AIMC Topic: Hospital Costs

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Predicting hospitalization costs for pulmonary tuberculosis patients based on machine learning.

BMC infectious diseases Aug 28, 2024
BACKGROUND: Pulmonary tuberculosis (PTB) is a prevalent chronic disease associated with a significant economic burden on patients. Using machine learning to predict hospitalization costs can allocate medical resources effectively and optimize the cos...
Machine Learning Female Hospitalization Aged Humans Middle Aged Length of Stay Tuberculosis, Pulmonary Hospital Costs Young Adult Adult Male
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Machine learning prediction of hospitalization costs for coronary artery bypass grafting operations.

Surgery May 16, 2024
BACKGROUND: With the steady rise in health care expenditures, the examination of factors that may influence the costs of care has garnered much attention. Although machine learning models have previously been applied in health economics, their applic...
Coronary Artery Bypass Hospital Costs Female Hospitalization Aged Humans Machine Learning Length of Stay Male United States Databases, Factual Middle Aged
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Surgical Complications and Hospital Costs in Robot-Assisted Versus Conventional Laparoscopic Hysterectomy With Concurrent Sacrocolpopexy: Analysis of the Nationwide Readmissions Database.

Female pelvic medicine & reconstructive surgery Feb 1, 2022
OBJECTIVES: Despite increasing use of robotic technology for minimally invasive hysterectomy with sacrocolpopexy, evidence supporting the benefits of these costly procedures remains inconclusive. This study aimed to compare differences in perioperati...
Postoperative Complications Hospitals Robotics Laparoscopy Humans Retrospective Studies Female Hospital Costs Robotic Surgical Procedures Patient Readmission Hysterectomy
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Mandate to evaluate robotic surgery implementation: a 12-year retrospective analysis of impact and future implications.

Journal of robotic surgery Nov 6, 2021
The introduction of robotic surgery in hospitals has raised much debate given the various effects on care, costs, education and medical advancement. Purchasing discussions are often approached with more questions than answers and there is a need for ...
Robotics Robotic Surgical Procedures Genital Neoplasms, Female Hospital Costs Humans Retrospective Studies Female
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Robot-assisted pancreatoduodenectomy with the da Vinci Xi: can the costs of advanced technology be offset by clinical advantages? A case-matched cost analysis versus open approach.

Surgical endoscopy Oct 27, 2021
BACKGROUND: Robot-assisted pancreatoduodenectomy (RPD) has shown some advantages over open pancreatoduodenectomy (OPD) but few studies have reported a cost analysis between the two techniques. We conducted a structured cost-analysis comparing pancrea...
Humans Retrospective Studies Postoperative Complications Pancreaticoduodenectomy Hospital Costs Robotics Robotic Surgical Procedures
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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 Shoulder Injuries Patient Discharge Osteoarthritis Hospital Costs Humans Databases, Factual Aged, 80 and over Neural Networks, Computer ROC Curve Female Reproducibility of Results Postoperative Complications Male Machine Learning Models, Statistical Aged Middle Aged Length of Stay Forecasting
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A combined modelling of fuzzy logic and Time-Driven Activity-based Costing (TDABC) for hospital services costing under uncertainty.

Journal of biomedical informatics Nov 23, 2018
Hospital traditional cost accounting systems have inherent limitations that restrict their usefulness for measuring the exact cost of healthcare services. In this regard, new approaches such as Time Driven-Activity based Costing (TDABC) provide appro...
Hospitals Hospital Costs Fuzzy Logic Uncertainty
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Robot-assisted surgery in a broader healthcare perspective: a difference-in-difference-based cost analysis of a national prostatectomy cohort.

BMJ open Jul 21, 2017
OBJECTIVE: To estimate costs attributable to robot-assisted laparoscopic prostatectomy (RALP) as compared with open prostatectomy (OP) and laparoscopic prostatectomies (LP) in a National Health Service perspective.
Prostatectomy Hospital Costs Laparoscopy Health Services Aged Costs and Cost Analysis Male Health Care Costs Denmark Middle Aged Humans Cohort Studies Robotics Delivery of Health Care Prostatic Neoplasms Hospitalization
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A framework for parameter estimation and model selection in kernel deep stacking networks.

Artificial intelligence in medicine May 30, 2016
BACKGROUND AND OBJECTIVES: Kernel deep stacking networks (KDSNs) are a novel method for supervised learning in biomedical research. Belonging to the class of deep learning techniques, KDSNs are based on artificial neural network architectures that in...
Algorithms Diabetes Mellitus Coronary Artery Disease Hospital Costs Humans Neural Networks, Computer Machine Learning
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"Tele-rounding" with a remotely controlled mobile robot in the neonatal intensive care unit.

Journal of telemedicine and telecare Jun 26, 2015
OBJECTIVE: To investigate the feasibility of 'tele-rounding' in the neonatal intensive care.
Length of Stay Infant, Newborn Robotics Male Feasibility Studies Intensive Care Units, Neonatal Humans Case-Control Studies Intensive Care, Neonatal Remote Consultation Prospective Studies Hospital Costs Female
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