A survey of MRI-based brain tissue segmentation using deep learning

L Wu, S Wang, J Liu, L Hou, N Li, F Su, X Yang… - Complex & Intelligent …, 2025 - Springer
Segmentation of brain tissue from MR images provides detailed quantitative brain analysis
for accurate diagnosis, detection, and classification of brain diseases, and plays an …

Automated fetal brain volume reconstruction from motion-corrupted stacks with deep learning

L Ma, W Lin, H Zhang, G Li - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
The fetal brain MRI 3D volume is critical for malformation diagnosis and development
assessment. However, the inevitable fetal motion during MRI acquisition can result in loss of …

Costal Cartilage Segmentation with Topology Guided Deformable Mamba: Method and Benchmark

S Wang, H Gong, R Cui, B Wan, Y Liu, Z Hu… - arxiv preprint arxiv …, 2024 - arxiv.org
Costal cartilage segmentation is crucial to various medical applications, necessitating
precise and reliable techniques due to its complex anatomy and the importance of accurate …