Clinical applications of artificial intelligence and radiomics in neuro-oncology imaging

AAK Abdel Razek, A Alksas, M Shehata… - Insights into …, 2021 - Springer
This article is a comprehensive review of the basic background, technique, and clinical
applications of artificial intelligence (AI) and radiomics in the field of neuro-oncology. A …

Solitary fibrous tumors: Clinical and imaging features from head to toe

M Badawy, A Nada, J Crim, K Kabeel, L Layfield… - European Journal of …, 2022 - Elsevier
Solitary fibrous tumors (SFTs) are rare fibroblastic mesenchymal tumors that are usually
benign with variable malignant potential. They can develop in any organ due to their spindle …

T1 and ADC histogram parameters may be an in vivo biomarker for predicting the grade, subtype, and proliferative activity of meningioma

T Cao, R Jiang, L Zheng, R Zhang, X Chen, Z Wang… - European …, 2023 - Springer
Objective To investigate the value of histogram analysis of T1 mapping and diffusion-
weighted imaging (DWI) in predicting the grade, subtype, and proliferative activity of …

Differentiation of intracranial solitary fibrous tumor/hemangiopericytoma from atypical meningioma using apparent diffusion coefficient histogram analysis

X Liu, J Deng, Q Sun, C Xue, S Li, Q Zhou, X Huang… - Neurosurgical …, 2022 - Springer
This study aimed to investigate the value of apparent diffusion coefficient (ADC) histogram
analysis in differentiating intracranial solitary fibrous tumor/hemangiopericytoma (SFT/HPC) …

Differentiating intracranial solitary fibrous tumor/hemangiopericytoma from meningioma using diffusion-weighted imaging and susceptibility-weighted imaging

T Chen, B Jiang, Y Zheng, D She, H Zhang, Z Xing… - Neuroradiology, 2020 - Springer
Purpose Intracranial solitary fibrous tumor/hemangiopericytoma (SFT/HPC) and
meningioma are difficult to distinguish owing to their overlapping imaging manifestation on …

Accurate preoperative distinction of intracranial hemangiopericytoma from meningioma using a multihabitat and multisequence-based radiomics diagnostic technique

J Wei, L Li, Y Han, D Gu, Q Chen, J Wang, R Li… - Frontiers in …, 2020 - frontiersin.org
Background: Intracranial hemangiopericytoma (IHPC) and meningioma are both meningeal
neoplasms, but they have extremely different malignancy and outcomes. Because of their …

Radiological differentiation between intracranial meningioma and solitary fibrous tumor/hemangiopericytoma: a systematic literature review

ME El-Abtah, R Murayi, J Lee, PF Recinos… - World Neurosurgery, 2023 - Elsevier
Background Intracranial solitary fibrous tumor (SFT) is characterized by aggressive local
behavior and high post-resection recurrence rates. It is difficult to distinguish between SFT …

Clinical outcomes of solitary fibrous tumors and hemangiopericytomas and risk factors related to recurrence and survival based on the 2021 WHO classification of …

Y Wu, T Zhao, Y Cai, M Zheng, Y Zhang, Y Qu… - Journal of …, 2023 - thejns.org
OBJECTIVE The authors aimed to explore the clinical outcomes and risk factors related to
recurrence of and survival from solitary fibrous tumors (SFTs) and hemangiopericytomas …

[HTML][HTML] Differentiating angiomatous meningioma from atypical meningioma using histogram analysis of apparent diffusion coefficient maps

X Liu, T Han, Y Wang, H Liu, X Huang… - Quantitative Imaging in …, 2023 - ncbi.nlm.nih.gov
Background Preoperative differentiation between angiomatous meningioma (AM) and
atypical meningioma (ATM) is related to treatment planning. In this study, we explored the …

[HTML][HTML] The value of multiparametric histogram features based on intravoxel incoherent motion diffusion-weighted imaging (IVIM-DWI) for the differential diagnosis of …

Z Ai, Q Han, Z Huang, J Wu, Z Xiang - Annals of Translational …, 2020 - ncbi.nlm.nih.gov
Background The present study analyzed whole-lesion histogram parameters from intravoxel
incoherent motion diffusion-weighted imaging (IVIM-DWI) to explore the clinical value of …