Lessons learned from the comprehensive care for joint replacement model at an academic tertiary center: the good, the bad, and the ugly
DQ Chen, HK Parvataneni, EN Miley, JT Deen… - The Journal of …, 2023 - Elsevier
Background Our institution participated in the Comprehensive Care for Joint Replacement
(CJR) model from 2016 to 2020. Here we review lessons learned from a total joint …
(CJR) model from 2016 to 2020. Here we review lessons learned from a total joint …
Readmission, complication, and disposition calculators in total joint arthroplasty: a systemic review
CM Howie, SC Mears, CL Barnes… - The Journal of …, 2021 - Elsevier
Background Predictive tools are useful adjuncts in surgical planning. They help guide
patient selection, candidacy for inpatient vs outpatient surgery, and discharge disposition as …
patient selection, candidacy for inpatient vs outpatient surgery, and discharge disposition as …
Performance of artificial intelligence-based algorithms to predict prolonged length of stay after lumbar decompression surgery
Background: Decompression of the lumbar spine is one of the most common procedures
performed in spine surgery. Hospital length of stay (LOS) is a clinically relevant metric used …
performed in spine surgery. Hospital length of stay (LOS) is a clinically relevant metric used …
Artificial intelligence-based analysis of associations between learning curve and clinical outcomes in endoscopic and microsurgical lumbar decompression surgery
Purpose A common spine surgery procedure involves decompression of the lumbar spine.
The impact of the surgeon's learning curve on relevant clinical outcomes is currently not well …
The impact of the surgeon's learning curve on relevant clinical outcomes is currently not well …
The risk assessment and prediction tool (RAPT) score predicts discharge destination, length of stay, and postoperative mobility after total joint arthroplasty
Background Predicting an arthroplasty patient's discharge disposition, length of stay (LOS),
and physical function is helpful because it allows for preoperative patient optimization …
and physical function is helpful because it allows for preoperative patient optimization …
Machine learning prediction of length of stay in adult spinal deformity patients undergoing posterior spine fusion surgery
(1) Background: Length of stay (LOS) is a commonly reported metric used to assess surgical
success, patient outcomes, and economic impact. The focus of this study is to use a variety …
success, patient outcomes, and economic impact. The focus of this study is to use a variety …
[HTML][HTML] An electronic medical record–based discharge disposition tool gets bundle busted: decaying relevance of clinical data accuracy in machine learning
AS Greenstein, J Teitel, DJ Mitten, BF Ricciardi… - Arthroplasty Today, 2020 - Elsevier
Background Determining discharge disposition after total joint arthroplasty (TJA) has been a
challenge. Advances in machine learning (ML) have produced computer models that learn …
challenge. Advances in machine learning (ML) have produced computer models that learn …
The risk assessment and prediction tool accurately predicts discharge destination after revision hip and knee arthroplasty
FF Dibra, HK Parvataneni, CF Gray… - The Journal of …, 2020 - Elsevier
Abstract Background The Risk Assessment and Prediction Tool (RAPT) was developed and
validated to predict discharge disposition after primary total hip and knee arthroplasty …
validated to predict discharge disposition after primary total hip and knee arthroplasty …
[HTML][HTML] Predictive value of the risk assessment and prediction tool (RAPT) score for primary hip and knee arthroplasty patients: a single-center study
AA Alshahwani, M Dungey, C Lillie, S Krikler… - Cureus, 2021 - ncbi.nlm.nih.gov
Abstract The Risk Assessment and Prediction Tool (RAPT) was developed to predict patient
discharge destination for arthroplasty operations. However, since Enhanced Recovery After …
discharge destination for arthroplasty operations. However, since Enhanced Recovery After …
Validation of a predictive tool for discharge to rehabilitation or a skilled nursing facility after TJA
Background: Cost excess in bundled payment models for total joint arthroplasty (TJA) is
driven by discharge to rehabilitation or a skilled nursing facility (SNF). A recently published …
driven by discharge to rehabilitation or a skilled nursing facility (SNF). A recently published …