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

> Research article (Medical Physics, 2019) · cited 19× · AI/ML

**Wikidata**: [openalex:W2968410963](https://www.wikidata.org/wiki/openalex:W2968410963)  
**Source**: https://4ort.xyz/entity/the-effects-of-physicsbased-data-augmentation-on-the-generalizability-of-deep-neural-networks-demonstration-on-nodule-fa