[HTML][HTML] 3D radiomics predicts EGFR mutation, exon-19 deletion and exon-21 L858R mutation in lung adenocarcinoma

G Liu, Z Xu, Y Ge, B Jiang, H Groen… - … lung cancer research, 2020 - ncbi.nlm.nih.gov
Background To establish a radiomic approach to identify epidermal growth factor receptor (EGFR)
mutation status in lung adenocarcinoma patients based on CT images, and to …

The performance of a dual-energy CT derived radiomics model in differentiating serosal invasion for advanced gastric cancer patients after neoadjuvant …

…, J Tan, L Wang, J Zhang, C Yang, Q Ma, Y Ge… - Frontiers in …, 2021 - frontiersin.org
Objectives The aim was to determine whether the dual-energy CT radiomics model derived
from an iodine map (IM) has incremental diagnostic value for the model based on 120-kV …

Development and validation of a machine learning-based radiomics model on cardiac computed tomography of epicardial adipose tissue in predicting characteristics …

M Yang, Q Cao, Z Xu, Y Ge, S Li, F Yan… - Frontiers in …, 2022 - frontiersin.org
Purpose This study aimed to evaluate the feasibility of differentiating the atrial fibrillation (AF)
subtype and preliminary explore the prognostic value of AF recurrence after ablation using …

Radiomics analysis of dual-energy CT-derived iodine maps for diagnosing metastatic cervical lymph nodes in patients with papillary thyroid cancer

Y Zhou, GY Su, H Hu, YQ Ge, Y Si, MP Shen, XQ Xu… - European …, 2020 - Springer
… One of the authors of this manuscript (Ying-Qian Ge) is an employee of Siemens Healthineers.
The remaining authors declare no relationships with any companies whose products or …

Combination of computed tomography imaging-based radiomics and clinicopathological characteristics for predicting the clinical benefits of immune checkpoint …

…, J Zhong, S Yin, L Huang, C Zhou, X Li, YQ Ge… - Respiratory …, 2021 - Springer
Background In this study, we tested whether a combination of radiomic features extracted from
baseline pre-immunotherapy computed tomography (CT) images and clinicopathological …

Development and validation of a deepsurv nomogram to predict survival outcomes and guide personalized adjuvant chemotherapy in non-small cell lung cancer

…, A Li, L Ma, J Zhong, S Yin, C Zhou, Y Ge… - Frontiers in …, 2022 - frontiersin.org
Objective To develop and validate a DeepSurv nomogram based on radiomic features
extracted from computed tomography images and clinicopathological factors, to predict the …

Dual-energy CT iodine concentration to evaluate postoperative pancreatic fistula after pancreatoduodenectomy

HY Shi, ZP Lu, MN Li, YQ Ge, KR Jiang, Q Xu - Radiology, 2022 - pubs.rsna.org
Background Pancreatic fibrosis and fatty infiltration are associated with postoperative
pancreatic fistula (POPF), but accurate preoperative assessment remains a challenge. Iodine …

Correlations Study Between 18F-FDG PET/CT Metabolic Parameters Predicting Epidermal Growth Factor Receptor Mutation Status and Prognosis in Lung …

B Yang, QG Wang, M Lu, Y Ge, YJ Zheng, H Zhu… - Frontiers in …, 2019 - frontiersin.org
Purpose: This study assessed the ability of metabolic parameters from 18 Fluorodeoxyglucose
positron emission tomography/computed tomography ( 18 F-FDG PET/CT) and …

A radiomic approach to predict myocardial fibrosis on coronary CT angiography in hypertrophic cardiomyopathy

L Qin, C Chen, S Gu, M Zhou, Z Xu, Y Ge, F Yan… - International Journal of …, 2021 - Elsevier
Background Late gadolinium enhancement (LGE) derived from cardiac magnetic resonance
(CMR) represents myocardial fibrosis (MF) and is associated with prognosis in hypertrophic …

Whole-tumour evaluation with MRI and radiomics features to predict the efficacy of S-1 for adjuvant chemotherapy in postoperative pancreatic cancer patients: A pilot …

L Liang, Y Ding, Y Yu, K Liu, S Rao, Y Ge, M Zeng - BMC Medical Imaging, 2021 - Springer
Background Multiple guidelines for pancreatic ductal adenocarcinoma (PDAC) suggest that
all stages of patients need to receive postoperative adjuvant chemotherapy. S-1 is a recently …