Florian Mentzel
Dortmund, NW, Germany
Last Updated: 09/26/2026
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Found 8 publications
Application of Recursive Convolutional Layers to a 3D U-Net for Microbeam Radiotherapy dose prediction.
Journal: Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)
Published: November 12, 2025
Point cloud dosimetry framework for preclinical microbeam radiation therapy.
Journal: Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)
Published: May 27, 2025
Comparison of Deep Learning Models for fast and accurate dose map prediction in Microbeam Radiation Therapy.
Journal: Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)
Published: July 05, 2024
k-strip: A novel segmentation algorithm in k-space for the application of skull stripping.
Journal: Computer methods and programs in biomedicine
Published: July 26, 2023
Deep TL: progress of a machine learning aided personal dose monitoring system.
Journal: Radiation protection dosimetry
Published: May 24, 2023
Accurate and Fast Deep Learning Dose Prediction for a Preclinical Microbeam Radiation Therapy Study Using Low-Statistics Monte Carlo Simulations.
Journal: Cancers
Published: January 09, 2023
Enhancement of Proton Therapy Efficiency by Noble Metal Nanoparticles Is Driven by the Number and Chemical Activity of Surface Atoms.
Journal: Small (Weinheim an der Bergstrasse, Germany)
Published: October 20, 2021
No more glowing in the dark: how deep learning improves exposure date estimation in thermoluminescence dosimetry.
Journal: Journal of radiological protection : official journal of the Society for Radiological Protection
Published: May 30, 2021
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Last Updated: 09/26/2026