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An Ensemble Learning Approach to Improving Prediction of Case Duration for Spine Surgery: Algorithm Development and Validation
Rodney Allanigue Gabriel, Bhavya Harjai, Sierra Simpson, Austin Liu Du, Jeffrey Logan Tully, Olivier George, Ruth Waterman
JMIR Perioper Med. 2023; 6: e39650. Published online 2023 Jan 26. doi: 10.2196/39650
PMCID:
PMC9912154
Abstract Article PDF–944K

Is Cited by the Following 6 Articles in this Archive:

Artificial Intelligence in Operating Room Management
Valentina Bellini, Michele Russo, Tania Domenichetti, Matteo Panizzi, Simone Allai, Elena Giovanna Bignami
J Med Syst. 2024; 48(1): 19. Published online 2024 Feb 14. doi: 10.1007/s10916-024-02038-2
PMCID:
PMC10867065
Abstract Article PDF–1.6M
Development of an image-based Random Forest classifier for prediction of surgery duration of laparoscopic sigmoid resections
Florian Lippenberger, Sebastian Ziegelmayer, Maximilian Berlet, Hubertus Feussner, Marcus Makowski, Philipp-Alexander Neumann, Markus Graf, Georgios Kaissis, Dirk Wilhelm, Rickmer Braren, Stefan Reischl
Int J Colorectal Dis. 2024; 39(1): 21. Published online 2024 Jan 25. doi: 10.1007/s00384-024-04593-z
PMCID:
PMC10811180
Abstract Article PDF–1.2M
Prediction of Complications and Prognostication in Perioperative Medicine: A Systematic Review and PROBAST Assessment of Machine Learning Tools
Pietro Arina, Maciej R. Kaczorek, Daniel A. Hofmaenner, Walter Pisciotta, Patricia Refinetti, Mervyn Singer, Evangelos B. Mazomenos, John Whittle
Anesthesiology. 2024 Jan; 140(1): 85–101. Published online 2023 Nov 9. doi: 10.1097/ALN.0000000000004764
PMCID:
PMC11146190
Abstract Article PDF–811K
Machine learning models to predict surgical case duration compared to current industry standards: scoping review
Christopher Spence, Owais A Shah, Anna Cebula, Keith Tucker, David Sochart, Deiary Kader, Vipin Asopa
BJS Open. 2023 Dec; 7(6): zrad113. Published online 2023 Nov 3. doi: 10.1093/bjsopen/zrad113
PMCID:
PMC10630142
Abstract Article PDF–264K
Machine learning-based prediction of hospital prolonged length of stay admission at emergency department: a Gradient Boosting algorithm analysis
Addisu Jember Zeleke, Pierpaolo Palumbo, Paolo Tubertini, Rossella Miglio, Lorenzo Chiari
Front Artif Intell. 2023; 6: 1179226. Published online 2023 Jul 28. doi: 10.3389/frai.2023.1179226
PMCID:
PMC10426288
Abstract Article PDF–2.9M
Daring discourse: artificial intelligence in pain medicine, opportunities and challenges
Meredith C B Adams, Ariana M Nelson, Samer Narouze
Reg Anesth Pain Med. Author manuscript; available in PMC 2024 Sep 1.
Published in final edited form as: Reg Anesth Pain Med. 2023 Sep; 48(9): 439–442. Published online 2023 May 11. doi: 10.1136/rapm-2023-104526
PMCID:
PMC10525018
Abstract Article PDF–377K