Beyond Glioma: The Utility of Radiomic Analysis for Non-Glial Intracranial Tumors

Darius Kalasauskas; Michael Kosterhon; Naureen Keric; Oliver Korczynski; Andrea Kronfeld; Florian Ringel; Ahmed Othman; Marc A. Brockmann

doi:10.3390/cancers14030836

Beyond Glioma: The Utility of Radiomic Analysis for Non-Glial Intracranial Tumors

Darius Kalasauskas, Michael Kosterhon, Naureen Keric, Oliver Korczynski, Andrea Kronfeld, Florian Ringel, Ahmed Othman, Marc A. Brockmann^*

^*Corresponding author for this work

Johannes Gutenberg University Mainz

5 Citations (Scopus)

Abstract

The field of radiomics is rapidly expanding and gaining a valuable role in neu-ro-oncology. The possibilities related to the use of radiomic analysis, such as distinguishing types of malignancies, predicting tumor grade, determining the presence of particular molecular mark-ers, consistency, therapy response, and prognosis, can considerably influence decision-making in medicine in the near future. Even though the main focus of radiomic analyses has been on glial CNS tumors, studies on other intracranial tumors have shown encouraging results. Therefore, as the main focus of this review, we performed an analysis of publications on PubMed and Web of Science databases, focusing on radiomics in CNS metastases, lymphoma, meningioma, medullo-blastoma, and pituitary tumors.

Original language	English
Article number	836
Journal	Cancers
Volume	14
Issue number	3
ISSN	2072-6694
DOIs	https://doi.org/10.3390/cancers14030836
Publication status	Published - 01.02.2022

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Research Areas and Centers

Research Area: Luebeck Integrated Oncology Network (LION)

DFG Research Classification Scheme

2.23-07 Clinical Neurology, Neurosurgery and Neuroradiology

Access to Document

10.3390/cancers14030836

Cite this

@article{0b5c7265ba8d41bebe56235b695bfda9,

title = "Beyond Glioma: The Utility of Radiomic Analysis for Non-Glial Intracranial Tumors",

abstract = "The field of radiomics is rapidly expanding and gaining a valuable role in neu-ro-oncology. The possibilities related to the use of radiomic analysis, such as distinguishing types of malignancies, predicting tumor grade, determining the presence of particular molecular mark-ers, consistency, therapy response, and prognosis, can considerably influence decision-making in medicine in the near future. Even though the main focus of radiomic analyses has been on glial CNS tumors, studies on other intracranial tumors have shown encouraging results. Therefore, as the main focus of this review, we performed an analysis of publications on PubMed and Web of Science databases, focusing on radiomics in CNS metastases, lymphoma, meningioma, medullo-blastoma, and pituitary tumors.",

author = "Darius Kalasauskas and Michael Kosterhon and Naureen Keric and Oliver Korczynski and Andrea Kronfeld and Florian Ringel and Ahmed Othman and Brockmann, \{Marc A.\}",

note = "Publisher Copyright: {\textcopyright} 2022 by the authors. Licensee MDPI, Basel, Switzerland.",

year = "2022",

month = feb,

day = "1",

doi = "10.3390/cancers14030836",

language = "English",

volume = "14",

journal = "Cancers",

issn = "2072-6694",

publisher = "MDPI",

number = "3",

}

TY - JOUR

T1 - Beyond Glioma

T2 - The Utility of Radiomic Analysis for Non-Glial Intracranial Tumors

AU - Kalasauskas, Darius

AU - Kosterhon, Michael

AU - Keric, Naureen

AU - Korczynski, Oliver

AU - Kronfeld, Andrea

AU - Ringel, Florian

AU - Othman, Ahmed

AU - Brockmann, Marc A.

PY - 2022/2/1

Y1 - 2022/2/1

N2 - The field of radiomics is rapidly expanding and gaining a valuable role in neu-ro-oncology. The possibilities related to the use of radiomic analysis, such as distinguishing types of malignancies, predicting tumor grade, determining the presence of particular molecular mark-ers, consistency, therapy response, and prognosis, can considerably influence decision-making in medicine in the near future. Even though the main focus of radiomic analyses has been on glial CNS tumors, studies on other intracranial tumors have shown encouraging results. Therefore, as the main focus of this review, we performed an analysis of publications on PubMed and Web of Science databases, focusing on radiomics in CNS metastases, lymphoma, meningioma, medullo-blastoma, and pituitary tumors.

AB - The field of radiomics is rapidly expanding and gaining a valuable role in neu-ro-oncology. The possibilities related to the use of radiomic analysis, such as distinguishing types of malignancies, predicting tumor grade, determining the presence of particular molecular mark-ers, consistency, therapy response, and prognosis, can considerably influence decision-making in medicine in the near future. Even though the main focus of radiomic analyses has been on glial CNS tumors, studies on other intracranial tumors have shown encouraging results. Therefore, as the main focus of this review, we performed an analysis of publications on PubMed and Web of Science databases, focusing on radiomics in CNS metastases, lymphoma, meningioma, medullo-blastoma, and pituitary tumors.

UR - https://www.scopus.com/pages/publications/85124042529

U2 - 10.3390/cancers14030836

DO - 10.3390/cancers14030836

M3 - Scientific review articles

AN - SCOPUS:85124042529

SN - 2072-6694

VL - 14

JO - Cancers

JF - Cancers

IS - 3

M1 - 836

ER -

Beyond Glioma: The Utility of Radiomic Analysis for Non-Glial Intracranial Tumors

Abstract

UN SDGs

Research Areas and Centers

DFG Research Classification Scheme

Access to Document

Other files and links

Fingerprint

Cite this