Informatik aktuell
ISSN: 1431-472X
Publisher: Gesellschaft für Informatik (GI)
Publications (196)
Abstract: Leveraging Image Captions for Selective Whole Slide Image Annotation (2025)
Qiu J, Aubreville M, Wilm F, Öttl M, Utz J, Schlereth M, Breininger K
Conference contribution
Is Self-supervision Enough?: Benchmarking Foundation Models Against End-to-end Training for Mitotic Figure Classification (2025)
Ganz J, Ammeling J, Rosbach E, Lausser L, Bertram CA, Breininger K, Aubreville M
Conference contribution
Appearance-based Debiasing of Deep Learning Models in Medical Imaging (2024)
Wilm F, Reimann MK, Taubmann O, Mühlberg A, Breininger K
Conference contribution, Conference Contribution
Privacy-enhancing Image Sampling for the Synthesis of High-quality Anonymous Chest Radiographs (2024)
Packhäuser K, Folle L, Nguyen TT, Thamm F, Maier A
Conference contribution, Conference Contribution
Multi-organ Segmentation in CT from Partially Annotated Datasets using Disentangled Learning (2024)
Wang T, Liu C, Rist L, Maier A
Conference contribution, Conference Contribution
Assessment of Scanner Domain Shifts in Deep Multiple Instance Learning (2024)
Ganz J, Puget C, Ammeling J, Parlak E, Kiupel M, Bertram CA, Breininger K, et al.
Conference contribution, Conference Contribution
3D Deep Learning-based Boundary Regression of an Age-related Retinal Biomarker in High Resolution OCT (2024)
Karbole W, Ploner S, Won J, Marmalidou A, Takahashi H, Waheed NK, Fujimoto JG, Maier A
Conference contribution, Conference Contribution
Automatic Segmentation of Lymphatic Perfusion in Patients with Congenital Single Ventricle Defects (2024)
Stegmaier M, Schröder C, Müller J, Day T, Cuomo M, Dewald O, Dittrich S, Kainz B
Conference contribution, Conference Contribution
Exploring Epipolar Consistency Conditions for Rigid Motion Compensation in In-vivo X-ray Microscopy (2024)
Thies M, Wagner F, Gu M, Mei S, Huang Y, Pechmann S, Aust O, et al.
Conference contribution, Conference Contribution
Neural Network-based Sinogram Upsampling in Real-measured CT Reconstruction (2024)
Augustin L, Wagner F, Thies M, Maier A
Conference contribution, Conference Contribution