Video-based performance analysis in pituitary surgery—Part 1: Surgical outcomes
Background Endoscopic pituitary adenoma surgery has a steep learning curve, with varying
surgical techniques and outcomes across centers. In other surgeries, superior performance …
surgical techniques and outcomes across centers. In other surgeries, superior performance …
Pitvis-2023 challenge: Workflow recognition in videos of endoscopic pituitary surgery
The field of computer vision applied to videos of minimally invasive surgery is ever-growing.
Workflow recognition pertains to the automated recognition of various aspects of a surgery …
Workflow recognition pertains to the automated recognition of various aspects of a surgery …
Video-based performance analysis in pituitary surgery-part 2: Artificial intelligence assisted surgical coaching
Background Superior surgical skill improves surgical outcomes in endoscopic pituitary
adenoma surgery. Video-based coaching programs, pioneered in professional sports, have …
adenoma surgery. Video-based coaching programs, pioneered in professional sports, have …
Artificial intelligence assisted operative anatomy recognition in endoscopic pituitary surgery
Pituitary tumours are surrounded by critical neurovascular structures and identification of
these intra-operatively can be challenging. We have previously developed an AI model …
these intra-operatively can be challenging. We have previously developed an AI model …
Automated surgical skill assessment in endoscopic pituitary surgery using real‐time instrument tracking on a high‐fidelity bench‐top phantom
Improved surgical skill is generally associated with improved patient outcomes, although
assessment is subjective, labour intensive, and requires domain‐specific expertise …
assessment is subjective, labour intensive, and requires domain‐specific expertise …
PitRSDNet: Predicting intra‐operative remaining surgery duration in endoscopic pituitary surgery
A Wijekoon, A Das, RR Herrera… - Healthcare …, 2024 - Wiley Online Library
Abstract Accurate intra‐operative Remaining Surgery Duration (RSD) predictions allow for
anaesthetists to more accurately decide when to administer anaesthetic agents and drugs …
anaesthetists to more accurately decide when to administer anaesthetic agents and drugs …