Near-pair patch generative adversarial network for data augmentation of focal pathology object detection models.

Ethan TuJonathan BurkowAndy TsaiJoseph JunewickFrancisco A PerezJeffrey OtjenAdam M Alessio

Published in: Journal of medical imaging (Bellingham, Wash.) (2024)

Our proposed method generates visually realistic pathology and that provided improved object detector performance for the task of rib fracture detection.

Keyphrases

loop mediated isothermal amplification
working memory
real time pcr
label free
electronic health record
big data
magnetic resonance imaging
machine learning
artificial intelligence
quantum dots
data analysis
network analysis