AIMC Topic: Bayes Theorem

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Divorce prediction using machine learning algorithms in Ha'il region, KSA.

Scientific reports Jan 4, 2024
The application of artificial intelligence (AI) in predictive analytics is growing in popularity. It has the power to offer ground-breaking solutions for a range of social problems and real world societal difficulties. It is helpful in addressing som...
Artificial Intelligence Machine Learning Humans Divorce Algorithms Bayes Theorem
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Enhancing safety of construction workers in Korea: an integrated text mining and machine learning framework for predicting accident types.

International journal of injury control and safety promotion Jan 2, 2024
Construction workers face a high risk of various occupational accidents, many of which can result in fatalities. This study aims to develop a prediction model for nine prevalent types of construction accidents, utilizing construction tasks, activitie...
Machine Learning Algorithms Humans Bayes Theorem Data Mining Construction Industry Republic of Korea Accidents, Occupational
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Detection of Chylous Plasma Based on Machine Learning and Hyperspectral Techniques.

Applied spectroscopy Jan 2, 2024
Chylous blood is the main cause of unqualified and scrapped blood among volunteer blood donors. Therefore, a diagnostic method that can quickly and accurately identify chylous blood before donation is needed. In this study, the GaiaSorter "Gaia" hype...
Humans Neural Networks, Computer Machine Learning Support Vector Machine Algorithms Bayes Theorem
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Estimating speaker direction on a humanoid robot with binaural acoustic signals.

PloS one Jan 2, 2024
To achieve human-like behaviour during speech interactions, it is necessary for a humanoid robot to estimate the location of a human talker. Here, we present a method to optimize the parameters used for the direction of arrival (DOA) estimation, whil...
Gravitation Humans Acoustics Robotics Sound Localization Bayes Theorem
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Machine learning based on magnetic resonance imaging and clinical parameters helps predict mesenchymal-epithelial transition factor expression in oral tongue squamous cell carcinoma: a pilot study.

Oral surgery, oral medicine, oral pathology and oral radiology Dec 27, 2023
OBJECTIVES: This study aimed to develop machine learning models to predict phosphorylated mesenchymal-epithelial transition factor (p-MET) expression in oral tongue squamous cell carcinoma (OTSCC) using magnetic resonance imaging (MRI)-derived textur...
Tongue Neoplasms Reproducibility of Results Squamous Cell Carcinoma of Head and Neck Magnetic Resonance Imaging Retrospective Studies Head and Neck Neoplasms Humans Pilot Projects Bayes Theorem Carcinoma, Squamous Cell Machine Learning
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Leveraging machine learning to distinguish between bacterial and viral induced pharyngitis using hematological markers: a retrospective cohort study.

Scientific reports Dec 21, 2023
Accurate differentiation between bacterial and viral-induced pharyngitis is recognized as essential for personalized treatment and judicious antibiotic use. From a cohort of 693 patients with pharyngitis, data from 197 individuals clearly diagnosed w...
Bayes Theorem Virus Diseases Humans Anti-Bacterial Agents Retrospective Studies Machine Learning Support Vector Machine Algorithms
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Deep learning-based burned forest areas mapping via Sentinel-2 imagery: a comparative study.

Environmental science and pollution research international Dec 19, 2023
In order to evaluate the effects of forest fires on the dynamics of the function and structure of ecosystems, it is necessary to determine burned forest areas with high accuracy, effectively, economically, and practically using satellite images. Extr...
Deep Learning Bayes Theorem Wildfires Algorithms Ecosystem
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Ridge regression and deep learning models for genome-wide selection of complex traits in New Mexican Chile peppers.

BMC genomic data Dec 18, 2023
BACKGROUND: Genomewide prediction estimates the genomic breeding values of selection candidates which can be utilized for population improvement and cultivar development. Ridge regression and deep learning-based selection models were implemented for ...
Deep Learning Capsicum Multifactorial Inheritance Bayes Theorem Quantitative Trait Loci Plant Breeding Selection, Genetic
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Insight into Automatic Image Diagnosis of Ear Conditions Based on Optimized Deep Learning Approach.

Annals of biomedical engineering Dec 14, 2023
Examining otoscopic images for ear diseases is necessary when the clinical diagnosis of ear diseases extracted from the knowledge of otolaryngologists is limited. Improved diagnosis approaches based on otoscopic image processing are urgently needed. ...
Ear Diseases Deep Learning Bayes Theorem Neural Networks, Computer Algorithms Humans
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Toxicity prediction of nanoparticles using machine learning approaches.

Toxicology Dec 14, 2023
Nanoparticle toxicity analysis is critical for evaluating the safety of nanomaterials due to their potential harm to the biological system. However, traditional experimental methods for evaluating nanoparticle toxicity are expensive and time-consumin...
Bayes Theorem Machine Learning Nanoparticles Support Vector Machine Decision Trees Neural Networks, Computer
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