[HTML][HTML] Magnetic resonance spectroscopy in diagnosis and follow-up of gliomas: State-of-the-Art

M Galijasevic, R Steiger, S Mangesius, J Mangesius… - Cancers, 2022 - mdpi.com
Simple Summary Magnetic resonance spectroscopy (MRS) is a useful technique in
diagnosis and follow-up of gliomas. In this review we provide an insight in the use of both …

The role of diffusion tensor imaging metrics in the discrimination between cerebellar medulloblastoma and brainstem glioma

NM Duc - Pediatric blood & cancer, 2020 - Wiley Online Library
Background Differentiation between cerebellar medulloblastoma and brainstem glioma is
necessary for certain clinical circumstances. We aimed to evaluate the function of diffusion …

[HTML][HTML] Circular and fusion RNAs in medulloblastoma development

A Azatyan, PG Zaphiropoulos - Cancers, 2022 - mdpi.com
Simple Summary Expression of circular RNAs is known to be deregulated in cancer. Here
the most comprehensive set of differentially expressed RNA circles in medulloblastoma …

[HTML][HTML] The role of apparent diffusion coefficient in the differentiation between cerebellar medulloblastoma and brainstem glioma

P Minh Thong, N Minh Duc - Neurology International, 2020 - mdpi.com
For certain clinical circumstances, the differentiation between cerebellar medulloblastoma
and brainstem glioma is essential. We aimed to evaluate the role played by the apparent …

[HTML][HTML] Deciphering Machine Learning Decisions to Distinguish between Posterior Fossa Tumor Types Using MRI Features: What Do the Data Tell Us?

T Tanyel, C Nadarajan, NM Duc, B Keserci - Cancers, 2023 - mdpi.com
Simple Summary This paper focuses on interpreting machine learning (ML) models'
decisions in medical diagnoses, specifically for four types of posterior fossa tumors in …

Beyond known reality: Exploiting counterfactual explanations for medical research

T Tanyel, S Ayvaz, B Keserci - arXiv preprint arXiv:2307.02131, 2023 - arxiv.org
This study employs counterfactual explanations to explore" what if?" scenarios in medical
research, with the aim of expanding our understanding beyond existing boundaries …

Magnetic resonance imaging findings of intracranial extraventricular ependymoma: A retrospective multi‐center cohort study of 114 cases

L Li, Y Fu, Y Zhang, Y Mao, D Huang, X Yi… - Cancer …, 2023 - Wiley Online Library
Background Intracranial extraventricular ependymoma (IEE) is an ependymoma located in
the brain parenchyma outside the ventricles. IEE has overlapping clinical and imaging …

[HTML][HTML] Systematic analysis of MCM3 in pediatric medulloblastoma via multi-omics analysis

L Cao, Y Zhao, Z Liang, J Yang, J Wang… - Frontiers in Molecular …, 2022 - frontiersin.org
Minichromosome maintenance proteins are DNA-dependent ATPases that bind to
replication origins and allow a single round of DNA replication. One member of this family …

The role of quantum-enhanced support vector machine using multiparametric MRI parameters in differentiating medulloblastoma from ependymoma

E Akpınar, NM Duc, B Kesercİ - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Brain tumors are the leading cause of death from solid tumors in the childhood. The most
common pediatric brain cancers are posterior fossa tumors, with Medulloblastoma (MB) and …

[HTML][HTML] The diagnostic function of intravoxel incoherent motion for distinguishing between pilocytic astrocytoma and ependymoma

N Minh Duc - Plos one, 2021 - journals.plos.org
Introduction Intravoxel incoherent motion (IVIM) imaging concurrently measures diffusion
and perfusion parameters and has potential applications for brain tumor classification …