Synthetic cerebral blood vessel generator for training anatomically plausible deep learning models
(2024)
Presentation / Conference Contribution
Kenyon, G., Lau, S., Perperidis, A., CHAPPELL, M., & Jenkinson, M. (2024, July). Synthetic cerebral blood vessel generator for training anatomically plausible deep learning models. Presented at MIUA - Medical Image Understanding and Analysis - 2024, Manchester
Blood vessel networks, with their complex geometrical and topological characteristics, play a significant role in diagnosing and understanding various cerebrovascular diseases. Deep learning (DL) segmentation methods can aid in analysing these struct... Read More about Synthetic cerebral blood vessel generator for training anatomically plausible deep learning models.