Revolutionizing Lung Segmentation with Machine Learning: A Critical Review of Techniques in Medical Imaging

Revolutionizing Lung Segmentation with Machine Learning: A Critical Review of Techniques in Medical Imaging

Medical imaging is a critical tool for diagnosing and treating various diseases such as Chronic Obstructive Pulmonary Disease (COPD), tuberculosis, lung cancer, and Coronavirus. Techniques such as X-rays, Computed Tomography (CT), Magnetic Resonance Imaging (MRI), and Positron Emission Tomography (...

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Bibliographic Details
Main Authors: Momina Aisha, Moazma Ijaz, Nimra Tariq, Sehar Anjum, Sidra Siddiqui, Usman Hashmi
Format: Article
Language:English
Published: Sir Syed University of Engineering and Technology, Karachi. 2024-12-01
Series:Sir Syed University Research Journal of Engineering and Technology
Subjects:
Computed Tomography
Convolutional Neural Networks
Lung Segmentation
Machine/Deep Learning
Medical Image Segmentation
Online Access:http://www.sirsyeduniversity.edu.pk/ssurj/rj/index.php/ssurj/article/view/643
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