Search Results for author: Thomas Lang

Found 4 papers, 1 papers with code

Clustering large 3D volumes: A sampling-based approach

1 code implementation7 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.

Clustering Segmentation

Feature-Adaptive Interactive Thresholding of Large 3D Volumes

no code implementations13 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.

Segmentation

Geometric Active Learning for Segmentation of Large 3D Volumes

no code implementations13 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.

Active Learning Segmentation

A New Hip Fracture Risk Index Derived from FEA-Computed Proximal Femur Fracture Loads and Energies-to-Failure

no code implementations3 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.

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