CXR Total Lung Volume Measurement

Logo for CXR Total Lung Volume Measurement

About

Contact email:
ecem.sogancioglu@radboudumc.nl
Image Version:
38c8e935-7782-4752-9c78-422bc6e75e62 — April 15, 2021

Summary

The algorithm receives both frontal and lateral radiographs and automatically measures total lung volume.

Input

The input should be a frontal and lateral chest radiograph. The following file formats are supported: .mha, .mhd, .png, .dcm, .jpeg. The algorithm has not been trained with anterior-posterior images (bed-side images).

Output

The algorithm outputs the total lung volume in liter as float value.

Notes

Please upload a single chest X-ray per field (one frontal and one lateral). Uploading multiple files per field will result in error.

Publication

This algorithm is published in Medical Physics, check out the open-access paper.

Contact Information

Questions related to this algorithm can be addressed to Ecem Sogancioglu.

Mechanism

Interfaces

This algorithm implements all of the following input-output combinations:

Inputs Outputs
1
    Frontal X-Ray
    Lateral X-Ray
    Lung Volume

Validation and Performance

Uses and Directions

This algorithm was developed for research purposes only.

Warnings

Common Error Messages

Information on this algorithm has been provided by the Algorithm Editors, following the Model Facts labels guidelines from Sendak, M.P., Gao, M., Brajer, N. et al. Presenting machine learning model information to clinical end users with model facts labels. npj Digit. Med. 3, 41 (2020). 10.1038/s41746-020-0253-3