Dementia Classification Based on Magnetic Resonance Scans Comparing Traditional and Modern Machine Learning Models’ Quintessence

Dementia Classification Based on Magnetic Resonance Scans Comparing Traditional and Modern Machine Learning Models’ Quintessence

Dementia is a neurodegenerative condition that affects many people globally, and early diagnosis is essential to slow down its progression. This paper aimed to analyze and compare several machine learning models used for the classification of Magnetic Resonance Imaging (MRI) scans of patients with...

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Bibliographic Details
Main Authors: Andreea POPOVICIU, Diogen BABUC, Todor IVAŞCU
Format: Article
Language:English
Published: Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca 2025-05-01
Series:Applied Medical Informatics
Subjects:
Dementia Classifications
Medical Imaging
Machine Learning Models
Statistical Indicators
Evaluation Metrics
Online Access:https://ami.info.umfcluj.ro/index.php/AMI/article/view/1109
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