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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
The effects of physics‐based data augmentation on the generalizability of deep neural networks: Demonstration on nodule false‐positive reduction
Summary
The effects of physics‐based data augmentation on the generalizability of deep neural networks: Demonstration on nodule false‐positive reduction is a scholarly article[1].
Key Facts
The effects of physics‐based data augmentation on the generalizability of deep neural networks: Demonstration on nodule false‐positive reduction's instance of is recorded as scholarly article[2].
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APA4ort.xyz Knowledge Graph. (2026). The effects of physics‐based data augmentation on the generalizability of deep neural networks: Demonstration on nodule false‐positive reduction. Retrieved May 24, 2026, from https://4ort.xyz/entity/the-effects-of-physicsbased-data-augmentation-on-the-generalizability-of-deep-neural-networks-demonstration-on-nodule-fa
MLA“The effects of physics‐based data augmentation on the generalizability of deep neural networks: Demonstration on nodule false‐positive reduction.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/the-effects-of-physicsbased-data-augmentation-on-the-generalizability-of-deep-neural-networks-demonstration-on-nodule-fa.
BibTeX@misc{4ortxyz_the-effects-of-physicsbased-data-augmentation-on-the-generalizability-of-deep-neural-networks-demonstration-on-nodule-fa_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{The effects of physics‐based data augmentation on the generalizability of deep neural networks: Demonstration on nodule false‐positive reduction}}, year = {2026}, url = {https://4ort.xyz/entity/the-effects-of-physicsbased-data-augmentation-on-the-generalizability-of-deep-neural-networks-demonstration-on-nodule-fa}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): The effects of physics‐based data augmentation on the generalizability of deep neural networks: Demonstration on nodule false‐positive reduction — https://4ort.xyz/entity/the-effects-of-physicsbased-data-augmentation-on-the-generalizability-of-deep-neural-networks-demonstration-on-nodule-fa (retrieved 2026-05-24)
