AIMC Topic: Bayes Theorem

Clear Filters Showing 141 to 150 of 1774 articles

Accurate Arrhythmia Classification with Multi-Branch, Multi-Head Attention Temporal Convolutional Networks.

Sensors (Basel, Switzerland) Dec 19, 2024
Electrocardiogram (ECG) signals contain complex and diverse features, serving as a crucial basis for arrhythmia diagnosis. The subtle differences in characteristics among various types of arrhythmias, coupled with class imbalance issues in datasets, ...
Signal Processing, Computer-Assisted Arrhythmias, Cardiac Databases, Factual Electrocardiography Humans Bayes Theorem Neural Networks, Computer Algorithms
View on PubMed DOI

Detecting cardiovascular diseases using unsupervised machine learning clustering based on electronic medical records.

BMC medical research methodology Dec 19, 2024
BACKGROUND: Electronic medical records (EMR)-trained machine learning models have the potential in CVD risk prediction by integrating a range of medical data from patients, facilitate timely diagnosis and classification of CVDs. We tested the hypothe...
Bayes Theorem China Cluster Analysis Unsupervised Machine Learning Electronic Health Records Female Humans Aged Adult Machine Learning Male Cardiovascular Diseases Middle Aged
View on PubMed DOI

Accuracy of symptom checker for the diagnosis of sexually transmitted infections using machine learning and Bayesian network algorithms.

BMC infectious diseases Dec 18, 2024
BACKGROUND: A significant proportion of individuals with symptoms of sexually transmitted infection (STI) delay or avoid seeking healthcare, and digital diagnostic tools may prompt them to seek healthcare earlier. Unfortunately, none of the currently...
Bayes Theorem Algorithms Prospective Studies Female Surveys and Questionnaires Sexually Transmitted Diseases Adult Male Humans Machine Learning
View on PubMed DOI

Predicting maternal risk level using machine learning models.

BMC pregnancy and childbirth Dec 18, 2024
BACKGROUND: Maternal morbidity and mortality remain critical health concerns globally. As a result, reducing the maternal mortality ratio (MMR) is part of goal 3 in the global sustainable development goals (SDGs), and previously, it was an important ...
Machine Learning Algorithms Pregnancy Humans Neural Networks, Computer Logistic Models Support Vector Machine Principal Component Analysis Bayes Theorem Female Adult Risk Assessment Oman Maternal Mortality
View on PubMed DOI

Machine learning-based predictive models for perioperative major adverse cardiovascular events in patients with stable coronary artery disease undergoing noncardiac surgery.

Computer methods and programs in biomedicine Dec 13, 2024
BACKGROUND AND OBJECTIVE: Accurate prediction of perioperative major adverse cardiovascular events (MACEs) is crucial, as it not only aids clinicians in comprehensively assessing patients' surgical risks and tailoring personalized surgical and periop...
Machine Learning Surgical Procedures, Operative Humans Female ROC Curve Middle Aged Risk Factors Aged Bayes Theorem Risk Assessment Male Coronary Artery Disease
View on PubMed DOI

A supervised machine learning statistical design of experiment approach to modeling the barriers to effective snakebite treatment in Ghana.

PLoS neglected tropical diseases Dec 13, 2024
BACKGROUND: Snakebite envenoming is a serious condition that affects 2.5 million people and causes 81,000-138,000 deaths every year, particularly in tropical and subtropical regions. The World Health Organization has set a goal to halve the deaths an...
Bayes Theorem Supervised Machine Learning Antivenins Adolescent Humans Ghana Male Young Adult Child Adult Snake Bites Models, Statistical Middle Aged Female
View on PubMed DOI

A machine learning approach for identifying anatomical biomarkers of early mild cognitive impairment.

PeerJ Dec 13, 2024
BACKGROUND: Alzheimer's Disease (AD) poses a major challenge as a neurodegenerative disorder, and early detection is critical for effective intervention. Magnetic resonance imaging (MRI) is a critical tool in AD research due to its availability and c...
Aged, 80 and over Early Diagnosis Brain Male Humans Female Magnetic Resonance Imaging Cognitive Dysfunction Neuroimaging Machine Learning Aged Bayes Theorem Biomarkers Alzheimer Disease
View on PubMed DOI

A novel strategy for the MPPT in a photovoltaic system via sliding modes control.

PloS one Dec 13, 2024
This paper proposes a robust maximum power point tracking algorithm based on a super twisting sliding modes controller. The underlying idea is solving the classical trajectory tracking control problem where the maximum power point defines the referen...
Algorithms Electric Power Supplies Computer Simulation Models, Theoretical Neural Networks, Computer Temperature Bayes Theorem Solar Energy
View on PubMed DOI

Unsupervised Bayesian generation of synthetic CT from CBCT using patient-specific score-based prior.

Medical physics Dec 12, 2024
BACKGROUND: Cone-beam computed tomography (CBCT) scans, performed fractionally (e.g., daily or weekly), are widely utilized for patient alignment in the image-guided radiotherapy (IGRT) process, thereby making it a potential imaging modality for the ...
Cone-Beam Computed Tomography Unsupervised Machine Learning Image Processing, Computer-Assisted Humans Bayes Theorem
View on PubMed DOI

Adaptive expert fusion model for online wind power prediction.

Neural networks : the official journal of the International Neural Network Society Dec 10, 2024
Wind power prediction is a challenging task due to the high variability and uncertainty of wind generation and weather conditions. Accurate and timely wind power prediction is essential for optimal power system operation and planning. In this paper, ...
Uncertainty Forecasting Neural Networks, Computer Wind Bayes Theorem
View on PubMed DOI
Popular Topics
Recent Journals