AI Use Case
Predict physiologically acceptable states for discharge from Pediatric Intensive Care Unit
Predict patient-specific vitals deemed medically acceptable for discharge from a pediatric intensive care unit (ICU).
Risk reduction - Recovery rate,Risk reduction - Patient outcomes
Children's Hospital Los Angeles~Children's Hospital of Los Angeles predicts when to discharge patients from pediatric intensive care using deep recurrent neural networks
Healthcare Providers And Services
Structured / Semi-structured,Time series
Model Architecture - Recurrent Neural Network (RNN),ML Task - Prediction - Regression,ML Task - Prediction - Binary Classification,Model Architecture - RNN - Long Short-Term Memory (LSTM),Machine Learning (ML),Model Architecture - Deep Neural Networks