Experimental comparison of linear regression and LSTM motion prediction models for MLC-tracking on an MRI-linac

Elia Lombardo, Paul Z. Y. Liu, David E. J. Waddington, James Grover, Brendan Whelan, Esther Wong, Michael Reiner, Stefanie Corradini, Claus Belka, Marco Riboldi, Christopher Kurz, Guillaume Landry, Paul J. Keall
January 2023
Cite DOI
Type
Journal article
Publication
Medical Physics
Linear Regression Long Short-Term Memory MLC-Tracking Motion Prediction MRI-Linac Respiratory Motion
Elia Lombardo
Elia Lombardo
Doctoral Student

My PhD project is on motion management and artificial intelligence in 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.