Enhanced CT Based Texture Analysis and Machine Learning for Differentiation between Adenolymphoma and Mixed Tumors of the Parotid Gland
Objective: To explore the application of enhanced computed tomography (CT)-based texture analysis combined with machine learning in the differential diagnosis of adenolymphomas and mixed tumors of the parotid gland. Methods: We retrospectively analyzed 21 and 19 cases of adenolymphomas and mixed tum...
Main Authors: | Xiaoxiao MAO, Shusheng MA, Liang LU, Jiugang SHI, Lei ZHANG |
---|---|
Format: | Article |
Language: | English |
Published: |
Editorial Office of Computerized Tomography Theory and Application
2023-01-01
|
Series: | CT Lilun yu yingyong yanjiu |
Subjects: | |
Online Access: | https://www.cttacn.org.cn/cn/article/doi/10.15953/j.ctta.2022.027 |
Similar Items
-
Enhanced CT combined with texture analysis for differential diagnosis of pleomorphic adenoma and adenolymphoma
by: Feifei Xia, et al.
Published: (2023-10-01) -
Radiomic nomogram for discriminating parotid pleomorphic adenoma from parotid adenolymphoma based on grayscale ultrasonography
by: Yi Mao, et al.
Published: (2024-01-01) -
Solitary Fibrous Tumor of the Parotid Gland: A Case Report
by: Ryan Yu, et al.
Published: (2015-09-01) -
CT-based radiomics with various classifiers for histological differentiation of parotid gland tumors
by: Yang Lu, et al.
Published: (2023-03-01) -
Beyond Ultrasound: Multimodal Cross-Sectional Imaging for Preoperative Imaging of Parotid Gland Tumors: A Primer for Radiology Trainees
by: Esmat Mahmoud, et al.
Published: (2024-01-01)