10 citations · 10 across the 2 of their papers we have counts for
2 papers
cs.CV2026
Scientific Domain Knowledge Improves Vision-Language Fundus Models
Verena Jasmin Hallitschke, Carsten Eickhoff, Philipp Berens
Vision-language models hold considerable promise for ophthalmology, but it remains unclear which training data source best conveys expert domain knowledge. Existing ophthalmic mode…
cs.CV2023★ 10 cited
Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images based on Physiological and Anatomical Cues
Verena Jasmin Hallitschke, Tobias Schlumberger, Philipp Kataliakos +6
Recently, deep learning enabled the accurate segmentation of various diseases in medical imaging. These performances, however, typically demand large amounts of manual voxel annota…