Deep learning radiomics of dual-energy computed tomography for predicting lymph node metastases of pancreatic ductal adenocarcinoma

C An, D Li, S Li, W Li, T Tong, L Liu, D Jiang… - European journal of …, 2022 - Springer
Purpose Diagnosis of lymph node metastasis (LNM) is critical for patients with pancreatic
ductal adenocarcinoma (PDAC). We aimed to build deep learning radiomics (DLR) models …

Dual-Energy Computed Tomography in Detecting and Predicting Lymph Node Metastasis in Malignant Tumor Patients: A Comprehensive Review

M Chen, Y Jiang, X Zhou, D Wu, Q Xie - Diagnostics, 2024 - mdpi.com
The accurate and timely assessment of lymph node involvement is paramount in the
management of patients with malignant tumors, owing to its direct correlation with cancer …

Diagnosing cervical lymph node metastasis in oral squamous cell carcinoma based on third-generation dual-source, dual-energy computed tomography

YH Luo, XL Mei, QR Liu, B Jiang, S Zhang, K Zhang… - European …, 2023 - Springer
Objectives To investigate the potential of dual-energy computed tomography (DECT)
parameters in identifying metastatic cervical lymph nodes in oral squamous cell carcinoma …

[HTML][HTML] Can quantitative parameters of spectral computed tomography predict lymphatic metastasis in lung cancer? a systematic review and meta-analysis

T Wang, Z Fan, L Zou, Y Hou - Radiotherapy and Oncology, 2023 - Elsevier
Background and purpose This study evaluated the use of quantitative spectral computed
tomography (CT) parameters to identify lymph node metastasis (LM) in lung cancer …

Development and validation of a dual-energy CT-based model for predicting the number of central lymph node metastases in clinically node-negative papillary thyroid …

W Chen, G Lin, F Cheng, C Kong, X Li, Y Zhong… - Academic …, 2024 - Elsevier
Rationale and Objectives This study aimed to develop and validate a dual-energy CT
(DECT)-based model for preoperative prediction of the number of central lymph node …

Diagnostic value of contrast-enhanced ultrasonography in the preoperative evaluation of lymph node metastasis in papillary thyroid carcinoma: a single-center …

Z Yang, X Wang, T Tao, J Zou, Z Qiu, L Wang, H Du… - BMC surgery, 2023 - Springer
Background Contrast-enhanced ultrasound (CEUS) has been recently used for the
assessment of cervical lymph node metastasis (LNM) to guide surgical operation in patients …

[HTML][HTML] Iodine map histogram metrics in early-stage breast cancer: prediction of axillary lymph node metastasis status

F Zeng, L Chen, L Lin, H Hu, J Li, P He… - … Imaging in Medicine …, 2022 - ncbi.nlm.nih.gov
Background Variations in axillary lymph node (ALN) metastatic potential between different
breast cancers lead to microscopical alterations in tumor perfusion heterogeneity. This study …

[HTML][HTML] Value of dual-layer spectral detector CT in predicting lymph node metastasis of non-small cell lung cancer

X Xie, H Yan, K Liu, W Guan, K Luo, Y Ma… - … Imaging in Medicine …, 2024 - ncbi.nlm.nih.gov
Background The accurate assessment of lymph node metastasis (LNM) is crucial for the
staging, treatment, and prognosis of lung cancer. In this study, we explored the potential …

The diagnostic value of dual-layer CT in the assessment of lymph nodes in lymphoma patients with PET/CT as a reference standard

Z Tan, H Mei, C Qin, X Zhang, M Yang, L Zhang… - Scientific Reports, 2023 - nature.com
This study aimed to evaluate the diagnostic performances of dual-layer CT (DLCT) for the
identification of positive lymph nodes (LNs) in patients with lymphoma and retrospectively …

Dual-source dual-energy CT and deep learning for equivocal lymph nodes on CT images for thyroid cancer

S Li, X Wei, L Wang, G Zhang, L Jiang, X Zhou… - European …, 2024 - Springer
Objectives This study investigated the diagnostic performance of dual-energy computed
tomography (CT) and deep learning for the preoperative classification of equivocal lymph …