most citedImpact of PCA-based preprocessing and different CNN structures on deformable registration of sonograms

2 citations · 3 across the 3 of their papers we have counts for

collaborators

3 papers

eess.IV2025

PCA for Enhanced Cross-Dataset Generalizability in Breast Ultrasound Tumor Segmentation

Christian Schmidt, Heinrich Martin Overhoff

In medical image segmentation, limited external validity remains a critical obstacle when models are deployed across unseen datasets, an issue particularly pronounced in the ultras…

cs.CV2023★ 2 cited

Impact of PCA-based preprocessing and different CNN structures on deformable registration of sonograms

Christian Schmidt, Heinrich Martin Overhoff

Central venous catheters (CVC) are commonly inserted into the large veins of the neck, e.g. the internal jugular vein (IJV). CVC insertion may cause serious complications like misp…

eess.IV2023★ 1 cited

Estimation of mitral valve hinge point coordinates -- deep neural net for echocardiogram segmentation

Christian Schmidt, Heinrich Martin Overhoff

Cardiac image segmentation is a powerful tool in regard to diagnostics and treatment of cardiovascular diseases. Purely feature-based detection of anatomical structures like the mi…