https://www.selleckchem.com/pr....oducts/mizagliflozin
We assessed the generalizability of deep learning models and how to improve it. Our exemplary use-case was the detection of apical lesions on panoramic radiographs. We employed two datasets of panoramic radiographs from two centers, one in Germany (Charité, Berlin, n = 65 and one in India (KGMU, Lucknow, n = 65 First, U-Net type models were trained on images from Charité (n = 50 and assessed on test sets from Charité and KGMU (each n = 15. Second, the relevance of image characteristics was explored using pixel-value transf