Detecting Ineffective Efforts during Expiration for Neonates with Attention RNNs
Patient-ventilator asynchronies occur during mechanical ventilation when there is a mismatch between the patient’s needs and the ventilator’s settings. Ineffective Efforts during Expiration (IEE) is such an asynchrony, which if undetected can cause patient stress and prolong the ventilation duration...
Saved in:
| Main Authors: | Oprea Camelia, Stegemann Lara, Olivier Lena Sophie, Buglowski Mateusz, Becker Sabine, Orlikowsky Thorsten, Kowalewski Stefan, Schoberer Mark, Stollenwerk André |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
De Gruyter
2024-12-01
|
| Series: | Current Directions in Biomedical Engineering |
| Subjects: | |
| Online Access: | https://doi.org/10.1515/cdbme-2024-2117 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Emergency and critical care medicine residents’ competency to identify patient ventilator asynchrony using a mechanical ventilator waveform analysis in Addis Ababa, Ethiopia: a multicenter cross-sectional study
by: Wegderes Bogale, et al.
Published: (2025-02-01) -
A Review on Automatic Detection Algorithm for Patient-Ventilator Asynchrony during Mechanical Ventilation
by: Huaqing ZHANG, et al.
Published: (2024-01-01) -
Interpreting CNN-RNN Hybrid Model-Based Ensemble Learning with Explainable Artificial Intelligence to Predict the Performance of Li-Ion Batteries in Drone Flights
by: Betül Ersöz, et al.
Published: (2024-11-01) -
A comprehensive evaluation of ai techniques for air quality index prediction: RNNs and transformers
by: Pablo Andrés Buestán Andrade, et al.
Published: (2025-01-01) -
Evaluation of health care providers’ ability to identify patient-ventilator triggering asynchrony in intensive care unit: a translational observational study in China
by: Shengjun Liu, et al.
Published: (2025-02-01)