1 code implementation • 7 Mar 2023 • Thomas Lang
In this work, we introduce a novel clustering technique based on random sampling, which allows for the voxelwise classification of arbitrarily large volumes.
no code implementations • 13 Oct 2022 • Thomas Lang, Tomas Sauer
Thresholding is the most widely used segmentation method in volumetric image processing, and its pointwise nature makes it attractive for the fast handling of large three-dimensional samples.
no code implementations • 13 Oct 2022 • Thomas Lang, Tomas Sauer
Segmentation, i. e., the partitioning of volumetric data into components, is a crucial task in many image processing applications ever since such data could be generated.
no code implementations • 3 Oct 2022 • Xuewei Cao, Joyce H Keyak, Sigurdur Sigurdsson, Chen Zhao, Weihua Zhou, Anqi Liu, Thomas Lang, Hong-Wen Deng, Vilmundur Gudnason, Qiuying Sha
The results showed that the average of the area under the receive operating characteristic curve (AUC) using PC1 was always higher than that using all FE parameters combined in the male subjects.