A comprehensive review on machine learning in brain tumor classification: taxonomy, challenges, and future trends

M Ghorbian, S Ghorbian, M Ghobaei-arani - Biomedical Signal Processing …, 2024 - Elsevier
Abstract In recent years, Machine Learning (ML), a key component of artificial intelligence
(AI), has become increasingly popular in data analysis and processing. ML is now widely …

Survival prediction in gliomas: current state and novel approaches

R Zhao, A Krauze - Exon Publications, 2021 - exonpublications.com
Gliomas are neurologically devastating tumors with generally poor outcomes. Traditionally,
survival prediction in glioma is studied from clinical features using statistical approaches …

Diagnostic utility of the immunohistochemical expression of serine and arginine rich splicing factor 1 (SRSF1) in the differential diagnosis of adult gliomas

G Broggi, L Salvatorelli, D Barbagallo, F Certo, R Altieri… - Cancers, 2021 - mdpi.com
Simple Summary Gliomas represent a wide group of central nervous system neoplasms,
arising from the glial component of the central nervous system. They are generally sub …

[HTML][HTML] Identification three LncRNA prognostic signature of ovarian cancer based on genome-wide copy number variation

M Zheng, Y Hu, R Gou, X Nie, X Li, J Liu… - Biomedicine & …, 2020 - Elsevier
Purpose Ovarian cancer is one of the most common malignant tumors of the female
reproductive system, which seriously threatens the health of patients. It is of great …

Ki‐67 and MCM6 labeling indices are correlated with overall survival in anaplastic oligodendroglioma, IDH1‐mutant and 1p/19q‐codeleted: a multicenter study from …

C Pouget, S Hergalant, E Lardenois… - Brain …, 2020 - Wiley Online Library
Abstract Anaplastic oligodendroglioma (AO), IDH‐mutant and 1p/19q codeleted
(IDHmut+/1p19qcodel), is a high‐grade glioma with only limited prognostic markers. The …

Identification of prognostic dosage-sensitive genes in colorectal cancer based on multi-omics

Z Chang, X Miao, W Zhao - Frontiers in Genetics, 2020 - frontiersin.org
Several studies have already identified the prognostic markers in colorectal cancer (CRC)
based on somatic copy number alteration (SCNA). However, very little information is …

Identification of genome-wide copy number variation-driven subtypes for the treatment and prognostic prediction of esophageal carcinoma

C Zhao, H Han, Y Tian, G Qu, Y Xu, Y Wang, L Shi - Heliyon, 2024 - cell.com
Background Esophageal carcinoma (ESCA) is a frequently detected gastrointestinal cancer.
Copy number variants (CNVs) have a dramatic impact on the screening, diagnosis and …

Characteristics of anaplastic oligodendrogliomas short-term survivors: a POLA Network Study

L Garnier, C Vidal, O Chinot… - The …, 2022 - academic.oup.com
Background Anaplastic oligodendrogliomas IDH-mutant and 1p/19q codeleted (AO)
occasionally have a poor outcome. Herein we aimed at analyzing their characteristics …

Total copy number variation, somatic mutation burden, and histologic grade correlate with clinical outcome in oligodendroglioma

TE Richardson, M Williams, K Galbraith… - Clinical …, 2020 - search.proquest.com
Sir,–With the 2016 update to the WHO Classification of Tumours of the Central Nervous
System, diffuse gliomas in adults have been reclassified according to mutations in IDH1 or …

Applicazione diagnostica e prognostica dell'asse molecolare CircSMARCA5-SRSF1 nei gliomi diffusi e circoscritti degli adulti

G Broggi - 2024 - tesidottorato.depositolegale.it
The aim of this research is to study both at immunohistochemical and molecular level the
selective activation of CircSMARCA5-SRSF1 molecular axis in a cohort of glioblastoma …