Frontiers

Bayesian workflow for the investigation of hierarchical classification models from tau-PET and structural MRI data across the Alzheimer’s disease spectrum

Background: Alzheimer’s disease (AD) diagnosis in its early stages remains difficult with current diagnostic approaches. Though tau neurofibrillary tangles (NFTs) generally follow the stereotypical ...
GitHub

haiderzulfiqar72/CIFAR-10-Image-Classification-with-Bayesian-Classifiers

There was an error while loading. Please reload this page. The CIFAR-10 Bayesian Classifier is an open-source project that aims to implement and explore the ...
GitHub

MuhammadShahzaibAli/CIFAR-10-Bayesian-Classifier

The CIFAR-10 Bayesian Classifier is an open-source project that implements a Bayesian classifier for the CIFAR-10 dataset. The project focuses on two main components: Naive Bayes classification and ...
marktechpost

This AI Paper Proposes a Novel Bayesian Deep Learning Model with Kernel Dropout Designed to Enhance the Reliability of Predictions in Medical Text Classification Tasks

Integrating artificial intelligence (AI) in healthcare transforms medical practices by improving diagnostics and treatment planning accuracy and efficiency. By leveraging advanced algorithms, AI ...
marktechpost

BEAL: A Bayesian Deep Active Learning Method for Efficient Deep Multi-Label Text Classification

Multi-label text classification (MLTC) assigns multiple relevant labels to a text. While deep learning models have achieved state-of-the-art results in this area, they require large amounts of labeled ...
Scientific Research Publishing

Bayesian Classifier Based on Robust Kernel Density Estimation and Harris Hawks Optimisation ()

In real-world applications, datasets frequently contain outliers, which can hinder the generalization ability of machine learning models. Bayesian classifiers, a popular supervised learning method, ...
Frontiers

Automated deep bottleneck residual 82-layered architecture with Bayesian optimization for the classification of brain and common maternal fetal ultrasound planes

Despite a worldwide decline in maternal mortality over the past two decades, a significant gap persists between low- and high-income countries, with 94% of maternal mortality concentrated in low and ...