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Quantitative computerized two-point correlation analysis of lung CT scans correlates with pulmonary function in pulmonary sarcoidosis
- Source :
- Chest. 142(6)
- Publication Year :
- 2012
-
Abstract
- Chest CT scans are commonly used to clinically assess disease severity in patients presenting with pulmonary sarcoidosis. Despite their ability to reliably detect subtle changes in lung disease, the utility of chest CT scans for guiding therapy is limited by the fact that image interpretation by radiologists is qualitative and highly variable. We sought to create a computerized CT image analysis tool that would provide quantitative and clinically relevant information.We established that a two-point correlation analysis approach reduced the background signal attendant to normal lung structures, such as blood vessels, airways, and lymphatics while highlighting diseased tissue. This approach was applied to multiple lung fields to generate an overall lung texture score (LTS) representing the quantity of diseased lung parenchyma. Using deidentified lung CT scan and pulmonary function test (PFT) data from The Ohio State University Medical Center's Information Warehouse, we analyzed 71 consecutive CT scans from patients with sarcoidosis for whom simultaneous matching PFTs were available to determine whether the LTS correlated with standard PFT results.We found a high correlation between LTS and FVC, total lung capacity, and diffusing capacity of the lung for carbon monoxide (Plt; .0001 for all comparisons). Moreover, LTS was equivalent to PFTs for the detection of active lung disease. The image analysis protocol was conducted quickly (lt; 1 min per study) on a standard laptop computer connected to a publicly available National Institutes of Health ImageJ toolkit.The two-point image analysis tool is highly practical and appears to reliably assess lung disease severity. We predict that this tool will be useful for clinical and research applications.
- Subjects :
- Pulmonary and Respiratory Medicine
medicine.medical_specialty
Vital Capacity
Critical Care and Intensive Care Medicine
Severity of Illness Index
Pulmonary function testing
FEV1/FVC ratio
Sarcoidosis, Pulmonary
Diffusing capacity
Severity of illness
medicine
Image Processing, Computer-Assisted
Humans
Lung volumes
Lung
Original Research
Carbon Monoxide
business.industry
Total Lung Capacity
respiratory system
medicine.disease
respiratory tract diseases
Respiratory Function Tests
medicine.anatomical_structure
Tomography
Sarcoidosis
Radiology
Cardiology and Cardiovascular Medicine
business
Tomography, X-Ray Computed
Subjects
Details
- ISSN :
- 19313543
- Volume :
- 142
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- Chest
- Accession number :
- edsair.doi.dedup.....49e475607d9676957dd7749a13b2a77e