Deep learning‐based assessment of body composition and liver tumour burden for survival modelling in advanced colorectal cancer

• Main Authors: Julius Keyl (Author), René Hosch (Author), Aaron Berger (Author), Oliver Ester (Author), Tobias Greiner (Author), Simon Bogner (Author), Jürgen Treckmann (Author), Saskia Ting (Author), Brigitte Schumacher (Author), David Albers (Author), Peter Markus (Author), Marcel Wiesweg (Author), Michael Forsting (Author), Felix Nensa (Author), Martin Schuler (Author), Stefan Kasper (Author), Jens Kleesiek (Author)
• Format: Book
• Published: Wiley, 2023-02-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background Personalized therapy planning remains a significant challenge in advanced colorectal cancer care, despite extensive research on prognostic and predictive markers. A strong correlation of sarcopenia or overall body composition and survival has been described. Here, we explore whet...