The Application of Knowledge Distillation toward Fine-Grained Segmentation for Three-Vessel View of Fetal Heart Ultrasound Images.
Qiwen CaiRan ChenLu LiChao HuangHaisu PangYuanshi TianMin DiMingxuan ZhangMingming MaDexing KongBo-Wen ZhaoPublished in: Computational intelligence and neuroscience (2022)
Our segmentation method could identify the anatomical structure in three-vessel view of fetal heart ultrasound images. Both quantitative and visual analyses show that the proposed method significantly outperforms the related methods in terms of segmentation results.