AIMC Topic: Hospital Charges

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Prediction of primary admission total charges following cervical disc arthroplasty utilizing machine learning.

The spine journal : official journal of the North American Spine Society Sep 26, 2024
BACKGROUND CONTEXT: Cervical disc arthroplasty (CDA) has become an increasingly popular alternative to anterior cervical discectomy and fusion, offering benefits such as motion preservation and reduced risk of adjacent segment disease. Despite its ad...
Male Middle Aged United States Female Adult Arthroplasty Hospital Charges Total Disc Replacement Cervical Vertebrae Diskectomy Machine Learning Retrospective Studies Humans
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The value of artificial neural networks for predicting length of stay, discharge disposition, and inpatient costs after anatomic and reverse shoulder arthroplasty.

Journal of shoulder and elbow surgery Jun 9, 2020
HYPOTHESIS/PURPOSE: The objective is to develop and validate an artificial intelligence model, specifically an artificial neural network (ANN), to predict length of stay (LOS), discharge disposition, and inpatient charges for primary anatomic total (...
Hospital Charges Arthroplasty, Replacement, Shoulder Hemiarthroplasty Osteoarthritis Hospital Costs Shoulder Injuries Postoperative Complications Length of Stay Models, Statistical Patient Discharge ROC Curve Male Middle Aged Aged Aged, 80 and over Machine Learning Forecasting Female Reproducibility of Results Databases, Factual Humans Neural Networks, Computer
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Importance of coding co-morbidities for APR-DRG assignment: Focus on cardiovascular and respiratory diseases.

Health information management : journal of the Health Information Management Association of Australia May 1, 2019
BACKGROUND: The All Patient-Refined Diagnosis-Related Groups (APR-DRGs) system has adjusted the basic DRG structure by incorporating four severity of illness (SOI) levels, which are used for determining hospital payment. A comprehensive report of all...
Severity of Illness Index Support Vector Machine Data Accuracy Respiratory Tract Diseases Quality Control Cardiovascular Diseases Comorbidity Humans Sensitivity and Specificity Female Male Hospital Charges Portugal Diagnosis-Related Groups
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Laparoscopic and robot-assisted hysterectomy for uterine cancer: a comparison of costs and complications.

American journal of obstetrics and gynecology Jul 15, 2015
OBJECTIVE: Increasingly, robotic surgery is being used for total hysterectomy, bilateral salpingo-oophorectomy, and lymph node dissection for uterine cancer. The purpose of this study was to compare the costs and complications among women undergoing ...
Robotics Laparoscopy Logistic Models Adult Lymph Node Excision Middle Aged Hospital Charges Comorbidity Length of Stay Uterine Neoplasms Postoperative Complications Hysterectomy Aged Humans Aged, 80 and over Female
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The Cost of Robot-assisted Total Hip Arthroplasty: Comparing Safety and Hospital Charges to Conventional Total Hip Arthroplasty.

The Journal of the American Academy of Orthopaedic Surgeons Jul 15, 2021
INTRODUCTION: Utilization of robotic assistance is increasing for total hip arthroplasty (THA). However, few studies have directly examined the efficacy of this technique at reducing complications. This research aims to compare the rates of periopera...
Retrospective Studies Risk Factors Postoperative Complications Humans Arthroplasty, Replacement, Hip Hospital Charges Treatment Outcome Robotics Hospitals Length of Stay
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