Practical Guide to Image-Based Big Data Research

Ce dossier présente un ensemble de guides pratiques concernant l'intelligence artificielle et les sources de données massives dans la recherche en chirurgie

Résumé en anglais

Imaging is a cornerstone of modern surgical care. Computed tomography (CT) allows us to quickly diagnose a ruptured aortic aneurysm, 4K high-definition laparoscopes enable laparoscopic and robotic surgeries, and digital histopathology slide scanners produce high-resolution images enabling analysis of surgical specimens. With the advancement of machine-learning algorithms that can analyze and generate imaging data, the field of surgery is poised to be revolutionized. In this article, we explore the types of surgical research questions that can be addressed using imaging data and key considerations for working with these data.