8 citations · 15 across the 5 of their papers we have counts for
5 papers
Conformal forecasting for surgical instrument trajectory
Sara Sangalli, Gary Sarwin, Ertunc Erdil +4
Forecasting surgical instrument trajectories and predicting the next surgical action recently started to attract attention from the research community. Both these tasks are crucial…
Anatomy Might Be All You Need: Forecasting What to Do During Surgery
Gary Sarwin, Alessandro Carretta, Victor Staartjes +5
Surgical guidance can be delivered in various ways. In neurosurgery, spatial guidance and orientation are predominantly achieved through neuronavigation systems that reference pre-…
Vision-Based Neurosurgical Guidance: Unsupervised Localization and Camera-Pose Prediction
Gary Sarwin, Alessandro Carretta, Victor Staartjes +5
Localizing oneself during endoscopic procedures can be problematic due to the lack of distinguishable textures and landmarks, as well as difficulties due to the endoscopic device s…
Live image-based neurosurgical guidance and roadmap generation using unsupervised embedding
Gary Sarwin, Alessandro Carretta, Victor Staartjes +5
Advanced minimally invasive neurosurgery navigation relies mainly on Magnetic Resonance Imaging (MRI) guidance. MRI guidance, however, only provides pre-operative information in th…
Machine learning-based clinical prediction modeling -- A practical guide for clinicians
Julius M. Kernbach, Victor E. Staartjes
In the emerging era of big data, larger available clinical datasets and computational advances have sparked a massive interest in machine learning-based approaches. The number of m…