Improved Chest Anomaly Localization without Pixel-level Annotation via Image Translation Network Application in Pseudo-paired Registration Domain

no code implementations • 21 Jul 2022 • KyungSu Kim, Seong Je Oh, Tae Uk Kim, Myung Jin Chung

For the first stage, we introduce an advanced deep-learning-based registration technique that virtually and reasonably converts unpaired data into paired data for learning registration maps, by sequentially utilizing linear-based global and uniform coordinate transformation and AI-based non-linear coordinate fine-tuning.

Data Augmentation Generative Adversarial Network +1