Evaluation of real-time tumor contour prediction using LSTM networks for MR-guided radiotherapy

Elia Lombardo, Moritz Rabe, Yuqing Xiong, Lukas Nierer, Davide Cusumano, Lorenzo Placidi, Luca Boldrini, Stefanie Corradini, Maximilian Niyazi, Michael Reiner, Claus Belka, Christopher Kurz, Marco Riboldi, Guillaume Landry
January 2023
Cite DOI
Type
Journal article
Publication
Radiotherapy and Oncology
Artificial Intelligence Long Short-Term Memory Networks Time Series Prediction Respiratory Motion MR-Linac MLC-Tracking
Elia Lombardo
Elia Lombardo
Former Doctoral Student

Elia completed his PhD thesis at the LMU ART Lab from 2020 to 2025

Moritz Rabe
Moritz Rabe
Post Doctoral Researcher

My research interests include motion modelling and MRgRT.

Yuqing Xiong
Yuqing Xiong
Doctoral Student

My PhD project is on AI and dose accumulation for MRgRT.

Christopher Kurz
Christopher Kurz
Group Leader in MR Guided Radiation Therapy

My research interests include MRgRT and CBCT imaging.

Guillaume Landry
Guillaume Landry
Professor of Image Guided Radiation Therapy

My research interests include image guidance and artificial intelligence.