Near-pair patch generative adversarial network for data augmentation of focal pathology object detection models.
Ethan TuJonathan BurkowAndy TsaiJoseph JunewickFrancisco A PerezJeffrey OtjenAdam M AlessioPublished 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.