AIMC Topic: Bayes Theorem

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Human limits in machine learning: prediction of potato yield and disease using soil microbiome data.

BMC bioinformatics Nov 26, 2024
BACKGROUND: The preservation of soil health is a critical challenge in the 21st century due to its significant impact on agriculture, human health, and biodiversity. We provide one of the first comprehensive investigations into the predictive potenti...
Bayes Theorem Microbiota Plant Diseases Humans Solanum tuberosum Machine Learning Soil Soil Microbiology
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Introducing µGUIDE for quantitative imaging via generalized uncertainty-driven inference using deep learning.

eLife Nov 26, 2024
This work proposes µGUIDE: a general Bayesian framework to estimate posterior distributions of tissue microstructure parameters from any given biophysical model or signal representation, with exemplar demonstration in diffusion-weighted magnetic reso...
Bayes Theorem Uncertainty Diffusion Magnetic Resonance Imaging Deep Learning Image Processing, Computer-Assisted Humans
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Advancement of post-market surveillance of medical devices leveraging artificial intelligence: Infusion pumps case study.

Technology and health care : official journal of the European Society for Engineering and Medicine Nov 25, 2024
BackgroundAnalysis of data from incident registries such as MAUDE has identified the need to improve surveillance and maintenance strategies for infusion pumps to enhance patient and healthcare staff safety.ObjectiveThe ultimate goal is to enhance in...
Artificial Intelligence Machine Learning Algorithms Support Vector Machine Humans Bayes Theorem Product Surveillance, Postmarketing Infusion Pumps
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Physics-Informed Neural Network for monitoring the sulfate ion adsorption process using particle filter.

Anais da Academia Brasileira de Ciencias Nov 25, 2024
Fixed-bed columns are a well-established water purification technology. Several models have been constructed over the decades to scale up and predict the breakthrough curve of an adsorption column varying the flow rate, length, and initial concentrat...
Bayes Theorem Neural Networks, Computer Sulfates Water Purification Adsorption
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A comprehensive machine learning-based models for predicting mixture toxicity of azole fungicides toward algae (Auxenochlorella pyrenoidosa).

Environment international Nov 23, 2024
Quantitative structure-activity relationships (QSARs) have been used to predict mixture toxicity. However, current research faces gaps in achieving accurate predictions of the mixture toxicity of azole fungicides. To address this gap, the application...
Support Vector Machine Bayes Theorem Fungicides, Industrial Machine Learning Algorithms Azoles Quantitative Structure-Activity Relationship Chlorophyta
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Leveraging machine learning in limited sampling strategies for efficient estimation of the area under the curve in pharmacokinetic analysis: a review.

European journal of clinical pharmacology Nov 21, 2024
OBJECTIVE: Limited sampling strategies are widely employed in clinical practice to minimize the number of blood samples required for the accurate area under the curve calculations, as obtaining these samples can be costly and challenging. Traditional...
Bayes Theorem Models, Biological Pharmacokinetics Humans Machine Learning Area Under Curve
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Roman urdu hate speech detection using hybrid machine learning models and hyperparameter optimization.

Scientific reports Nov 19, 2024
With the rapid increase of users over social media, cyberbullying, and hate speech problems have arisen over the past years. Automatic hate speech detection (HSD) from text is an emerging research problem in natural language processing (NLP). Researc...
Deep Learning Speech Natural Language Processing Bayes Theorem Hate Machine Learning Algorithms Humans Language
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Development of a survey-based stacked ensemble predictive model for autonomy preferences in patients with periodontal disease.

Journal of dentistry Nov 18, 2024
OBJECTIVES: This study aimed to develop a model to predict the autonomy preference (AP) and satisfaction after tooth extraction (STE) in patients with periodontal disease. Understanding of individual AP and STE is essential for improving patient sati...
Male Middle Aged Surveys and Questionnaires Aged Young Adult Adult Personal Autonomy Tooth Extraction Periodontal Diseases Decision Making Oral Health Bayes Theorem Humans Machine Learning Female Patient Satisfaction Patient Preference
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Predictive risk models for COVID-19 patients using the multi-thresholding meta-algorithm.

Scientific reports Nov 18, 2024
This study aims to develop a Machine Learning model to assess the risks faced by COVID-19 patients in a hospital setting, focusing specifically on predicting the complications leading to Intensive Care Unit (ICU) admission or mortality, which are min...
Intensive Care Units Female SARS-CoV-2 Machine Learning COVID-19 Algorithms Male Middle Aged Risk Assessment Humans Bayes Theorem Risk Factors Hospitalization Aged
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Mobile Accelerometer Applications in Core Muscle Rehabilitation and Pre-Operative Assessment.

Sensors (Basel, Switzerland) Nov 16, 2024
Individual physiotherapy is crucial in treating patients with various pain and health issues, and significantly impacts abdominal surgical outcomes and further medical problems. Recent technological and artificial intelligent advancements have equipp...
Exercise Adolescent Child Mobile Applications Support Vector Machine Humans Bayes Theorem Neural Networks, Computer Adult Machine Learning Male Female Middle Aged Aged Signal Processing, Computer-Assisted Young Adult Accelerometry
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