Deep Learning-Based Available and Common Clinical-Related Feature Variables Robustly Predict Survival in Community-Acquired Pneumonia.

Ding Yun Feng Yong Ren Mi Zhou Xiao-Ling Zou Wen-Bin WuHai-Ling YangYu-Qi ZhouTian-Tuo Zhang

Published in: Risk management and healthcare policy (2021)

This study used deep learning algorithms to classify prognosis based on available and common clinical-related feature variables in patients with CAP with high accuracy and good generalizability. Every clinical-related feature is important to the model.

Keyphrases

deep learning
machine learning
artificial intelligence
convolutional neural network
free survival