AIMC Topic: Disability-Adjusted Life Years

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Enhancing AI-driven forecasting of diabetes burden: a comparative analysis of deep learning and statistical models.

Scientific reports Aug 9, 2025
Accurate forecasting of diabetes burden is essential for healthcare planning, resource allocation, and policy-making. While deep learning models have demonstrated superior predictive capabilities, their real-world applicability is constrained by comp...
Forecasting Deep Learning Humans Cost of Illness Disability-Adjusted Life Years Models, Statistical Diabetes Mellitus
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Global burden of non-melanoma skin cancers among older adults: a comprehensive analysis using machine learning approaches.

Scientific reports May 1, 2025
Non-melanoma skin cancers (NMSCs), including basal cell carcinoma (BCC) and squamous cell carcinoma (SCC), have shown significant global increases in burden, particularly among older adults, with wide regional, gender, and socio-demographic dispariti...
Disability-Adjusted Life Years Global Burden of Disease Skin Neoplasms Carcinoma, Squamous Cell Carcinoma, Basal Cell Machine Learning Female Humans Middle Aged Global Health Aged Aged, 80 and over Incidence Male Prevalence
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Global burden and future trends of head and neck cancer: a deep learning-based analysis (1980-2030).

PloS one Apr 9, 2025
BACKGROUND: Head and neck cancer (HNC) becomes a vital global health burden. Accurate assessment of the disease burden plays an essential role in setting health priorities and guiding decision-making.
Deep Learning Incidence Middle Aged Female Global Burden of Disease Global Health Quality-Adjusted Life Years Adult Aged Disability-Adjusted Life Years Male Head and Neck Neoplasms Humans
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Protocol for evaluating the cost-effectiveness of Mongolia's sugar-sweetened beverages tax using double machine learning.

PloS one Jan 1, 2025
Elevated consumption of sugar-sweetened beverages (SSBs) has been associated with an increase in obesity, type 2 diabetes, and other non-communicable diseases (NCDs), a significant health and economic burden on Mongolia. To address this, the governme...
Male Middle Aged Adult Cost-Benefit Analysis Markov Chains Obesity Adolescent Machine Learning Young Adult Taxes Female Mongolia Humans Disability-Adjusted Life Years Quality-Adjusted Life Years Models, Economic Sugar-Sweetened Beverages
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