AIMC Topic: Health Care Costs

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Improved radiological diagnosis of osteoporotic vertebral fragility fractures following UK-wide interventions and re-audit-can this be maintained and translated into clinical practice?

Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA Apr 22, 2025
UNLABELLED: To determine the potential economic, morbidity and mortality impact of improvements in reporting of vertebral fragility fractures (VFFs) following a complete audit cycle. Six percent interval increase in reporting of moderate/severe VFFs ...
Male Middle Aged Cost-Benefit Analysis Aged Aged, 80 and over Health Care Costs Medical Audit Humans Osteoporotic Fractures Retrospective Studies Quality Improvement Tomography, X-Ray Computed United Kingdom Female Spinal Fractures
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Predictors of High Healthcare Cost Among Patients with Generalized Myasthenia Gravis: A Combined Machine Learning and Regression Approach from a US Payer Perspective.

Applied health economics and health policy Jul 13, 2024
BACKGROUND: High healthcare costs could arise from unmet needs. This study used random forest (RF) and regression methods to identify predictors of high costs from a US payer perspective in patients newly diagnosed with generalized myasthenia gravis ...
Machine Learning Female Aged Humans Health Care Costs Myasthenia Gravis Middle Aged United States Regression Analysis Adult Male
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Machine learning models for assessing risk factors affecting health care costs: 12-month exercise-based cardiac rehabilitation.

Frontiers in public health May 28, 2024
INTRODUCTION: Exercise-based cardiac rehabilitation (ECR) has proven to be effective and cost-effective dominant treatment option in health care. However, the contribution of well-known risk factors for prognosis of coronary artery disease (CAD) to p...
Female Risk Factors Aged Male Middle Aged Risk Assessment Humans Machine Learning Cardiac Rehabilitation Acute Coronary Syndrome Coronary Artery Disease Health Care Costs Exercise Therapy Finland
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A systematic review of economic evaluation of artificial intelligence-based screening for eye diseases: From possibility to reality.

Survey of ophthalmology Mar 15, 2024
Artificial Intelligence (AI) has become a focus of research in the rapidly evolving field of ophthalmology. Nevertheless, there is a lack of systematic studies on the health economics of AI in this field. We examine studies from the PubMed, Google Sc...
Mass Screening Ophthalmology Cost-Benefit Analysis Humans Artificial Intelligence Eye Diseases Health Care Costs
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Enhancing Stress Detection: A Comprehensive Approach through rPPG Analysis and Deep Learning Techniques.

Sensors (Basel, Switzerland) Feb 7, 2024
Stress has emerged as a major concern in modern society, significantly impacting human health and well-being. Statistical evidence underscores the extensive social influence of stress, especially in terms of work-related stress and associated healthc...
Humans Neural Networks, Computer Deep Learning Photoplethysmography Face Health Care Costs
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Risk adjustment for regional healthcare funding allocations with ensemble methods: an empirical study and interpretation.

The European journal of health economics : HEPAC : health economics in prevention and care Jan 3, 2024
We experiment with recent ensemble machine learning methods in estimating healthcare costs, utilizing Finnish data containing rich individual-level information on healthcare costs, socioeconomic status and diagnostic data from multiple registries. Ou...
Health Care Costs Finland Empirical Research Linear Models Risk Adjustment Humans Machine Learning Female Male Socioeconomic Factors
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Predictive analysis of lower limb fractures in the orthopedic complex operative unit using artificial intelligence: the case study of AOU Ruggi.

Scientific reports Dec 22, 2022
The length of stay (LOS) in hospital is one of the main parameters for evaluating the management of a health facility, of its departments in relation to the different specializations. Healthcare costs are in fact closely linked to this parameter as w...
Health Care Costs Lower Extremity Italy Artificial Intelligence Length of Stay Fractures, Bone Humans
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Artificial intelligence in the detection of skin cancer.

Journal of the American Academy of Dermatology Aug 23, 2022
Recent advances in artificial intelligence (AI) in dermatology have demonstrated the potential to improve the accuracy of skin cancer detection. These capabilities may augment current diagnostic processes and improve the approach to the management of...
Artificial Intelligence Skin Neoplasms Quality of Life Humans Skin Health Care Costs
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Cluster-Then-Classify Methodology for the Identification of Pain Episodes in Chronic Diseases.

IEEE journal of biomedical and health informatics May 5, 2022
Chronic diseases benefit of the advances on personalize medicine coming out of the integrative convergence of significant developments in systems biology, the Internet of Things and Artificial Intelligence. 70% to 80% of all healthcare costs in the E...
Humans Health Care Costs Migraine Disorders Artificial Intelligence Chronic Disease Pain
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Estimation and Prediction of Hospitalization and Medical Care Costs Using Regression in Machine Learning.

Journal of healthcare engineering Mar 2, 2022
Medical costs are one of the most common recurring expenses in a person's life. Based on different research studies, BMI, ageing, smoking, and other factors are all related to greater personal medical care costs. The estimates of the expenditures of ...
Health Care Costs Hospitalization Humans Obesity Machine Learning Bayes Theorem
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