AIMC Topic: Bayes Theorem

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Prediction of Dental Implants Using Machine Learning Algorithms.

Journal of healthcare engineering Jun 20, 2022
It has been claimed that artificial intelligence (AI) has transformative potential for the healthcare sector by enabling increased productivity and creative methods of delivering healthcare services. Recently, there has been a major shift to artifici...
Artificial Intelligence Machine Learning Dental Implants Humans Algorithms Bayes Theorem
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A hybrid optimization with ensemble learning to ensure VANET network stability based on performance analysis.

Scientific reports Jun 18, 2022
High vehicle mobility, changing vehicle density and dynamic inter-vehicle spacing are all important issues in the VANET environment. As a result, a better routing protocol improves VANET overall performance by permitting frequent service availability...
Machine Learning Algorithms Bayes Theorem
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Ensemble Approaches to Recognize Protected Health Information in Radiology Reports.

Journal of digital imaging Jun 17, 2022
Natural language processing (NLP) techniques for electronic health records have shown great potential to improve the quality of medical care. The text of radiology reports frequently constitutes a large fraction of EHR data, and can provide valuable ...
Radiology Bayes Theorem Electronic Health Records Natural Language Processing Machine Learning Humans
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High-speed identification system for fresh tea leaves based on phenotypic characteristics utilizing an improved genetic algorithm.

Journal of the science of food and agriculture Jun 17, 2022
BACKGROUND: High-quality tea requires leaves of similar size and tenderness. The grade of the fresh leaves determines the quality of the tea. The automated classification of fresh tea leaves improves resource utilization and reduces manual picking co...
Algorithms Tea Bayes Theorem Support Vector Machine Plant Leaves
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Prospects and Challenges of Using Machine Learning for Academic Forecasting.

Computational intelligence and neuroscience Jun 17, 2022
The study examines the prospects and challenges of machine learning (ML) applications in academic forecasting. Predicting academic activities through machine learning algorithms presents an enhanced means to accurately forecast academic events, inclu...
Machine Learning Algorithms Forecasting Bayes Theorem Neural Networks, Computer Artificial Intelligence Humans
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Heart age estimated using explainable advanced electrocardiography.

Scientific reports Jun 14, 2022
Electrocardiographic (ECG) Heart Age conveying cardiovascular risk has been estimated by both Bayesian and artificial intelligence approaches. We hypothesised that explainable measures from the 10-s 12-lead ECG could successfully predict Bayesian 5-m...
Infant, Newborn Cardiovascular Diseases Artificial Intelligence Electrocardiography Bayes Theorem Infant Child, Preschool Humans Neural Networks, Computer
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Hyperparameter Optimization of Bayesian Neural Network Using Bayesian Optimization and Intelligent Feature Engineering for Load Forecasting.

Sensors (Basel, Switzerland) Jun 12, 2022
This paper proposes a new hybrid framework for short-term load forecasting (STLF) by combining the Feature Engineering (FE) and Bayesian Optimization (BO) algorithms with a Bayesian Neural Network (BNN). The FE module comprises feature selection and ...
Neural Networks, Computer Principal Component Analysis Algorithms Forecasting Bayes Theorem
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Can Omics Biology Go Subjective because of Artificial Intelligence? A Comment on "Challenges and Opportunities for Bayesian Statistics in Proteomics" by Crook et al.

Journal of proteome research Jun 10, 2022
In their recent review ( 2022, 21 (4), 849-864), Crook et al. diligently discuss the basics (and less basics) of Bayesian modeling, survey its various applications to proteomics, and highlight its potential for the improvement of computational prote...
Bayes Theorem Proteomics Proteome Artificial Intelligence Computational Biology
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Dynamic Data Infrastructure Security for Interoperable e-Healthcare Systems: A Semantic Feature-Driven NoSQL Intrusion Attack Detection Model.

BioMed research international Jun 10, 2022
The exponential rise in advanced software computing and low-cost hardware has broadened the horizon for the Internet of Medical Things (IoMT), interoperable e-Healthcare systems serving varied purposes including electronic healthcare records (EHRs) a...
Bayes Theorem Algorithms Semantics Logistic Models Support Vector Machine Delivery of Health Care
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Mapping of groundwater productivity potential with machine learning algorithms: A case study in the provincial capital of Baluchistan, Pakistan.

Chemosphere Jun 9, 2022
Although groundwater (GW) potential zoning can be beneficial for water management, it is currently lacking in several places around the world, including Pakistan's Quetta Valley. Due to ever increasing population growth and industrial development, GW...
Bayes Theorem Algorithms Machine Learning Pakistan Groundwater
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