Author

Florentin Bieder

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Preprint Sep 2026

4D Pencil Beam Treatment Plan with Conditional Weight Predictions

Objective. This work aims to accelerate our four-dimensional (4D) proton pencil beam delivery strategy, which incorporates respiratory motion into a dynamic treatment plan, to improve dose conformity and treatment efficiency for gantry-less and magnet-free scanner designs. Approach. To accelerate the generation and ada...

Nair N. von Muehlenen, Florentin Bieder, P. Cattin · 0 citations

#artificial intelligence Preprint Sep 2026

Field-of-View Extension in Dental Cone-Beam CT via Implicit Neural Representations and Diffusion Model-Based Refinement

A three-stage framework that consists of an implicit neural representation (INR) for estimating missing parts of the truncated projection data, an iterative reconstruction for generating a secondary volumetric image with improved anatomical consistency and a fast diffusion model for image enhancement is proposed.

Susanne Schaub, Florentin Bieder, Matheus L. Oliveira et al. · 0 citations

Preprint Jul 2026

Multimodal Assessment of Pancreatic Cancer Resectability Using Deep Learning

A fully automated multimodal deep learning framework that jointly analyzes 3D contrast enhanced CT and structured clinical information to classify patients into the three National Comprehensive Cancer Network resectability categories (upfront resectable, borderline resectable, locally advanced).

V. Ochs, C. Kuemmerli, Florentin Bieder et al. · 0 citations