Journal of robotic surgeryHumansRobotic Surgical ProceduresMachine LearningRetrospective StudiesMagnetic Resonance Imaging
Developing and external validating a prediction model using machine learning and logistic regression: informing the surgical approach for robotic surgery based on preoperative MRI.
Yongjun Jiang, Shantanu Baral, Youquan Shi, Youlei Zhang, Peng Fan, Xianhu Zhang, Yong Huang, Yulong Wang, Huaguo Zhang, Daorong Wang
Published: 202510.1007/s11701-025-03015-8
Abstract
BACKGROUND: Preoperative prediction of surgical difficulty in robotic-assisted total mesorectal excision for rectal cancer remains challenging. While pelvic anatomical parameters measured by MRI have been associated with surgical complexity in laparo…
Preview only. Read the full abstract at the source