A systematic literature review of predicting patient discharges using statistical methods and machine learning

M Pahlevani, M Taghavi, P Vanberkel - Health Care Management Science, 2024 - Springer
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 …

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 …

Multiplex detection and dynamics of IgG antibodies to SARS-CoV2 and the highly pathogenic human coronaviruses SARS-CoV and MERS-CoV

A Ayouba, G Thaurignac, D Morquin, E Tuaillon… - Journal of Clinical …, 2020 - Elsevier
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 …

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 …

Validation and generalizability of machine learning models for the prediction of discharge disposition following revision total knee arthroplasty

A Buddhiraju, TLW Chen, MA Subih, HH Seo… - The Journal of …, 2023 - Elsevier
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 …

Internal and external validation of the generalizability of machine learning algorithms in predicting non-home discharge disposition following primary total knee joint …

TLW Chen, A Buddhiraju, HH Seo, MA Subih… - The Journal of …, 2023 - Elsevier
Background Nonhome discharge disposition following primary total knee arthroplasty (TKA)
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

M Hamidi, Z Haddadin, M Zeeshan… - Journal of Trauma …, 2019 - journals.lww.com
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 …

PLAN and AM-PAC “6-Clicks” scores to predict discharge disposition after primary total hip and knee arthroplasty

MJ Hadad, MN Orr, AK Emara, AK Klika, JK Johnson… - JBJS, 2022 - journals.lww.com
Background: Determination of the appropriate post-discharge disposition after total hip
(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 …

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 …