Surgical data science - from concepts toward clinical translation.

ABSTRACT: Recent developments in data science in general and machine learning in particular have transformed the way experts envision the future of surgery. Surgical Data Science (SDS) is a new research field that aims to improve the quality of interventional healthcare through the capture, organization, analysis and modeling of data. While an increasing number of data-driven approaches and clinical applications have been studied in the fields of radiological and clinical data science, translational success stories are still lacking in surgery. In this publication, we shed light on the underlying reasons and provide a roadmap for future advances in the field. Based on an international workshop involving leading researchers in the field of SDS, we review current practice, key achievements and initiat

SUBMITTER: Maier-Hein L 

PROVIDER: S-EPMC9135051 | biostudies-literature | 2022 Feb

REPOSITORIES: biostudies-literature