AIMC Topic: Forecasting

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Transforming Health Care Landscapes: The Lever of Radiology Research and Innovation on Emerging Markets Poised for Aggressive Growth.

Journal of the American College of Radiology : JACR Aug 2, 2024
Advances in radiology are crucial not only to the future of the field but to medicine as a whole. Here, we present three emerging areas of medicine that are poised to change how health care is delivered-hospital at home, artificial intelligence, and ...
Humans Artificial Intelligence Forecasting United States Radiology Health Care Sector Delivery of Health Care Precision Medicine Biomedical Research
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Artificial intelligence to predict pre-clinical dental student academic performance based on pre-university results: A preliminary study.

Journal of dental education Jul 30, 2024
PURPOSE/OBJECTIVES: Admission into dental school involves selecting applicants for successful completion of the course. This study aimed to predict the academic performance of Kulliyyah of Dentistry, International Islamic University Malaysia pre-clin...
Decision Trees Education, Dental Academic Performance School Admission Criteria Students, Dental Schools, Dental Educational Measurement Support Vector Machine Malaysia Female Male Humans Artificial Intelligence Machine Learning Algorithms Forecasting
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MEFFNet: Forecasting Myoelectric Indices of Muscle Fatigue in Healthy and Post-Stroke During Voluntary and FES-Induced Dynamic Contractions.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jul 26, 2024
Myoelectric indices forecasting is important for muscle fatigue monitoring in wearable technologies, adaptive control of assistive devices like exoskeletons and prostheses, functional electrical stimulation (FES)-based Neuroprostheses, and more. Non-...
Humans Female Elbow Aged Middle Aged Elbow Joint Muscle Fatigue Neural Networks, Computer Stroke Young Adult Deep Learning Electromyography Electric Stimulation Therapy Algorithms Healthy Volunteers Adult Muscle, Skeletal Stroke Rehabilitation Forecasting Muscle Contraction Male
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A systematic literature review of predicting patient discharges using statistical methods and machine learning.

Health care management science Jul 22, 2024
Discharge planning is integral to patient flow as delays can lead to hospital-wide congestion. Because a structured discharge plan can reduce hospital length of stay while enhancing patient satisfaction, this topic has caught the interest of many hea...
Length of Stay Time Factors Models, Statistical Humans Machine Learning Forecasting Patient Discharge
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Machine learning-based analysis and prediction of meteorological factors and urban heatstroke diseases.

Frontiers in public health Jul 22, 2024
INTRODUCTION: Heatstroke is a serious clinical condition caused by exposure to high temperature and high humidity environment, which leads to a rapid increase of the core temperature of the body to more than 40°C, accompanied by skin burning, conscio...
Cities Hot Temperature Humidity Heat Stroke Meteorological Concepts Forecasting Humans China Machine Learning Incidence
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Short- and long-term weather prediction based on a hybrid of CEEMDAN, LMD, and ANN.

PloS one Jul 22, 2024
Agriculture is one of the major economic sectors in Africa, and it predominantly depends on the climate. However, extreme climate changes do have a negative impact on agricultural production. The damage resulting from extreme climate change can be mi...
Weather Humans Climate Change Neural Networks, Computer Forecasting Agriculture
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The Current Application and Future Potential of Artificial Intelligence in Renal Cancer.

Urology Jul 18, 2024
Artificial intelligence (AI) is the integration of human tasks into machine processes. The role of AI in kidney cancer evaluation, management, and outcome predictions are constantly evolving. We performed a narrative review utilizing PubMed electroni...
Artificial Intelligence Machine Learning Forecasting Humans Neural Networks, Computer Deep Learning Kidney Neoplasms
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Adaptive Decision Spatio-temporal neural ODE for traffic flow forecasting with Multi-Kernel Temporal Dynamic Dilation Convolution.

Neural networks : the official journal of the International Neural Network Society Jul 16, 2024
Traffic flow prediction is crucial for efficient traffic management. It involves predicting vehicle movement patterns to reduce congestion and enhance traffic flow. However, the highly non-linear and complex patterns commonly observed in traffic flow...
Forecasting Humans Neural Networks, Computer Algorithms
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MGLEP: Multimodal Graph Learning for Modeling Emerging Pandemics with Big Data.

Scientific reports Jul 16, 2024
Accurate forecasting and analysis of emerging pandemics play a crucial role in effective public health management and decision-making. Traditional approaches primarily rely on epidemiological data, overlooking other valuable sources of information th...
Forecasting Neural Networks, Computer Humans Pandemics Big Data COVID-19 Social Media
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Predicting pharmaceutical prices. Advances based on purchase-level data and machine learning.

BMC public health Jul 15, 2024
BACKGROUND: Increased costs in the health sector have put considerable strain on the public budgets allocated to pharmaceutical purchases. Faced with such pressures amplified by financial crises and pandemics, national purchasing authorities are pres...
Pharmaceutical Preparations Commerce Drug Costs Humans Machine Learning Forecasting
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