Ruth S. Waterman
0000-0002-7825-3142
Publication & Citation Trends
Most Cited Works
Publications
56 total
Forecasting Surgical Bed Utilization: Architectural Design of a Machine Learning Pipeline Incorporating Predicted Length of Stay and Surgical Volume
Cited by 4
Semantic Scholar
Classification of Surgical Patients Needing Preoperative Cardiac Evaluations: A Comparison of General-Purpose and Domain-Specific Large Language Models.
Cited by 1
Semantic Scholar
Association of amisulpride and recovery room length of stay among patients with postoperative nausea and vomiting following outpatient surgery.
Cited by 2
Semantic Scholar
On the development and validation of large language model-based classifiers for identifying social determinants of health OA
Cited by 14
Semantic Scholar
Development and benchmarking of machine learning models to classify patients suitable for outpatient lower extremity joint arthroplasty.
Cited by 8
Semantic Scholar
A Retrospective Analysis Investigating Whether Case Volume Experience of the Anesthesiologist Correlates with Intraoperative Efficiency for Joint Arthroplasty OA
Cited by 1
Semantic Scholar
Machine Learning Prediction Models to Reduce Length of Stay at Ambulatory Surgery Centers Through Case Resequencing OA
Cited by 22
Semantic Scholar
Research Topics
Cardiac, Anesthesia and Surgical Outcomes
(21)
Hemodynamic Monitoring and Therapy
(9)
Mesenchymal stem cell research
(6)
Anesthesia and Pain Management
(6)
Anesthesia and Sedative Agents
(5)
Frequent Co-Authors
Affiliations
Tulane University
University of San Diego
Ochsner Medical Center
UC San Diego Health System
University Medical Center