Magnetic resonance in medicineHumansDeep LearningHead and Neck NeoplasmsAlgorithmsBayes Theorem
Balancing Bias and Variance in Deep Learning-Based Tumor Microstructural Parameter Mapping.
Jiaren Zou, Yue Cao
Published: 202610.1002/mrm.70154
Abstract
PURPOSE: Time-dependent diffusion MRI enables quantification of tumor microstructural parameters useful for diagnosis and prognosis. Nevertheless, current model fitting approaches exhibit suboptimal bias-variance trade-offs; specifically, nonlinear l…
Preview only. Read the full abstract at the source