European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical OncologyHumansRetrospective StudiesWorkflowEsophagectomyRobotic Surgical Procedures
Surgical workflow analysis for Surgomics and context-aware assistance in robot-assisted minimally invasive esophagectomy (RAMIE): a retrospective, single-arm, multicenter annotation and machine learning study.
Johanna M Brandenburg, André Schulze, Alexander C Jenke, Nithya Bhasker, Noelle Bleser, Denise Junger, Antonia Stern, Dominik Rivoir, Hamid Naderi, Fleur Fritz-Kebede, Oliver Burgert, Lena Maier-Hein, Lars Mündermann, Sebastian Bodenstedt, Stefanie Speidel
Published: 202610.1016/j.ejso.2025.111174
Abstract
INTRODUCTION: Robot-assisted minimally invasive esophagectomy (RAMIE) is a complex procedure that may benefit from workflow analysis for context-aware assistance and surgical data science. This study aimed to model the RAMIE workflow, validate the ap…
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