Medizinische Universität Graz Austria/Österreich - Forschungsportal - Medical University of Graz

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SHR Neuro Krebs Kardio Stoffw Microb Lipid

Verbessertes Active Learning zur Bildsegmentierung mittels Foundation Modellen

Projektleitung:: Urschler Martin

Laufzeit:: 01.08.2024-31.07.2027

Programm:: FWF Einzelprojekt

Art der Forschung: Grundlagenforschung

Mitarbeiter*innen: Urschler, Martin, Projektleiter*in

Beteiligte MUG-Organisationseinheiten: Institut für Medizinische Informatik, Statistik und Dokumentation

Gefördert durch: FWF, Fonds zur Förderung der Wissenschaftlichen Forschung, Wien, Österreich

Publizierte Projektergebnisse: > 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... 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; > 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... CARE Challenge Workshop at the International Conference on Medical Image Computing and Computer Assisted Intervention; OCT 10, 2024; Marrakesch, MAROKKO. 2024.; > Implicit Is Not Enough: Explicitly Enforcing Anato... Bioengineering (Basel). 2024; 11(9):; > 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.