While the active shape model and kernel PCA method performed better than linear regression, the results also revealed that the deep neural network outperformed ...

Mar 1, 2017 · We investigated different learning based estimation strategies using patient gender, height, and weight as the input to estimate a default ...

Abstract. A patient model is useful for many clinical applications such as patient positioning, device placement, or dose estimation in case of X-.

Comparison of Default Patient Surface Model ... Figure 2: Surface model estimation ... A patient surface model can be reliably estimated using data-driven methods.

We investigated different learning based estimation strategies using patient gender, height, and weight as the input to estimate a default patient surface model ...

Comparison of Default Patient Surface Model Estimation Methods. Xia Zhong, Norbert Strobel, Markus Kowarschik, Rebecca Fahrig, Andreas K. Maier.

We investigated different learning based estimation strategies using patient gender, height, and weight as the input to estimate a default patient surface model ...

Bibliographic details on Comparison of Default Patient Surface Model Estimation Methods.

Comparison of Default Patient Surface Model Estimation Methods ; Publication Type: Conference contribution ; Publication year: 2017 ; Publisher: Kluwer Academic ...

Sep 13, 2017 · The aim of this study was to retrospectively compare the CBCT-based 3D corrections of patients initially positioned with tattoos against those ...