Deep-Reinforcement-Learning-Driven Patient State Analysis and Resource Management in Near-Field IoE Healthcare Networks
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2025.3556840
Abstract: Integrating Internet of Everything (IoE) technologies with near-field (NF) communication has revolutionized healthcare monitoring systems, offering unprecedented opportunities for precise patient state tracking and resource optimization. However, managing healthcare IoE resources efficiently while maintaining high-quality… read more here.
Keywords: resource; healthcare; patient state; reinforcement learning ... See more keywords
A Retrospective Study of the Patient State Index During General Anesthesia in Infants and Young Children.
Sign Up to like & getrecommendations! Published in 2023 at "Clinical pediatrics"
DOI: 10.1177/00099228231168475
Abstract: This study described electroencephalogram (EEG) parameters in children under general anesthesia, which could monitor patient-specific brain responses to anesthetics and assess the effects of anesthesia. The objective was to detect the patient state index (PSI)… read more here.
Keywords: psi; patient state; age; general anesthesia ... See more keywords
Continuous patient state attention model for addressing irregularity in electronic health records
Sign Up to like & getrecommendations! Published in 2024 at "BMC Medical Informatics and Decision Making"
DOI: 10.1186/s12911-024-02514-2
Abstract: Irregular time series (ITS) are common in healthcare as patient data is recorded in an electronic health record (EHR) system as per clinical guidelines/requirements but not for research and depends on a patient’s health status.… read more here.
Keywords: patient state; model; continuous patient; health ... See more keywords