A Systematic Review of Time Series Classification Techniques Used in Biomedical Applications

A Systematic Review of Time Series Classification Techniques Used in Biomedical Applications

<i>Background:</i> Digital clinical measures collected via various digital sensing technologies such as smartphones, smartwatches, wearables, and ingestible and implantable sensors are increasingly used by individuals and clinicians to capture the health outcomes or behavioral and physio...

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Bibliographic Details
Main Authors: Will Ke Wang, Ina Chen, Leeor Hershkovich, Jiamu Yang, Ayush Shetty, Geetika Singh, Yihang Jiang, Aditya Kotla, Jason Zisheng Shang, Rushil Yerrabelli, Ali R. Roghanizad, Md Mobashir Hasan Shandhi, Jessilyn Dunn
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Sensors
Subjects:
systematic review
time series classification
digital clinical measures
machine learning
feature engineering
Online Access:https://www.mdpi.com/1424-8220/22/20/8016

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