May, 2023
基于生理学合成和域自适应的极弱监督血管分割
Extremely weakly-supervised blood vessel segmentation with physiologically based synthesis and domain adaptation
Peidi Xu, Olga Sosnovtseva, Charlotte Mehlin Sørensen, Kenny Erleben, Sune Darkner
TL;DR使用生成模型模拟合成血管树并训练血管分割,提高细分肾小球周围微小血管的准确性,并在真实扫描上完成分割验证。