AJR Podcasts Deep Learning-Based Mortality Prediction in Community-Acquired Pneumonia
Aug 8, 2023
Shambo Guha Roy, MD discusses a deep learning model for predicting mortality in community-acquired pneumonia based on chest radiographs. The model outperforms traditional scoring systems, offering potential for improved risk assessment in clinical settings.
Chapters
Transcript
Episode notes
1 2 3 4
Introduction
00:00 • 4min
Deep Learning-Based Mortality Prediction in Community-Acquired Pneumonia
03:46 • 2min
Deep Learning-Based Mortality Prediction in Community-Acquired Pneumonia
06:07 • 3min
Usefulness of Class Activation Map and Limitations of DL-Based Models in Predicting CAP Mortality
09:28 • 1min