Publications and Press:
This algorithm automatically quantifies ILD(Interstitial lung disease) by classifying each pixel of lung parenchyma in chest CT scan into 6 pattern subtypes. The subtypes are normal, emphysema, ground-glass opacity, reticular opacity, honeycombing and consolidation. This algorithm visualizes the quantified lung CT scans with color map which enhance the understanding of disease diffusion.
This algorithm automatically detect pneumothorax in PA view chest radiograph and visualize the detected region on the original chest image as a heatmap. The algorithm also provides the confidence score of pneumothorax detection in percentage.