Role of radiomics in predicting lymph node metastasis in gastric cancer: a systematic review

Role of radiomics in predicting lymph node metastasis in gastric cancer: a systematic review

IntroductionGastric cancer (GC) is an aggressive and clinically heterogeneous tumor, and better risk stratification of lymph node metastasis (LNM) could lead to personalized treatments. The role of radiomics in the prediction of nodal involvement in GC has not yet been systematically assessed. This...

Full description

Bibliographic Details
Main Authors:	Francesco Miccichè, Gianluca Rizzo, Calogero Casà, Mariavittoria Leone, Giuseppe Quero, Luca Boldrini, Milutin Bulajic, Domenico Cristiano Corsi, Vincenzo Tondolo
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2023-08-01
Series:	Frontiers in Medicine
Subjects:	radiomics gastric cancer lymph node metastasis predictive model systematic review
Online Access:	https://www.frontiersin.org/articles/10.3389/fmed.2023.1189740/full

Similar Items

A MRI radiomics-based model for prediction of pelvic lymph node metastasis in cervical cancer
by: Tao Wang, et al.
Published: (2024-02-01)

Bibliometric and visual analysis of radiomics for evaluating lymph node status in oncology
by: Gui-Wen Lyu, et al.
Published: (2024-11-01)

Magnetic Resonance Imaging Radiomics-Based Model for Prediction of Lymph Node Metastasis in Cervical Cancer
by: Shi Z, et al.
Published: (2025-03-01)

Ultrasound radiomics based on axillary lymph nodes images for predicting lymph node metastasis in breast cancer
by: Yu-Long Tang, et al.
Published: (2023-10-01)

Will Radiomics Replace Sentinel Lymph Node Biopsy?
by: Abdullah S. Eldaly, et al.
Published: (2022-04-01)

Feasibility of a CT-based lymph node radiomics nomogram in detecting lymph node metastasis in PDAC patients
by: Qian Li, et al.
Published: (2022-10-01)

A CT-based radiomics model for predicting lymph node metastasis in hepatic alveolar echinococcosis patients to support lymph node dissection
by: Yinshu Zhou, et al.
Published: (2024-08-01)

Radiomics-based lymph nodes prognostic models from three MRI regions in nasopharyngeal carcinoma
by: Hui Xie, et al.
Published: (2024-05-01)

Deep Learning Radiomics to Predict Regional Lymph Node Staging for Hilar Cholangiocarcinoma
by: Yubizhuo Wang, et al.
Published: (2021-10-01)

Prediction of cervical lymph node metastasis in solitary papillary thyroid carcinoma based on ultrasound radiomics analysis
by: Mei hua Li, et al.
Published: (2024-01-01)

Dual-phase contrast-enhanced CT-based intratumoral and peritumoral radiomics for preoperative prediction of lymph node metastasis in gastric cancer
by: Yun-hui Zhou, et al.
Published: (2025-02-01)

The CT-based intratumoral and peritumoral machine learning radiomics analysis in predicting lymph node metastasis in rectal carcinoma
by: Hang Yuan, et al.
Published: (2022-11-01)

A Potential Radiomics–Clinical Model for Predicting Failure of Lymph Node Control after Definite Radiotherapy in Locally Advanced Head and Neck Cancer
by: Seunghak Lee, et al.
Published: (2024-01-01)

Prediction of the axillary lymph-node metastatic burden of breast cancer by 18F-FDG PET/CT-based radiomics
by: Yan Li, et al.
Published: (2024-06-01)

Predicting central lymph node metastasis in patients with papillary thyroid carcinoma based on ultrasound radiomic and morphological features analysis
by: Xiang Yan, et al.
Published: (2023-08-01)

The value of intra- and peri-tumor ultrasound-based radiomics in predicting lymph node metastasis of thyroid carcinoma
by: SHI Lin, et al.
Published: (2025-02-01)

Radiomic Model Predicts Lymph Node Response to Induction Chemotherapy in Locally Advanced Head and Neck Cancer
by: Michael H. Zhang, et al.
Published: (2021-03-01)

Ultrasound radiomics nomogram for predicting large-number cervical lymph node metastasis in papillary thyroid carcinoma
by: Meiwu Zhang, et al.
Published: (2023-06-01)

MRI-based multiregional radiomics for predicting lymph nodes status and prognosis in patients with resectable rectal cancer
by: Hang Li, et al.
Published: (2023-01-01)

Research Progress of Ultrasound Radiomics in Predicting Axillary Lymph Node Metastasis of Breast Cancer
by: GAO Yuanjing, et al.
Published: (2021-11-01)

Radiomics nomogram for the preoperative prediction of lymph node metastasis in pancreatic ductal adenocarcinoma
by: Yun Bian, et al.
Published: (2022-01-01)

A radiomics nomogram for the ultrasound-based evaluation of central cervical lymph node metastasis in papillary thyroid carcinoma
by: Quan Wen, et al.
Published: (2022-11-01)

Utility of diffusion weighted imaging-based radiomics nomogram to predict pelvic lymph nodes metastasis in prostate cancer
by: Xiang Liu, et al.
Published: (2022-11-01)

Machine learning-driven ultrasound radiomics for assessing axillary lymph node burden in breast cancer
by: Si-Rui Wang, et al.
Published: (2025-02-01)

Contrast‐Enhanced Ultrasound‐Based Radiomics for the Prediction of Axillary Lymph Nodes Status in Breast Cancer
by: Haimei Lun, et al.
Published: (2024-10-01)

Radiomics analysis based on CT for predicting lymph node metastasis and prognosis in duodenal papillary carcinoma
by: Chao-Tao Tang, et al.
Published: (2024-06-01)

Ultrasound radiomics signature for predicting central lymph node metastasis in clinically node-negative papillary thyroid microcarcinoma
by: Jie Liu, et al.
Published: (2024-02-01)

Intra- and peri-tumoral radiomics for predicting the sentinel lymph node metastasis in breast cancer based on preoperative mammography and MRI
by: Yuan Cheng, et al.
Published: (2022-12-01)

Prediction of lymph node metastasis in advanced gastric adenocarcinoma based on dual-energy CT radiomics: focus on the features of lymph nodes with a short axis diameter ≥6 mm
by: Yang You, et al.
Published: (2024-03-01)

MRI radiomics and biological correlations for predicting axillary lymph node burden in early-stage breast cancer
by: Minping Hong, et al.
Published: (2024-09-01)

Application of ultrasound elastography and radiomic for predicting central cervical lymph node metastasis in papillary thyroid microcarcinoma
by: Liuxi Wu, et al.
Published: (2024-05-01)

A meta-analysis of based radiomics for predicting lymph node metastasis in patients with biliary tract cancers
by: Yuhu Ma, et al.
Published: (2023-01-01)

Utilizing multiclassifier radiomics analysis of ultrasound to predict high axillary lymph node tumour burden in node-positive breast cancer patients: a multicentre study
by: Jiangfeng Wu, et al.
Published: (2024-12-01)

Noninvasive prediction of node-positive breast cancer response to presurgical neoadjuvant chemotherapy therapy based on machine learning of axillary lymph node ultrasound
by: Hao Zhang, et al.
Published: (2023-05-01)

An advanced nomogram model using deep learning radiomics and clinical data for predicting occult lymph node metastasis in lung adenocarcinoma
by: Guanchao Ye, et al.
Published: (2024-06-01)

Ultrasound radiomics models based on multimodal imaging feature fusion of papillary thyroid carcinoma for predicting central lymph node metastasis
by: Quan Dai, et al.
Published: (2023-10-01)

Models of ultrasonic radiomics and clinical characters for lymph node metastasis assessment in thyroid cancer: a retrospective study
by: Hui Zhu, et al.
Published: (2023-01-01)

Can we skip invasive biopsy of sentinel lymph nodes? A preliminary investigation to predict sentinel lymph node status using PET/CT-based radiomics
by: Liping Yang, et al.
Published: (2024-10-01)

Prediction of axillary lymph node metastasis using a magnetic resonance imaging radiomics model of invasive breast cancer primary tumor
by: Wei Shi, et al.
Published: (2024-09-01)

Effects of MRI radiomics combined with clinical data in evaluating lymph node metastasis in mrT1-3a staging rectal cancer
by: Xue Dong, et al.
Published: (2023-10-01)