YEAR 2025 / VOL. 1 / NO. 1

Artificial Intelligence

Published on June 01, 2025

2 articles

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Machine Learning Approaches in Early Cancer Detection

By Jan Novák

Abstract

This paper explores the application of supervised and unsupervised machine learning models for early-stage cancer detection using publicly available datasets. We evaluate precision, recall, and AUC across five benchmark datasets.

Neural Networks for Real-Time Patient Monitoring

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By Jan Novák

Abstract

We propose a lightweight neural network architecture suitable for deployment on edge devices in hospital environments for continuous patient monitoring. The model achieves 94% accuracy while consuming under 5 MB of RAM.