Identifying cardiomegaly in chest X-rays: a cross-sectional study of evaluation and comparison between different transfer learning methods.

CONCLUSION: Deep learning using transfer learning methods based on VGG19 network can be used for the automatic detection of cardiomegaly on chest X-ray images. However, further validation and training of each method is required before application to clinical cases.
PMID: 33203215 [PubMed - as supplied by publisher]

Source: Acta Radiologica - November 17, 2020 Category: Radiology Authors: Bougias H, Georgiadou E, Malamateniou C, Stogiannos N Tags: Acta Radiol Source Type: research