A Novel Method for 3D Lung Tumor Reconstruction Using Generative Models

A Novel Method for 3D Lung Tumor Reconstruction Using Generative Models

Background: Lung cancer remains a significant health concern, and the effectiveness of early detection significantly enhances patient survival rates. Identifying lung tumors with high precision is a challenge due to the complex nature of tumor structures and the surrounding lung tissues. Methods: To...

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Bibliographic Details
Main Authors: Hamidreza Najafi, Kimia Savoji, Marzieh Mirzaeibonehkhater, Seyed Vahid Moravvej, Roohallah Alizadehsani, Siamak Pedrammehr
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Diagnostics
Subjects:
lung cancer
lung segmentation
tumor detection
3D tumor reconstruction
generative adversarial network
imbalanced data
Online Access:https://www.mdpi.com/2075-4418/14/22/2604
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