Transformer-Based Hierarchical Model for Non-Small Cell Lung Cancer Detection and Classification

Transformer-Based Hierarchical Model for Non-Small Cell Lung Cancer Detection and Classification

Lung cancer is the leading cause of cancer-related deaths worldwide. Early diagnosis significantly improves the 5-year survival rate from 6% in patients with metastatic cancer to 60% in those with localized cancer. Histopathological examination is the gold standard for lung cancer diagnosis, but ana...

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Bibliographic Details
Main Authors: Muhammad Imran, Bushra Haq, Ersin Elbasi, Ahmet E. Topcu, Wei Shao
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Non-small cell lung cancer
neural network
vision transformers
convolutional neural networks
classification
adenocarcinoma
Online Access:https://ieeexplore.ieee.org/document/10643966/

Internet

https://ieeexplore.ieee.org/document/10643966/

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