AIMC Topic: Forecasting

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Personalized glucose forecasting for people with type 1 diabetes using large language models.

Computer methods and programs in biomedicine Apr 2, 2025
BACKGROUND AND OBJECTIVE: Type 1 Diabetes (T1D) is an autoimmune disease that requires exogenous insulin via Multiple Daily Injections (MDIs) or subcutaneous pumps to maintain targeted glucose levels. Despite the advances in Continuous Glucose Monito...
Large Language Models Insulin Infusion Systems Diabetes Mellitus, Type 1 Female Precision Medicine Blood Glucose Self-Monitoring Adult Language Blood Glucose Humans Male Insulin Forecasting
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Forecasting motion trajectories of elbow and knee joints during infant crawling based on long-short-term memory (LSTM) networks.

Biomedical engineering online Apr 2, 2025
BACKGROUND: Hands-and-knees crawling is a promising rehabilitation intervention for infants with motor impairments, while research on assistive crawling devices for rehabilitation training was still in its early stages. In particular, precisely gener...
Humans Neural Networks, Computer Biomechanical Phenomena Elbow Joint Forecasting Knee Joint Memory, Short-Term Male Female Movement Infant
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The generative revolution: AI foundation models in geospatial health-applications, challenges and future research.

International journal of health geographics Apr 2, 2025
In an era of rapid technological advancements, generative artificial intelligence and foundation models are reshaping industries and offering new advanced solutions in a wide range of scientific areas, particularly in public and environmental health....
Public Health Geographic Information Systems Artificial Intelligence Humans Forecasting
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The future outlook for data in orthopedic surgery: A new era of real-time innovation.

Journal of orthopaedic surgery (Hong Kong) Apr 2, 2025
The orthopedic field is on the brink of a significant transformation-a shift from retrospective analysis to real-time decision-making fueled by data. The dependence on historical trends or long-term studies is yielding to an era where data flows dyna...
Humans Orthopedic Procedures Artificial Intelligence Orthopedics Forecasting
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Evaluating the predictive performance of different data sources to forecast overdose deaths at the neighborhood level with machine learning in Rhode Island.

Preventive medicine Mar 29, 2025
OBJECTIVES: To evaluate the predictive performance of different data sources to forecast fatal overdose in Rhode Island neighborhoods, with the goal of providing a template for other jurisdictions interested in predictive analytics to direct overdose...
Information Sources Forecasting Residence Characteristics Humans Drug Overdose Emergency Medical Services Machine Learning Rhode Island
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Artificial Intelligence: Potential for the Future.

Professional case management Mar 28, 2025
Artificial Intelligence (AI) is here to stay. Fear and reservations still abound; however, many large institutions are developing and researching new treatments for diseases that may help our patients/clients in the near future.
Female Adult Middle Aged Case Management Male Artificial Intelligence Forecasting Humans
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An ensemble approach improves the prediction of the COVID-19 pandemic in South Korea.

Journal of global health Mar 28, 2025
BACKGROUND: Modelling can contribute to disease prevention and control strategies. Accurate predictions of future cases and mortality rates were essential for establishing appropriate policies during the COVID-19 pandemic. However, no single model yi...
Pandemics COVID-19 Forecasting Humans Machine Learning Models, Statistical Republic of Korea SARS-CoV-2
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Explainable machine learning for predictive modeling of blowing snow detection and meteorological feature assessment using XGBoost-SHAP.

PloS one Mar 28, 2025
Accurate forecasting of blowing snow events is vital for improving numerical models of snow processes, yet traditional predictive methods often lack interpretability. This study leverages eXtreme Gradient Boosting (XGBoost) to detect blowing snow eve...
Weather Machine Learning Wind Humidity Snow Forecasting Meteorological Concepts Models, Theoretical Temperature
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Robotic hand surgery: current insights and future directions.

The Journal of hand surgery, European volume Mar 27, 2025
Robotic surgery is a rapidly evolving field that will potentially play a pivotal role in future patient care. There are specific challenges that needs circumventing for each surgical specialty. This article discusses the current robotic surgical syst...
Humans Robotic Surgical Procedures Forecasting Hand Microsurgery Orthopedic Procedures
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[Artificial intelligence in Public Health: opportunities, ethical challenges and future perspectives].

Revista espanola de salud publica Mar 26, 2025
Artificial Intelligence (AI) is transforming Public Health by providing innovative tools to address complex global challenges. Its ability to analyze large volumes of data in real time enhances epidemiological surveillance, optimizes healthcare resou...
Public Health Humans Artificial Intelligence Forecasting
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