The effects of physics-based data augmentation on the generalizability of deep neural networks: Demonstration on nodule false positive reduction

Omigbodun AO, Noo F, McNitt-Gray M, Hsu W, Hsieh SS. The effects of physics-based data augmentation on the generalizability of deep neural networks: Demonstration on nodule false-positive reduction. Med Phys. 2019 Oct;46(10):4563-4574. DOI: 10.1002/mp.13755. Epub 2019 Aug 27. PMID: 31396974.