MSTD: A Multi-Scale Transformer-Based Method to Diagnose Benign and Malignant Lung Nodules

MSTD: A Multi-Scale Transformer-Based Method to Diagnose Benign and Malignant Lung Nodules

The identification of benign and malignant lung nodules is crucial for timely treatment to reduce the risk of the progression and metastasis of diseases. However, the varied sizes, diverse morphologies, non-fixed positions, and dynamic growth of lung nodules in computed tomography (CT) images make t...

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Bibliographic Details
Main Authors: Xiaoyu Zhao, Jiao Li, Man Qi, Xuxin Chen, Wei Chen, Yongqun Li, Qi Liu, Jiajia Tang, Zhihai Han, Chunyang Zhang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
MSTD
multi-scale network
multi-scale transformer fusion
lung nodule diagnosis
Online Access:https://ieeexplore.ieee.org/document/10844082/
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