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 …
Surgical phase and instrument recognition: how to identify appropriate dataset splits
Purpose Machine learning approaches can only be reliably evaluated if training, validation,
and test data splits are representative and not affected by the absence of classes. Surgical …
and test data splits are representative and not affected by the absence of classes. Surgical …
[HTML][HTML] Automatic generation of operation notes in endoscopic pituitary surgery videos using workflow recognition
Operation notes are a crucial component of patient care. However, writing them manually is
prone to human error, particularly in high pressured clinical environments. Automatic …
prone to human error, particularly in high pressured clinical environments. Automatic …
Attention in Surgical Phase Recognition for Endoscopic Pituitary Surgery: Insights from Real-World Data
A Gonzalez Cebrian, S Bordonaba, J Pascau… - Available at SSRN … - papers.ssrn.com
The usefulness of support systems in the improvement of surgical interventions is widely
acknowledged. The inclusion of Surgical Phase Recognition systems in future operating …
acknowledged. The inclusion of Surgical Phase Recognition systems in future operating …