PitRSDNet: Predicting Intra-operative Remaining Surgery Duration in Endoscopic Pituitary Surgery

Accurate intra-operative Remaining Surgery Duration (RSD) predictions allow for anaesthetists to more accurately decide when to administer anaesthetic agents and drugs, as well as to notify hospital staff to send in the next patient. Therefore RSD plays an important role in improving patient care an...

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Veröffentlicht in:	arXiv.org 2024-11
Hauptverfasser:	Wijekoon, Anjana, Das, Adrito, Herrera, Roxana R, Khan, Danyal Z, Hanrahan, John, Carter, Eleanor, Luoma, Valpuri, Stoyanov, Danail, Marcus, Hani J, Bano, Sophia
Format:	Artikel
Sprache:	eng
Schlagworte:	Endoscopy Machine learning Neural networks Outliers (statistics) Predictions Statistical methods Surgery Task scheduling Workflow
Online-Zugang:	Volltext
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