Hybrid 3D CNN-LSTM Model for rs-fMRI-Based Parkinson’s Prediction

Hybrid 3D CNN-LSTM Model for rs-fMRI-Based Parkinson’s Prediction

Parkinson’s disease (PD) is caused by dopamine neuron loss. Dopaminergic neurons in the “substantia nigra” which gradually die. Accurate and timely diagnosis is essential for treating Parkinson’s disease (PD). In this research, we present a unique method using Long Short-Term Memory and a 3D Convolu...

Full description

Saved in:
Bibliographic Details
Main Authors: Salman Ibne Eunus, Sakib Rokoni, Mitheela Das Armisha, Jasia Hossain Omi, Asika Islam, Farah Binta Haque
Format: Article
Language:English
Published: Shaheed Zulfikar Ali Bhutto Institute of Science and Technology 2025-06-01
Series:JISR on Computing
Subjects:
Disease
Deep Learning
Parkinson’s Disease
Early Detection
Online Access:https://jisrc.szabist.edu.pk/ojs/index.php/jisrc/article/view/242
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items