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).

Function

Benefits

Risk reduction - Recovery rate,Risk reduction - Patient outcomes

Case Studies

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

Industry

Healthcare

Healthcare Providers And Services

Data Sets

Structured / Semi-structured,Time series

AI Technologies

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

Potential Vendors