Automatic segmentation of 15 critical anatomical labels and measurements of cardiac axis and cardiothoracic ratio in fetal four chambers using nnU-NetV2.
Bocheng LiangFengfeng PengDandan LuoQing ZengHuaxuan WenBowen ZhengZhiying ZouLiting AnHuiying WenXin WenYimei LiaoYing YuanShengli LiPublished in: BMC Medical Informatics Decis. Mak. (2024)
Keyphrases
- automatic segmentation
- intra subject
- manual segmentation
- anatomical structures
- automatically segmenting
- segmentation algorithm
- semi automatic segmentation
- three dimensional
- medical images
- computed tomography images
- patient specific
- ct data
- accurate segmentation
- medical imaging
- chest ct scans
- fiber bundles
- subject specific
- brain tissue
- ultrasound images
- shape analysis
- pairwise
- higher order