Get full text
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