Medizinische Universität Graz - Research portal

Go directly to the nagivation.
Go directly to the content.

Navigation/Search

SHR Neuro Cancer Cardio Metab Microb Lipid

Boosting Active Learning for Deep Image Segmentation via Foundation Models

Project Leader:: Urschler Martin

Duration:: 01.08.2024-31.07.2027

Programme:: Einzelprojekt

Type of Research: basic research

Staff: Urschler, Martin, Project Leader

MUG Research Units: Institute for Medical Informatics, Statistics and Documentation

Funded by: FWF, Fonds zur Förderung der Wissenschaftlichen Forschung, Wien, Austria

Project results published: > Integrating anatomy and electrophysiology in the h... Comput Biol Med. 2025; 192(Pt A):110230; > Augmentation-Based Domain Generalization and Joint... In: Zhuang, X; Ding, W; Wu, F; Gao, S; Li, L; Wang, S editors(s). Comprehensive Analysis and Computing of Real-World Medical Images. CARE 2024. Lecture Notes in Computer Science. 15548: Springer, Cham; p. 168-179. 2025; > LA-CaRe-CNN: Cascading Refinement CNN for Left Atr... In: Zhuang, X; Ding, W; Wu, F; Gao, S; Li, L; Wang, S editors(s). Comprehensive Analysis and Computing of Real-World Medical Images. CARE 2024. Lecture Notes in Computer Science. 15548: Springer, Cham; p. 180-191. 2025; > Synthetic Augmentation for Anatomical Landmark Loc... In: Fernandez, V; Wolterink, JM; Wiesner, D; Remedios, S; Zuo, L; Casamitjana, A editors(s). Simulation and Synthesis in Medical Imaging. SASHIMI 2024. Lecture Notes in Computer Science. 15187: Springer Cham; p. 1-12. 2025; > Gaussian Process Emulators for Few-Shot Segmentati... In: Camara, O editors(s). Statistical Atlases and Computational Models of the Heart. Workshop, CMRxRecon and MBAS Challenge Papers. STACOM 2024. Lecture Notes in Computer Science. 15448: Springer, Cham; p. 257-268. 2025; > LA-CaRe-CNN: Cascading Refinement CNN for Left Atr... CARE Challenge Workshop at the International Conference on Medical Image Computing and Computer Assisted Intervention; OCT 10, 2024; Marrakesch, MAROKKO. 2024.; > Augmentation-based Domain Generalization and Joint... CARE Challenge Workshop at International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI); OCT 10, 2024; Marrakesch, MAROKKO. 2024.; > Implicit Is Not Enough: Explicitly Enforcing Anato... Bioengineering (Basel). 2024; 11(9):