Use of learning approaches to predict clinical deterioration in patients based on various variables: a review of the literature

TI Al-Shwaheen, M Moghbel, YW Hau… - Artificial Intelligence …, 2022 - Springer
Abstract Machine learning can be considered as the current gold standard for predicting
deterioration in Intensive Care Unit patients and is in extensive use throughout the world in …

Use of machine-learning approaches to predict clinical deterioration in critically ill patients: a systematic review

T Kamio, T Van, K Masamune - International Journal of Medical …, 2017 - indianjournals.com
Introduction: Early identification of patients with unexpected clinical deterioration is a matter
of serious concern. Previous studies have shown that early intervention on a patient whose …

Machine learning and visualization in clinical decision support: current state and future directions

G Levy-Fix, GJ Kuperman, N Elhadad - arXiv preprint arXiv:1906.02664, 2019 - arxiv.org
Deep learning, an area of machine learning, is set to revolutionize patient care. But it is not
yet part of standard of care, especially when it comes to individual patient care. In fact, it is …

[图书][B] Patient Record Summarization Through Joint Phenotype Learning and Interactive Visualization

G Levy-Fix - 2020 - search.proquest.com
Complex patient are becoming more and more of a challenge to the health care system
given the amount of care they require and the amount of documentation needed to keep …

[PDF][PDF] PATIENT DETERIORATION PREDICTIVE MODEL USING LONG SHORT-TERM MEMORY RECURRENT NEURAL NETWORK WITH GENETIC ALGORITHM …

TIAL ALSHWAHEEN - 2021 - eprints.utm.my
The clinical investigation found that early recognition and intervention are crucial for
preventing clinical deterioration in patients in Intensive Care units (ICUs) as well as in …

[PDF][PDF] 人工呼吸器使用患者のインシデント解析と安全性向上に関する研究

神尾直 - 2019 - twinkle.repo.nii.ac.jp
Untitled Page 1 Page 2 早稲田大学大学院 先進理工学研究科 博 士 論 文 概 要 論 文 題 目 人工
呼吸器使用患者のインシデント解析と 安全性向上に関する研究 A study on improvement of safety …