AIMC Topic: Bayes Theorem

Clear Filters Showing 811 to 820 of 1826 articles

Automated Cardioailment Identification and Prevention by Hybrid Machine Learning Models.

Computational and mathematical methods in medicine Feb 15, 2022
Accurate prediction of cardiovascular disease is necessary and considered to be a difficult attempt to treat a patient effectively before a heart attack occurs. According to recent studies, heart disease is said to be one of the leading origins of de...
Bayes Theorem Heart Diseases Probability Male Diagnosis, Computer-Assisted Computational Biology Heart Disease Risk Factors Models, Cardiovascular Humans Machine Learning Algorithms Databases, Factual Female
View on PubMed DOI

A proficient approach to forecast COVID-19 spread via optimized dynamic machine learning models.

Scientific reports Feb 14, 2022
This study aims to develop an assumption-free data-driven model to accurately forecast COVID-19 spread. Towards this end, we firstly employed Bayesian optimization to tune the Gaussian process regression (GPR) hyperparameters to develop an efficient ...
Algorithms Forecasting Reproducibility of Results Machine Learning Pandemics COVID-19 Bayes Theorem SARS-CoV-2 Brazil India Humans Neural Networks, Computer
View on PubMed DOI

In-Field Detection of American Foulbrood (AFB) by Electric Nose Using Classical Classification Techniques and Sequential Neural Networks.

Sensors (Basel, Switzerland) Feb 2, 2022
American foulbrood is a dangerous bee disease that attacks the sealed brood. It quickly leads to the death of bee colonies. Efficient diagnosis of this disease is essential. As specific odours are produced when larvae rot, it was investigated whether...
Neural Networks, Computer Animals Semiconductors Bees Larva Electronic Nose United States Bayes Theorem
View on PubMed DOI

Dynamic Bayesian networks for prediction of health status and treatment effect in patients with chronic lymphocytic leukemia.

Scientific reports Feb 2, 2022
Chronic lymphocytic leukemia (CLL) is the most common blood cancer in adults. The course of CLL and patients' response to treatment are varied. This variability makes it difficult to select the most appropriate treatment regimen and predict the progr...
Middle Aged Risk Assessment Disease Progression Aged Leukemia, Lymphocytic, Chronic, B-Cell Male Humans Predictive Value of Tests Artificial Intelligence Bayes Theorem Time Factors Decision Support Techniques Health Status Indicators Clinical Decision-Making Treatment Outcome Female Health Status Risk Factors
View on PubMed DOI

Deploying Machine Learning Techniques for Human Emotion Detection.

Computational intelligence and neuroscience Feb 2, 2022
Emotion recognition is one of the trending research fields. It is involved in several applications. Its most interesting applications include robotic vision and interactive robotic communication. Human emotions can be detected using both speech and v...
Speech Support Vector Machine Emotions Bayes Theorem Humans Machine Learning Algorithms
View on PubMed DOI

Hybrid feature selection-based machine learning Classification system for the prediction of injury severity in single and multiple-vehicle accidents.

PloS one Feb 2, 2022
To undertake a reliable analysis of injury severity in road traffic accidents, a complete understanding of important attributes is essential. As a result of the shift from traditional statistical parametric procedures to computer-aided methods, machi...
Pakistan Wounds and Injuries Severity of Illness Index ROC Curve Logistic Models Humans Area Under Curve Machine Learning Bayes Theorem Accidents, Traffic
View on PubMed DOI

Anomaly detection in chest F-FDG PET/CT by Bayesian deep learning.

Japanese journal of radiology Jan 30, 2022
PURPOSE: To develop an anomaly detection system in PET/CT with the tracer F-fluorodeoxyglucose (FDG) that requires only normal PET/CT images for training and can detect abnormal FDG uptake at any location in the chest region.
Positron Emission Tomography Computed Tomography Radiopharmaceuticals Positron-Emission Tomography Fluorodeoxyglucose F18 Humans Deep Learning Bayes Theorem
View on PubMed DOI

Developing Multiagent E-Learning System-Based Machine Learning and Feature Selection Techniques.

Computational intelligence and neuroscience Jan 30, 2022
Recently, artificial intelligence (AI) domain increased to contain finance, education, health, mining, and education. Artificial intelligence controls the performance of systems that use new technologies, especially in the education environment. The ...
Artificial Intelligence Machine Learning Computer-Assisted Instruction Algorithms Support Vector Machine Bayes Theorem
View on PubMed DOI

Human Activity and Motion Pattern Recognition within Indoor Environment Using Convolutional Neural Networks Clustering and Naive Bayes Classification Algorithms.

Sensors (Basel, Switzerland) Jan 28, 2022
Human Activity Recognition (HAR) systems are designed to read sensor data and analyse it to classify any detected movement and respond accordingly. However, there is a need for more responsive and near real-time systems to distinguish between false a...
Bayes Theorem Human Activities Neural Networks, Computer Humans Algorithms Cluster Analysis
View on PubMed DOI

Age Classification in Forensic Medicine Using Machine Learning Techniques.

Sovremennye tekhnologii v meditsine Jan 28, 2022
UNLABELLED: was to assess the capabilities of age determination (age group) at death using classification techniques by histomorphometric characteristics of osseous and cartilaginous tissue aging.
Forensic Medicine Algorithms Male Bayes Theorem Humans Machine Learning
View on PubMed DOI
Popular Topics
Recent Journals