AIMC Topic: Bayes Theorem

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Prediction of preterm birth using machine learning: a comprehensive analysis based on large-scale preschool children survey data in Shenzhen of China.

BMC pregnancy and childbirth Dec 4, 2024
BACKGROUND: Preterm birth (PTB) is a significant cause of neonatal mortality and long-term health issues. Accurate prediction and timely prevention of PTB are essential for reducing associated child mortality and morbidity. Traditional predictive met...
Humans Infant, Newborn Premature Birth Risk Factors Machine Learning Pregnancy Female ROC Curve Logistic Models Bayes Theorem China Surveys and Questionnaires Child, Preschool Adult Male
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A fact based analysis of decision trees for improving reliability in cloud computing.

PloS one Dec 3, 2024
The popularity of cloud computing (CC) has increased significantly in recent years due to its cost-effectiveness and simplified resource allocation. Owing to the exponential rise of cloud computing in the past decade, many corporations and businesses...
Bayes Theorem Cloud Computing Reproducibility of Results Machine Learning Deep Learning Algorithms Decision Trees
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A Machine Learning-Based Prediction Model for the Probability of Fall Risk Among Chinese Community-Dwelling Older Adults.

Computers, informatics, nursing : CIN Dec 1, 2024
Fall is a common adverse event among older adults. This study aimed to identify essential fall factors and develop a machine learning-based prediction model to predict the fall risk category among community-dwelling older adults, leading to earlier i...
Male Risk Assessment China Risk Factors Aged Aged, 80 and over Bayes Theorem Probability Independent Living Accidental Falls Humans Logistic Models Machine Learning East Asian People Female
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Neural network procedures for the cholera disease system with public health mediations.

Computers in biology and medicine Nov 30, 2024
Severe gastrointestinal infections and watery diseases like cholera are still a major worldwide medical concern in the developing nations. A mathematical system contains some necessary dynamics based on the cholera spread to investigate the influence...
Humans Neural Networks, Computer Public Health Bayes Theorem Cholera
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Artificial intelligence facial recognition of obstructive sleep apnea: a Bayesian meta-analysis.

Sleep & breathing = Schlaf & Atmung Nov 30, 2024
PURPOSE: Conventional obstructive sleep apnea (OSA) diagnosis via polysomnography can be costly and inaccessible. Recent advances in artificial intelligence (AI) have enabled the use of craniofacial photographs to diagnose OSA. This meta-analysis aim...
Polysomnography Sleep Apnea, Obstructive Automated Facial Recognition Humans Artificial Intelligence Bayes Theorem
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Analyzing Patient Experience on Weibo: Machine Learning Approach to Topic Modeling and Sentiment Analysis.

JMIR medical informatics Nov 29, 2024
BACKGROUND: Social media platforms allow individuals to openly gather, communicate, and share information about their interactions with health care services, becoming an essential supplemental means of understanding patient experience.
Social Media Bayes Theorem Patient Satisfaction Humans Machine Learning
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Machine learning-based diagnostic model for stroke in non-neurological intensive care unit patients with acute neurological manifestations.

Scientific reports Nov 28, 2024
Stroke is a neurological complication that can occur in patients admitted to the intensive care unit (ICU) for non-neurological conditions, leading to increased mortality and prolonged hospital stays. The incidence of stroke in ICU settings is notabl...
Humans Machine Learning Algorithms Middle Aged ROC Curve Bayes Theorem Aged Retrospective Studies Stroke Aged, 80 and over Intensive Care Units Male Female
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Machine learning-enhanced multi-trait genomic prediction for optimizing cannabinoid profiles in cannabis.

The Plant journal : for cell and molecular biology Nov 27, 2024
Cannabis sativa L., known for its medicinal and psychoactive properties, has recently experienced rapid market expansion but remains understudied in terms of its fundamental biology due to historical prohibitions. This pioneering study implements GS ...
Genome, Plant Quantitative Trait Loci Plant Breeding Bayes Theorem Cannabis Cannabinoids Polymorphism, Single Nucleotide Genotype Machine Learning Genomics
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A hybrid deep learning model-based LSTM and modified genetic algorithm for air quality applications.

Environmental monitoring and assessment Nov 27, 2024
Over time, computing power and storage resource advancements have enabled the widespread accumulation and utilization of data across various domains. In the field of air quality, analyzing data and developing air quality models have become pivotal in...
Air Pollution Particulate Matter Environmental Monitoring Air Pollutants Bayes Theorem Algorithms Forecasting Deep Learning
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The research explores the predictive capacity of the shear strength of reinforced concrete walls with different cross-sectional shapes using the XGBoost model.

PloS one Nov 27, 2024
Structurally, the lateral load-bearing capacity mainly depends on reinforced concrete (RC) walls. Determination of flexural strength and shear strength is mandatory when designing reinforced concrete walls. Typically, these strengths are determined t...
Shear Strength Bayes Theorem Machine Learning Algorithms Materials Testing Models, Theoretical Construction Materials
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