Advanced Machine Learning for Preschooler Magnetic Resonance Imaging Analysis in Classification of Anxiety Disorders

Advanced Machine Learning for Preschooler Magnetic Resonance Imaging Analysis in Classification of Anxiety Disorders

Numerous individuals suffer from anxiety disorder. Treatments for anxiety usually involve psychologists and counselors based on qualitative data from interviews and conversations to make an educated guess to classify their anxiety. We built a quantitative method for the diagnosis of anxiety, which c...

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Bibliographic Details
Main Authors: Salik Mian, Pranav Kunderu, Shivm Patel
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Engineering Proceedings
Subjects:
MRI
anxiety disorder
support vector machines (SVMs)
decision trees
logistic regression
transfer learning
Online Access:https://www.mdpi.com/2673-4591/89/1/7
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