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A systematic literature review of predicting patient discharges using statistical methods and machine learning
Discharge planning is integral to patient flow as delays can lead to hospital-wide
congestion. Because a structured discharge plan can reduce hospital length of stay while …
congestion. Because a structured discharge plan can reduce hospital length of stay while …
Current trends in discharge disposition and post-discharge care after total joint arthroplasty
TD Tarity, MM Swall - Current reviews in musculoskeletal medicine, 2017 - Springer
Abstract Purpose of Review The purpose of this manuscript is to review published literature
over the last 5 years to assess recent trends and influencing factors regarding discharge …
over the last 5 years to assess recent trends and influencing factors regarding discharge …
Multiplex detection and dynamics of IgG antibodies to SARS-CoV2 and the highly pathogenic human coronaviruses SARS-CoV and MERS-CoV
Background Knowledge of the COVID-19 epidemic extent and the level of herd immunity is
urgently needed to help manage this pandemic. Methods We used a panel of 167 samples …
urgently needed to help manage this pandemic. Methods We used a panel of 167 samples …
Modified frailty index is an effective risk assessment tool in primary total hip arthroplasty
JL Bellamy, RP Runner, CPCL Vu, ML Schenker… - The Journal of …, 2017 - Elsevier
Background Frailty is described as decreased physiological reserve and typically increasing
with age. Hospitals are being penalized for reoperations and readmissions, which can affect …
with age. Hospitals are being penalized for reoperations and readmissions, which can affect …
Validation and generalizability of machine learning models for the prediction of discharge disposition following revision total knee arthroplasty
Background Postoperative discharge to facilities account for over 33% of the $2.7 billion
revision total knee arthroplasty (TKA)-associated annual expenditures and are associated …
revision total knee arthroplasty (TKA)-associated annual expenditures and are associated …
Internal and external validation of the generalizability of machine learning algorithms in predicting non-home discharge disposition following primary total knee joint …
Background Nonhome discharge disposition following primary total knee arthroplasty (TKA)
is associated with a higher rate of complications and constitutes a socioeconomic burden on …
is associated with a higher rate of complications and constitutes a socioeconomic burden on …
Prospective evaluation and comparison of the predictive ability of different frailty scores to predict outcomes in geriatric trauma patients
BACKGROUND Different frailty scores have been proposed to measure frailty. No study has
compared their predictive ability to predict outcomes in trauma patients. The aim of our study …
compared their predictive ability to predict outcomes in trauma patients. The aim of our study …
PLAN and AM-PAC “6-Clicks” scores to predict discharge disposition after primary total hip and knee arthroplasty
Background: Determination of the appropriate post-discharge disposition after total hip
(THA) and knee (TKA) arthroplasty is a challenging multidisciplinary decision. Algorithms …
(THA) and knee (TKA) arthroplasty is a challenging multidisciplinary decision. Algorithms …
Bleeding and thromboembolism risk of standard antithrombotic prophylaxis after hip or knee replacement within an enhanced recovery program
JY Jenny, Y Bulaid, P Boisrenoult, N Bonin… - … & Traumatology: Surgery …, 2020 - Elsevier
Introduction Prevention of venous thromboembolism (VTE) generally consists of low
molecular weight heparin (LMWH) or direct oral anticoagulants (DOACs) after total hip …
molecular weight heparin (LMWH) or direct oral anticoagulants (DOACs) after total hip …
Who goes to inpatient rehabilitation or skilled nursing facilities unexpectedly following total knee arthroplasty?
AJ Rondon, TL Tan, MR Greenky, K Goswami… - The Journal of …, 2018 - Elsevier
Abstract Background Inpatient rehabilitation facilities (IRFs) and skilled nursing facilities
(SNFs) represent a significant portion of post-operative expenses of bundled payments for …
(SNFs) represent a significant portion of post-operative expenses of bundled payments for …