News-Medical.Net

CNN-based system improves lung nodule detection and classification

Lung cancer remains the leading cause of cancer-related mortality worldwide. Early detection of pulmonary nodules is crucial for timely diagnosis and effective treatment.
The Lancet

When to and when not to use machine learning in risk prediction models

Machine learning for health data science, fuelled by proliferation of data and reduced computational costs, has garnered ...
IEEE

Hybrid Deep Learning Models for Plant Leaf Disease Detection: A Comparison of Classification and Feature Extraction Techniques

Abstract: Prompt diagnosis of plant disease at an early stage is crucial for sustainable agriculture and food security. Deep learning approaches, more specifically convolutional neural networks (CNNs) ...
IEEE

How Far Can a Linear Model Go? Federated SVM Models for Security Requirements Classification

Abstract: Identifying security-related requirements early is vital for preventing vulnerabilities in software systems. This paper proposes a lightweight, privacy-preserving approach using federated ...