Classification and neuroimaging of ependymal tumors

W Mu, H Dahmoush - Frontiers in Pediatrics, 2023 - frontiersin.org
Ependymal tumors arise from the ependymal cell remnants of the cerebral ventricles, the
central canal of the spinal cord, or the filum terminale or conus medullaris, although most …

Application of apparent diffusion coefficient histogram metrics for differentiation of pediatric posterior fossa tumors: a large retrospective study and brief review of …

FG Gonçalves, A Zandifar, JD Ub Kim… - Clinical …, 2022 - Springer
Purpose This study aimed to evaluate the application of apparent diffusion coefficient (ADC)
histogram analysis to differentiate posterior fossa tumors (PFTs) in children. Methods A total …

Automatic machine learning to differentiate pediatric posterior fossa tumors on routine MR imaging

H Zhou, R Hu, O Tang, C Hu, L Tang, K Chang… - American Journal of …, 2020 - ajnr.org
BACKGROUND AND PURPOSE: Differentiating the types of pediatric posterior fossa tumors
on routine imaging may help in preoperative evaluation and guide surgical resection …

Toward MR‐only proton therapy planning for pediatric brain tumors: Synthesis of relative proton stop** power images with multiple sequence MRI and development …

C Wang, J Uh, T Patni, T Merchant, Y Li, C Hua… - Medical …, 2022 - Wiley Online Library
Purpose To generate synthetic relative proton stop** power (sRPSP) images from
magnetic resonance imaging (MRI) sequence (s) and develop an online quality assurance …

Radiomic phenotypes distinguish atypical teratoid/rhabdoid tumors from medulloblastoma

M Zhang, SW Wong, S Lummus, M Han… - American Journal of …, 2021 - ajnr.org
BACKGROUND AND PURPOSE: Atypical teratoid/rhabdoid tumors and medulloblastomas
have similar imaging and histologic features but distinctly different outcomes. We …

Radiomic signatures of posterior fossa ependymoma: molecular subgroups and risk profiles

M Zhang, E Wang, D Yecies, LT Tam, M Han… - Neuro …, 2022 - academic.oup.com
Background The risk profile for posterior fossa ependymoma (EP) depends on surgical and
molecular status [Group A (PFA) versus Group B (PFB)]. While subtotal tumor resection is …

Machine assist for pediatric posterior fossa tumor diagnosis: a multinational study

M Zhang, SW Wong, JN Wright, S Toescu… - …, 2021 - journals.lww.com
BACKGROUND Clinicians and machine classifiers reliably diagnose pilocytic astrocytoma
(PA) on magnetic resonance imaging (MRI) but less accurately distinguish medulloblastoma …

Imaging of CNS Tumors

NA Fayadh, NK Al-Waely, KM Alshuqayfi… - Surgical Neuro-Oncology …, 2024 - Springer
This chapter offers a comprehensive exploration of the imaging aspects related to CNS
tumors. It covers characteristic radiological features, composition features like the presence …

[HTML][HTML] Machine learning in the classification of pediatric posterior fossa tumors: A systematic review

AG Yearley, SE Blitz, RV Patel, A Chan, LC Baird… - Cancers, 2022 - mdpi.com
Simple Summary Diagnosis of posterior fossa tumors is challenging yet proper classification
is imperative given that treatment decisions diverge based on tumor type. The aim of this …

Tumors and Tumor-Like Lesions

SY Huang, RY Huang, BA Vachha - What Radiology Residents Need to …, 2025 - Springer
This chapter reviews the imaging patterns of a select number of central nervous system
neoplasms that (radiology) residents are expected to be familiar with. Tumors are classified …