Geometry-Aware Neural Solver for Fast Bayesian Calibration of Brain Tumor Models
IEEE Transactions on Medical Imaging(2022)
摘要
Modeling of brain tumor dynamics has the potential to advance therapeutic planning. Current modeling approaches resort to numerical solvers that simulate the tumor progression according to a given differential equation. Using highly-efficient numerical solvers, a single forward simulation takes up to a few minutes of compute. At the same time, clinical applications of tumor modeling often imply so...
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关键词
Tumors,Numerical models,Computational modeling,Brain modeling,Mathematical models,Biological system modeling,Bayes methods
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