AIMC Topic: Forecasting

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Deep learning modelling to forecast emergency department visits using calendar, meteorological, internet search data and stock market price.

Computer methods and programs in biomedicine Apr 24, 2025
BACKGROUND: Accurate prediction of hospital emergency department (ED) patient visits and acuity levels have potential to improve resource allocation including manpower planning and hospital bed allocation. Internet search data have been used in medic...
Emergency Room Visits Internet Commerce Humans Neural Networks, Computer Deep Learning Emergency Service, Hospital Forecasting
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Integrating AI for infectious disease prediction: A hybrid ANN-XGBoost model for leishmaniasis in Pakistan.

Acta tropica Apr 23, 2025
Addressing leishmaniasis infection remains a substantial challenge in KP-Pakistan due to the increased infection prevalence. Understanding its spreading tool offerings is a major challenge. We essentially design effective approaches to pinpoint its e...
Boosting Machine Learning Algorithms Pakistan Leishmaniasis Humans Forecasting Prevalence Incidence Models, Statistical
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FADE: Forecasting for anomaly detection on ECG.

Computer methods and programs in biomedicine Apr 22, 2025
BACKGROUND AND OBJECTIVE: Cardiovascular diseases, a leading cause of noncommunicable disease-related deaths, require early and accurate detection to improve patient outcomes. Taking advantage of advances in machine learning and deep learning, multip...
Humans Machine Learning Deep Learning Electrocardiography Signal Processing, Computer-Assisted Forecasting Cardiovascular Diseases Algorithms
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Confidence interval forecasting model of small watershed flood based on compound recurrent neural networks and Bayesian.

PloS one Apr 21, 2025
Flood forecasting exhibits rapid fluctuations, water level forecasting shows great uncertainty and inaccuracy in small watersheds, and the reliability and accuracy performance of traditional probability forecasting is often unbalanced. This study com...
Floods Neural Networks, Computer China Recurrent Neural Networks Forecasting Bayes Theorem Confidence Intervals
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Chronic Total Occlusion Percutaneous Coronary Intervention: Present and Future.

Circulation. Cardiovascular interventions Apr 14, 2025
Chronic total occlusion percutaneous coronary intervention has evolved into a subspecialty of interventional cardiology. Using a variety of antegrade and retrograde techniques, experienced operators currently achieve success rates of 85% to 90%, with...
Coronary Occlusion Percutaneous Coronary Intervention Diffusion of Innovation Risk Factors Treatment Outcome Predictive Value of Tests Coronary Angiography Chronic Disease Humans Forecasting
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Prediction of outpatient visits for allergic rhinitis using an artificial intelligence LSTM model - a study in Eastern China.

BMC public health Apr 9, 2025
BACKGROUND: Allergic rhinitis is a common disease that can affect the health of patients and bring huge social and economic burdens. In this study, we developed a model to predict the incidence rate of allergic rhinitis so as to provide accurate info...
Young Adult Outpatients Adult Air Pollution Male Child, Preschool Artificial Intelligence Rhinitis, Allergic Humans China Child Female Middle Aged Forecasting Ambulatory Care Aged Infant Adolescent Incidence
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The present and future of cardiological telemonitoring in Europe: a statement from seven European countries.

Herzschrittmachertherapie & Elektrophysiologie Apr 8, 2025
Cardiovascular diseases remain one of the leading causes of death worldwide, placing a significant burden on individuals, families and healthcare systems. Telemedicine, in particular remote monitoring of patients with cardiovascular diseases, reduces...
Humans Europe Telemedicine Cardiology Forecasting Cardiovascular Diseases
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Shaping the Future of Cardiac Anesthesia: Emerging Trends and Research Directions.

Anesthesiology clinics Apr 7, 2025
This article provides an overview of knowledge gaps that need to be addressed in perioperative cardiac surgery, including concomitant surgical procedures, approaches to the conduct of cardiopulmonary bypass, precision medicine, and patient-important ...
Anesthesia, Cardiac Procedures Forecasting Precision Medicine Humans Cardiac Surgical Procedures
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Workload of diagnostic radiologists in the foreseeable future based on recent (2024) scientific advances: Updated growth expectations.

European journal of radiology Apr 7, 2025
PURPOSE: To assess the expected impact of the 2024 medical imaging literature on the workload of diagnostic radiologists.
Humans Artificial Intelligence Radiologists Workload Diagnostic Imaging Radiology Forecasting
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Predictive modeling of climate change impacts using Artificial Intelligence: a review for equitable governance and sustainable outcome.

Environmental science and pollution research international Apr 4, 2025
The accelerating pace of climate change poses unprecedented challenges to global ecosystems and human societies. In response, this study reviews the power of Artificial Intelligence (AI) to develop advanced predictive models for assessing the multifa...
Humans Forecasting Ecosystem Artificial Intelligence Climate Change
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