Convolutional Neural Networks with Template-Based Data Augmentation for Functional Lung Image Quantification

ConclusionThe proposed framework yields accurate automated quantification in near real time. CNNs drastically reduce processing time after offline model construction and demonstrate significant future potential for facilitating quantitative analysis of functional lung MRI.
Source: Academic Radiology - Category: Radiology Source Type: research