CT-based radiomics deep learning signatures for non-invasive prediction of metastatic potential in pheochromocytoma and paraganglioma: a multicohort study

Metastatic potential of PPGL affects surgical approaches and prognosis. CT-based radiomics deep learning signatures can predict the metastatic potential in PPGL.3. The combined model's predictive ability remains robust below the 6-cm threshold. The combined model's predictive ability remains robust below the 6-cm threshold.

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Publication Details

Journal
Insights into Imaging
Published
2025-04-05
DOI
https://doi.org/10.1186/s13244-025-01952-4
Citations
7
Primary Topic
Adrenal and Paraganglionic Tumors
Type
article
Field-Weighted Citation Impact
14.04

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article

CT-based radiomics deep learning signatures for non-invasive prediction of metastatic potential in pheochromocytoma and paraganglioma: a multicohort study

Lianggeng Gong, Jinhong Zhao, Linhua Zhong, Yongming Tan et al.
7 citations
Insights into Imaging
Adrenal and Paraganglionic Tumors
14.04
article

CT-based radiomics deep learning signatures for non-invasive prediction of metastatic potential in pheochromocytoma and paraganglioma: a multicohort study

Lianggeng Gong, Jinhong Zhao, Linhua Zhong, Yongming Tan, Yongjie Zhou, Yuan Zhan, Fei Zou, Lan Liu, Jiayu Nan, Qiao Zeng, Xuechao Zhu
article en
7 citations

Abstract

Metastatic potential of PPGL affects surgical approaches and prognosis. CT-based radiomics deep learning signatures can predict the metastatic potential in PPGL.3. The combined model's predictive ability remains robust below the 6-cm threshold. The combined model's predictive ability remains robust below the 6-cm threshold.

Insights into ImagingVol. 16(1)
Nanchang University (CN), First Affiliated Hospital of Jiangxi Medical College (CN), Jiangxi Provincial Cancer Hospital (CN), Second Affiliated Hospital of Nanchang University (CN), First Affiliated Hospital of Nanchang University (CN)
Nanchang University, Wu Jieping Medical Foundation
Openalex Percentile: Top 1%
Adrenal and Paraganglionic Tumors
14.04
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