AIMC Topic: Bayes Theorem

Clear Filters Showing 211 to 220 of 1774 articles

Human lung cancer classification and comprehensive analysis using different machine learning techniques.

Microscopy research and technique Sep 18, 2024
Lung cancer is the most common causes of death among all cancer-related diseases. A lung scan examination of the patient is the primary diagnostic technique. This scan analysis pertains to an MRI, CT, or X-ray. The automated classification of lung ca...
Decision Trees Bayes Theorem Image Processing, Computer-Assisted Lung Neoplasms Support Vector Machine Machine Learning Algorithms Tomography, X-Ray Computed Lung Humans
View on PubMed DOI

Intelligent cardiovascular disease diagnosis using deep learning enhanced neural network with ant colony optimization.

Scientific reports Sep 18, 2024
To identify patterns in big medical datasets and use Deep Learning and Machine Learning (ML) to reliably diagnose Cardio Vascular Disease (CVD), researchers are currently delving deeply into these fields. Training on large datasets and producing high...
Cardiovascular Diseases Diagnosis, Computer-Assisted Deep Learning Bayes Theorem Ants Humans Neural Networks, Computer
View on PubMed DOI

A hybrid approach for modeling bicycle crash frequencies: Integrating random forest based SHAP model with random parameter negative binomial regression model.

Accident; analysis and prevention Sep 16, 2024
To effectively capture and explain complex, nonlinear relationships within bicycle crash frequency data and account for unobserved heterogeneity simultaneously, this study proposes a new hybrid framework that combines the Random Forest-based SHapley ...
Humans Machine Learning Accidents, Traffic Models, Statistical Algorithms London Risk Factors Bicycling Support Vector Machine Regression Analysis Bayes Theorem Random Forest
View on PubMed DOI

Machine learning predicts acute respiratory failure in pancreatitis patients: A retrospective study.

International journal of medical informatics Sep 14, 2024
PURPOSE: The purpose of the research is to design an algorithm to predict the occurrence of acute respiratory failure (ARF) in patients with acute pancreatitis (AP).
ROC Curve Logistic Models Acute Disease Bayes Theorem Adult Male Humans Middle Aged Machine Learning Respiratory Insufficiency Pancreatitis Algorithms Retrospective Studies Female Aged
View on PubMed DOI

Bayesian optimized multimodal deep hybrid learning approach for tomato leaf disease classification.

Scientific reports Sep 14, 2024
Manual identification of tomato leaf diseases is a time-consuming and laborious process that may lead to inaccurate results without professional assistance. Therefore, an automated, early, and precise leaf disease recognition system is essential for ...
Solanum lycopersicum Plant Diseases Support Vector Machine Plant Leaves Bayes Theorem Neural Networks, Computer Machine Learning Algorithms Deep Learning
View on PubMed DOI

Cognitive activity analysis of Parkinson's patients using artificial intelligence techniques.

Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology Sep 11, 2024
PURPOSE: The development of modern Artificial Intelligence (AI) based models for the early diagnosis of Parkinson's disease (PD) has been gaining deep attention by researchers recently. In particular, the use of different types of datasets (voice, ha...
Bayes Theorem Female Aged Male Middle Aged Cognition Support Vector Machine Parkinson Disease Humans Artificial Intelligence
View on PubMed DOI

piRNA in Machine-Learning-Based Diagnostics of Colorectal Cancer.

Molecules (Basel, Switzerland) Sep 11, 2024
Objective biomarkers are crucial for early diagnosis to promote treatment and raise survival rates for diseases. With the smallest non-coding RNAs-piwi-RNAs (piRNAs)-and their transcripts, we sought to identify if these piRNAs could be used as biomar...
Piwi-Interacting RNA Colorectal Neoplasms Humans Biomarkers, Tumor Machine Learning Bayes Theorem Algorithms RNA, Small Interfering
View on PubMed DOI

Handling missing data and measurement error for early-onset myopia risk prediction models.

BMC medical research methodology Sep 6, 2024
BACKGROUND: Early identification of children at high risk of developing myopia is essential to prevent myopia progression by introducing timely interventions. However, missing data and measurement error (ME) are common challenges in risk prediction m...
Female Risk Factors Male Risk Assessment Humans Machine Learning Child ROC Curve Logistic Models Models, Statistical Myopia China Cohort Studies Bayes Theorem Age of Onset
View on PubMed DOI

Investigating PCB degradation by indigenous fungal strains isolated from the transformer oil-contaminated site: degradation kinetics, Bayesian network, artificial neural networks, QSAR with DFT, molecular docking, and molecular dynamics simulation.

Environmental science and pollution research international Sep 6, 2024
The widespread prevalence of polychlorinated biphenyls (PCBs) in the environment has raised major concerns due to the associated risks to human health, wildlife, and ecological systems. Here, we investigated the degradation kinetics, Bayesian network...
Molecular Dynamics Simulation Polychlorinated Biphenyls Molecular Docking Simulation Biodegradation, Environmental Neural Networks, Computer Quantitative Structure-Activity Relationship Bayes Theorem Fungi Soil Pollutants Kinetics
View on PubMed DOI

Predicting Mortality in Sepsis-Associated Acute Respiratory Distress Syndrome: A Machine Learning Approach Using the MIMIC-III Database.

Journal of intensive care medicine Sep 5, 2024
BackgroundTo develop and validate a mortality prediction model for patients with sepsis-associated Acute Respiratory Distress Syndrome (ARDS).MethodsThis retrospective cohort study included 2466 patients diagnosed with sepsis and ARDS within 24 h of ...
Female Aged Male Middle Aged Databases, Factual Retrospective Studies Intensive Care Units Humans Logistic Models Machine Learning Respiratory Distress Syndrome Predictive Value of Tests Sepsis Bayes Theorem Hospital Mortality ROC Curve
View on PubMed DOI
Popular Topics
Recent Journals