Search Results for author: Darko Stern

Found 5 papers, 2 papers with code

Teeth Localization and Lesion Segmentation in CBCT Images using SpatialConfiguration-Net and U-Net

no code implementations19 Dec 2023 Arnela Hadzic, Barbara Kirnbauer, Darko Stern, Martin Urschler

The localization of teeth and segmentation of periapical lesions in cone-beam computed tomography (CBCT) images are crucial tasks for clinical diagnosis and treatment planning, which are often time-consuming and require a high level of expertise.

Lesion Detection Lesion Segmentation +1

Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements

1 code implementation26 Nov 2021 Franz Thaler, Christian Payer, Horst Bischof, Darko Stern

Even though many semantic segmentation methods exist that are able to perform well on many medical datasets, often, they are not designed for direct use in clinical practice.

Organ Segmentation Segmentation +1

Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization

1 code implementation20 Sep 2021 Franz Thaler, Christian Payer, Martin Urschler, Darko Stern

In landmark localization, due to ambiguities in defining their exact position, landmark annotations may suffer from large observer variabilities, which result in uncertain annotations.

Decision Making Position

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