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Author

Muhammed Emin Bedi̇r

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Open access Oct 2026

Zero-Shot Cross-Modality Dose Prediction in Particle Therapy via Physics-Informed Ensembles

Purpose: Deep learning can accelerate radiotherapy dose prediction, but particle-therapy datasets remain scarce. We evaluated whether a physics-informed ensemble trained exclusively on photon plans could predict proton and carbon-ion dose distributions without particle-dose training.Methods: Using matRad, 90 reference...

Muhammed Emin Bedi̇r · 0 citations
Open access Aug 2026

THE EVOLUTION OF FLASH RADIOTHERAPY: INSIGHTS FROM A COMPREHENSIVE BIBLIOMETRIC ANALYSIS

Introduction: To perform a comprehensive bibliometric analysis of FLASH Radiotherapy (FLASH RT) research to map its intellectual landscape, identify key trends, and delineate the collaborative structures driving its evolution as a promising field in oncology. Methods: A systematic search of the Web of Science Core Coll...

Muhammed Emin Bedi̇r, F. Tuğrul · 0 citations

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