Research

1. 
   Multi-model study of fast VMAT segment dose calculation with deep learning

   Fan Xiao, et al.

   Phys. Med. Biol. 2026

   DOI PDF Code
2. 
   DoseRAD2026 Challenge dataset: AI accelerated photon and proton dose calculation for radiotherapy

   Fan Xiao, et al.

   MICCAI Challenge 2026

   DOI PDF Code BibTeX
3. 
   Deep Learning-Based Synthetic-CT-Free Photon Dose Calculation in MR-Guided Radiotherapy

   Fan Xiao, et al.

   Medical Physics 2025

   DOI PDF BibTeX
4. 
   Prompt Gamma Emission Prediction Using an LSTM Network

   Fan Xiao, et al.

   Phys. Med. Biol. 2024

   DOI PDF BibTeX
5. 
   Proton Dose Calculation with LSTM Networks in Presence of a Magnetic Field

   Domagoj Radonic, Fan Xiao, et al. (equal contribution)

   Phys. Med. Biol. 2024

   DOI PDF BibTeX

News

• Apr 2026 Published VMAT dose calculation comparison paper in Physics in Medicine & Biology
• Apr 2026 Published DoseRAD2026 dataset paper in arXiv
• Nov 2025 Published synthetic-CT-free dose calculation paper in Medical Physics
• Dec 2024 Published prompt gamma prediction paper in Physics in Medicine & Biology
• Sep 2023 Started PhD position at LMU Munich

Selected Talks

• 2025 AAPM Annual Meeting (Oral Presentation) — Washington, D.C. Slides
• 2024 European Congress of Medical Physics (Oral Presentation) — Munich Slides
• 2024 International Conference on Computational Radiotherapy (Oral Presentation) — Lyon Slides

Academic Service

• Reviewer Medical Physics, Physics in Medicine & Biology, PhiRO

Awards

• 2022 Chinese National Scholarship