AIMC Topic: National Health Programs

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Identifying potential medical aid beneficiaries using machine learning: A Korean Nationwide cohort study.

International journal of medical informatics Dec 25, 2024
OBJECTIVE: To identify potential medical aid beneficiaries using demographic and medical history of individuals and analyzing important features qualitatively.
Republic of Korea Female Aged Humans Machine Learning Retrospective Studies Middle Aged Case-Control Studies National Health Programs Medical Assistance Young Adult Adult Male
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A case study of lean digital transformation through robotic process automation in healthcare.

Scientific reports Jun 25, 2024
Under Taiwan's National Health Insurance (NHI) system, it's crucial for all healthcare providers to accurately submit medical expense claims to the National Health Insurance Administration (NHIA) to avoid incorrect deductions. With changes in healthc...
Delivery of Health Care Taiwan Robotics Humans Efficiency, Organizational Automation National Health Programs
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Survey on Value Elements Provided by Artificial Intelligence and Their Eligibility for Insurance Coverage With an Emphasis on Patient-Centered Outcomes.

Korean journal of radiology Mar 20, 2024
OBJECTIVE: This study aims to explore the opinions on the insurance coverage of artificial intelligence (AI), as categorized based on the distinct value elements offered by AI, with a specific focus on patient-centered outcomes (PCOs). PCOs are disti...
Republic of Korea Female Adult Male Humans Artificial Intelligence National Health Programs Middle Aged Insurance Coverage Surveys and Questionnaires Patient-Centered Care
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Unraveling trends in schistosomiasis: deep learning insights into national control programs in China.

Epidemiology and health Mar 13, 2024
OBJECTIVES: To achieve the ambitious goal of eliminating schistosome infections, the Chinese government has implemented diverse control strategies. This study explored the progress of the 2 most recent national schistosomiasis control programs in an ...
Deep Learning China Schistosomiasis Humans Cross-Sectional Studies Prevalence National Health Programs
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Development and Evaluation of Machine Learning-Based High-Cost Prediction Model Using Health Check-Up Data by the National Health Insurance Service of Korea.

International journal of environmental research and public health Oct 21, 2022
In this study, socioeconomic, medical treatment, and health check-up data from 2010 to 2017 of the National Health Insurance Service (NHIS) of Korea were analyzed. This year's socioeconomic, treatment, and health check-up data are used to develop a p...
Machine Learning Algorithms Forecasting Logistic Models National Health Programs
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Assessing the reliability of automatic sentiment analysis tools on rating the sentiment of reviews of NHS dental practices in England.

PloS one Dec 15, 2021
BACKGROUND: Online reviews may act as a rich source of data to assess the quality of dental practices. Assessing the content and sentiment of reviews on a large scale is time consuming and expensive. Automation of the process of assigning sentiment t...
National Health Programs Dental Care United Kingdom Automation Humans Artificial Intelligence Internet
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Longitudinal Screening for Diabetic Retinopathy in a Nationwide Screening Program: Comparing Deep Learning and Human Graders.

Journal of diabetes research Dec 15, 2020
OBJECTIVE: To evaluate diabetic retinopathy (DR) screening via deep learning (DL) and trained human graders (HG) in a longitudinal cohort, as case spectrum shifts based on treatment referral and new-onset DR.
Longitudinal Studies Predictive Value of Tests Fundus Oculi Humans Macular Edema Aged Image Interpretation, Computer-Assisted Male Photography Middle Aged Incidence Prevalence Diabetic Retinopathy Cell Proliferation Thailand Female Mass Screening Severity of Illness Index National Health Programs Reproducibility of Results Deep Learning
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Artificial intelligence-assisted prediction of preeclampsia: Development and external validation of a nationwide health insurance dataset of the BPJS Kesehatan in Indonesia.

EBioMedicine Apr 10, 2020
BACKGROUND: We developed and validated an artificial intelligence (AI)-assisted prediction of preeclampsia applied to a nationwide health insurance dataset in Indonesia.
Models, Statistical Blood Pressure Indonesia Demography Pregnancy National Health Programs Pre-Eclampsia Female Humans Medical History Taking Adult Machine Learning
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Finding relevant free-text radiology reports at scale with IBM Watson Content Analytics: a feasibility study in the UK NHS.

Journal of biomedical semantics Nov 12, 2019
BACKGROUND: Significant amounts of health data are stored as free-text within clinical reports, letters, discharge summaries and notes. Busy clinicians have limited time to read such large amounts of free-text and are at risk of information overload ...
National Health Programs Humans Natural Language Processing Hydronephrosis Brain Neoplasms Radiology Feasibility Studies Data Mining Research Report United Kingdom
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Organization of the cancer network in SUS: evolution of the care model.

Clinics (Sao Paulo, Brazil) Sep 21, 2018
In the current context of epidemiological transition, demographic changes, changes in consumption and lifestyle habits, and pressure on care costs and organized health systems for acute conditions, the Integrated Care Model by Shortell has become a c...
National Health Programs Neoplasms Humans Public Health Neural Networks, Computer Medical Oncology Brazil
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