Systematic review on the association of radiomics with tumor biological endpoints

A La Greca Saint-Esteven, D Vuong, F Tschanz… - Cancers, 2021 - mdpi.com
Simple Summary In this systematic review, we aim to highlight existing literature devoted to
the study of an association between medical imaging radiomics and cancer biological …

Whole-tumor texture model based on diffusion kurtosis imaging for assessing cervical cancer: a preliminary study

Q Zhang, X Yu, H Ouyang, J Zhang, S Chen, L Xie… - European …, 2021 - Springer
Objectives To evaluate the diagnostic potential of diffusion kurtosis imaging (DKI) functional
maps with whole-tumor texture analysis in differentiating cervical cancer (CC) subtype and …

[HTML][HTML] Deep-learning and conventional radiomics to predict IDH genotyping status based on magnetic resonance imaging data in adult diffuse glioma

H Zhang, X Fan, J Zhang, Z Wei, W Feng, Y Hu… - Frontiers in …, 2023 - ncbi.nlm.nih.gov
Objectives In adult diffuse glioma, preoperative detection of isocitrate dehydrogenase (IDH)
status helps clinicians develop surgical strategies and evaluate patient prognosis. Here, we …

A Survey of Radiomics in Precision Diagnosis and Treatment of Adult Gliomas

P Du, H Chen, K Lv, D Geng - Journal of Clinical Medicine, 2022 - mdpi.com
Glioma is the most common primary malignant tumor of the adult central nervous system
(CNS), which mostly shows invasive growth. In most cases, surgery is often difficult to …

Glioblastoma recurrence versus radiotherapy injury: combined model of diffusion kurtosis imaging and 11C-MET using PET/MRI may increase accuracy of …

H Dang, J Zhang, R Wang, J Liu, H Fu… - Clinical Nuclear …, 2022 - journals.lww.com
Purpose To evaluate the diagnostic potential of decision-tree model of diffusion kurtosis
imaging (DKI) and 11 C-methionine (11 C-MET) PET, for the differentiation of radiotherapy …

Structural-and DTI-MRI enable automated prediction of IDH Mutation Status in CNS WHO Grade 2–4 glioma patients: a deep Radiomics Approach

J Yuan, L Siakallis, HB Li, S Brandner, J Zhang… - BMC Medical …, 2024 - Springer
Background The role of isocitrate dehydrogenase (IDH) mutation status for glioma
stratification and prognosis is established. While structural magnetic resonance image (MRI) …

Radiomics-based MRI for predicting erythropoietin-producing hepatocellular receptor A2 expression and tumor grade in brain diffuse gliomas

X Liu, J Li, X Liao, Z Luo, Q Xu, H Pan, Q Zhou, Y Tao… - Neuroradiology, 2022 - Springer
Purpose EphA2 is a key factor underlying invasive propensity of gliomas, and is associated
with poor prognosis of tumors. We aimed to develop a radiomics-based imaging index for …

[HTML][HTML] 磁共振扩散成像在评估胶质瘤IDH-1 基因分型及肿瘤增殖活性方面的研究进展

赵淑琴, 丁爽 - Advances in Clinical Medicine, 2023 - hanspub.org
胶质瘤占原发性中枢神经系统恶性肿瘤的80%, 是大多数脑肿瘤相关死亡的原因;
不同类型的胶质瘤治疗方式的选择及预后是不同的; 2016 年, 中枢神经系统(CNS) …

[PDF][PDF] DKI 预测脑胶质瘤IDH 和TERT 分子分型的应用价值

X LV, H ZHAO, Q DONG, H ZHANG - CHINESE JOURNAL OF CT …, 2023 - diagnoschina.com
目的评估扩散峰度成像(dffusion kurtosis image, DKI) 预测较低级别脑胶质瘤(lower grade
glioma, LGG) 的异柠檬酸脱氢酶(isocitrate dehydrogenase, IDH) 和端粒酶逆转录酶 …

Combining Multi-Shell Diffusion with Conventional MRI Improves Molecular Diagnosis of Diffuse Gliomas with Deep Learning

G Karami, R Pascuzzo, M Figini, C Del Gratta, H Zhang… - Cancers, 2023 - mdpi.com
Simple Summary The integration of advanced magnetic resonance imaging (MRI) has the
potential to enable the improved prediction of the molecular diagnosis of adult-type gliomas …