Enhancing Inference on Physiological and Kinematic Periodic Signals via Phase-Based Interpretability and Multi-Task Learning

Physiological and kinematic signals from humans are often used for monitoring health. Several processes of interest (e.g., cardiac and respiratory processes, and locomotion) demonstrate periodicity. Training models for inference on these signals (e.g., detection of anomalies, and extraction of bioma...

Full description

Bibliographic Details
Main Authors: Reza Soleimani, Edgar Lobaton
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/13/7/326