Neural Networks vs. Regression: A Comparative Analysis in Medical Data Processing

Neural Networks vs. Regression: A Comparative Analysis in Medical Data Processing

Background and Aim: The increasing adoption of artificial intelligence (AI) in medical research offered alternative methods for medical data processing. This study evaluated comparatively the predictive performance of feedforward neural networks (FFNN) regression versus classical statistical regres...

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Bibliographic Details
Main Authors: Minodora ANDOR, Gheorghe Ioan MIHALAŞ
Format: Article
Language:English
Published: Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca 2025-05-01
Series:Applied Medical Informatics
Subjects:
Neural Networks
Regression Analysis
Medical Data Processing
AI in Healthcare, Medical AI, Healthcare Statistics, Predictive Modeling, Medical Data Analysis, Sensitivity Analysis, AUC-ROC, Cross-validation, Model Validation, Federated Learning.
Online Access:https://ami.info.umfcluj.ro/index.php/AMI/article/view/1132
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