AIMC Topic: Health Care Costs

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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.
Humans Delivery of Health Care Male Middle Aged Hospitalization Aged Prostatic Neoplasms Laparoscopy Health Services Hospital Costs Cohort Studies Denmark Costs and Cost Analysis Robotics Health Care Costs Prostatectomy
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Robot Assisted Training for the Upper Limb after Stroke (RATULS): study protocol for a randomised controlled trial.

Trials Jul 20, 2017
BACKGROUND: Loss of arm function is a common and distressing consequence of stroke. We describe the protocol for a pragmatic, multicentre randomised controlled trial to determine whether robot-assisted training improves upper limb function following ...
Clinical Protocols Health Care Costs Upper Extremity Stroke Rehabilitation Stroke Exercise Therapy Cost-Benefit Analysis United Kingdom State Medicine Models, Economic Quality-Adjusted Life Years Recovery of Function Robotics Disability Evaluation Quality of Life Research Design Time Factors Biomechanical Phenomena Treatment Outcome Humans
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Update: healthcare reform - it's getting personal.

Personalized medicine Jun 22, 2017
Health Care Reform Healthcare Disparities Electronic Health Records Health Records, Personal Humans Pharmacogenetics Delivery of Health Care Health Care Costs United States Precision Medicine
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A medical cost estimation with fuzzy neural network of acute hepatitis patients in emergency room.

Computer methods and programs in biomedicine Jun 25, 2015
Taiwan is an area where chronic hepatitis is endemic. Liver cancer is so common that it has been ranked first among cancer mortality rates since the early 1980s in Taiwan. Besides, liver cirrhosis and chronic liver diseases are the sixth or seventh i...
Hepatitis, Viral, Human Emergency Service, Hospital Acute Disease Models, Theoretical Health Care Costs Humans Fuzzy Logic Taiwan
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Comparison of methods for tuning machine learning model hyper-parameters: with application to predicting high-need high-cost health care users.

BMC medical research methodology May 15, 2025
BACKGROUND: Supervised machine learning is increasingly being used to estimate clinical predictive models. Several supervised machine learning models involve hyper-parameters, whose values must be judiciously specified to ensure adequate predictive p...
Machine Learning Algorithms Bayes Theorem Humans Health Services Needs and Demand Monte Carlo Method Health Care Costs
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Improving Healthcare Cost, Quality, and Access Through Artificial Intelligence and Machine Learning Applications.

Journal of healthcare management / American College of Healthcare Executives May 13, 2025
Since the early 1970s, technology has increasingly become integrated into the healthcare field. Today, artificial intelligence (AI) and machine learning (ML, a set of learning techniques used by AI) have the capacity to revolutionize the delivery of ...
Humans Artificial Intelligence Health Care Costs Machine Learning Delivery of Health Care Technology
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Predicting high-need high-cost pediatric hospitalized patients in China based on machine learning methods.

Scientific reports May 8, 2025
Rapidly increasing healthcare spending globally is significantly driven by high-need, high-cost (HNHC) patients, who account for the top 5% of annual healthcare costs but over half of total expenditures. The programs targeting existing HNHC patients ...
Male Infant China Female Infant, Newborn Hospitalization ROC Curve Bayes Theorem Health Care Costs Machine Learning Adolescent Retrospective Studies Child, Preschool Humans Child
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Artificial intelligence in healthcare: A call for strategic implementation to maximize impact and minimize costs.

The Medical journal of Malaysia May 1, 2025
Artificial Intelligence (AI) is transforming healthcare by improving diagnostics, decision-making, and patient outcomes. This commentary emphasizes the need for strategic AI implementation to maximize benefits while minimizing costs. Although AI can ...
Humans Artificial Intelligence Delivery of Health Care Health Care Costs
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The Impact of Artificial Intelligence in Reducing the Cost of Dementia: A Scoping Review.

Studies in health technology and informatics Apr 8, 2025
INTRODUCTION: Dementia is a major cause of disability among the elderly, imposing significant financial burdens on healthcare systems. Traditional care approaches contribute to rising costs, especially in high-income countries. Artificial intelligenc...
Humans Artificial Intelligence Dementia Health Care Costs
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Determining health care cost drivers in older Hodgkin lymphoma survivors using interpretable machine learning methods.

Journal of managed care & specialty pharmacy Apr 1, 2025
BACKGROUND: The cost of health care for patients with Hodgkin lymphoma (HL) is projected to rise, making it essential to understand expenditure drivers across different demographics, including the older adult population. Although older HL patients co...
Cancer Survivors Hodgkin Disease Aged, 80 and over Male United States SEER Program Health Care Costs Retrospective Studies Female Medicare Aged Humans Health Expenditures Machine Learning
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