Volumetric Breast Density Estimation From Three-Dimensional Reconstructed Digital Breast Tomosynthesis Images ... the Adam optimizer, weighted Dice loss function, 30 and maximum training epochs of 50.

This paper addresses the problem of calculating the multidimensional probability density functions (PDFs) of statistics derived from known many-to-one transformations of independent random variables ...

The probability density function for uniform distribution is: We can understand it by the example of rolling fair dice where the occurrence of any face on the dice has the same probability. Using the ...

The second is the logarithmic value of the probability density function (here, the log PDF of normal distribution). Since we need negative log-likelihood, it is obtained just by negating the ...

We present and analyze a novel sparse polynomial technique for approximating high-dimensional Hilbert-valued functions, with application to parameterized partial differential equations (PDEs) with ...