CXR Total Lung Volume Measurement
About
- Frontal X-Ray (Any frontal X-Ray)
- Lateral X-Ray (Any lateral X-Ray)
- Lung Volume (Lung volume in liters)
Model Facts
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
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