Peripheral pulmonary lesions classification using endobronchial ultrasonography images based on bagging ensemble learning and down-sampling technique

H Wang, K Shikano, T Nakajima, Y Nomura… - Applied Sciences, 2023 - mdpi.com
Lung cancer is the second most common cancer in the world, with an average five-year
survival rate of 15 percent. Approximately 238,340 people were diagnosed in the US in …

Enhancing Pulmonary Tumor Diagnosis Based on Endobronchial Ultrasound Images Through Cross-Domain Features Via Supervised Contrastive Learning

Z Chen, J Feng, X Wei, Q He, S Li… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Lung cancer stands as the deadliest malignancy globally. Compared to computed
tomography (CT), endobronchial ultrasound (EBUS) exhibits superior capabilities in …

Multi-Modal Features for Intelligent Differential Diagnosis of Solitary Pulmonary Tumors by Using Endobronchial Ultrasonography Images

Z Chen, J Feng, X Wei, Q He, S Li… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Lung cancer is the deadliest cancer worldwide. Endobronchial ultrasonography (EBUS)
images contain effective features that are helpful for the diagnosis of lung cancer. This study …