Improving operating room efficiency: machine learning approach to predict case-time duration

MA Bartek, RC Saxena, S Solomon, CT Fong… - Journal of the American …, 2019 - Elsevier
Background Accurate estimation of operative case-time duration is critical for optimizing
operating room use. Current estimates are inaccurate and earlier models include data not …

Assessment of operative times of multiple surgical specialties in a public university hospital

AS Costa Jr - Einstein (Sao Paulo), 2017 - SciELO Brasil
Objective To evaluate the indicators duration of anesthesia, operative time and time patients
stay in the operating rooms of different surgical specialties at a public university hospital …

Operating room usage time estimation with machine learning models

J Chu, CH Hsieh, YN Shih, CC Wu, A Singaravelan… - Healthcare, 2022 - mdpi.com
Effectively handling the limited number of surgery operating rooms equipped with expensive
equipment is a challenging task for hospital management such as reducing the case-time …

Effect of the implementation of a new electronic health record system on surgical case turnover time

J McDowell, A Wu, JM Ehrenfeld, RD Urman - Journal of medical systems, 2017 - Springer
Many health care providers, hospitals, and hospital systems have adopted new electronic
health records (EHR) to streamline patient care and comply with government mandates …

Perioperative information systems: opportunities to improve delivery of care and clinical outcomes in cardiac and vascular surgery

RE Freundlich, JM Ehrenfeld - Journal of cardiothoracic and vascular …, 2018 - Elsevier
A variety of existing perioperative informatics tools offer clinicians and researchers the
opportunity to improve the delivery of care and clinical outcomes for patients undergoing …

Use of historical surgical times to predict duration of primary total knee arthroplasty

A Wu, CC Huang, MJ Weaver, RD Urman - The Journal of Arthroplasty, 2016 - Elsevier
Background Primary total knee arthroplasty (TKA) is one of the most commonly performed
procedures at US hospitals. Surgeons are typically asked to estimate surgical control time …

Benchmarking of anesthesia and surgical control times by Current Procedural Terminology (CPT®) codes

CG Simmons, NJ Alvey, AM Kaizer… - Journal of Medical …, 2022 - Springer
Over half of hospital revenue results from perioperative patient care, thus emphasizing the
importance of efficient resource utilization within a hospital's suite of operating rooms (ORs) …

Retrospective Analysis of Associated Costs and Sources of Variability in OR Utilization Across Weekdays

C Elliott‐Dawe, J Chen, CH Stucky… - AORN journal, 2024 - Wiley Online Library
Few studies have examined variability in OR utilization across weekdays. We conducted a
retrospective analysis to determine OR utilization differences by day of the week and the …

Should we abandon the patient-specific instrumentation ship in total knee arthroplasty? Not quite yet!

L Török, P Jávor, P Hartmann, L Bánki… - BMC Musculoskeletal …, 2021 - Springer
Patient-specific Instrumentation (PSI) is an innovative technique aiding the precise
implementation of the preoperative plan during total knee arthroplasty (TKA) by using patient …

Analysis to establish differences in efficiency metrics between operating room and non-operating room anesthesia cases

A Wu, JA Sanford, MH Tsai, SE O'Donnell… - Journal of Medical …, 2017 - Springer
While a number of studies have examined efficiency metrics in the operating rooms (ORs),
there are few studies addressing non-operating room anesthesia (NORA) metrics. The …