Deep Q-learning to globally optimize a k -D parameter search for medical imaging.
Quantitative imaging in medicine and surgery(2023)
摘要
The proposed DQMP method was able to achieve global optima, thus yielding accurate model parameter estimates. DQMP is promising for estimating multiple high-dimensional parameters and can be generalized to global optimization for many other complex nonconvex functions and imaging of physical parameters.
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关键词
deep q-learning,imaging,medical
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