Tracking tumor biology with radiomics: A systematic review utilizing a radiomics quality score

Radiotherapy and Oncology : Journal of the European Society for Therapeutic Radiology and Oncology
Sebastian SanduleanuPhilippe Lambin

Abstract

In this review we describe recent developments in the field of radiomics along with current relevant literature linking it to tumor biology. We furthermore explore the methodologic quality of these studies with our in-house radiomics quality scoring (RQS) tool. Finally, we offer our vision on necessary future steps for the development of stable radiomic features and their links to tumor biology. Two authors (S.S. and H.W.) independently performed a thorough systematic literature search and outcome extraction to identify relevant studies published in MEDLINE/PubMed (National Center for Biotechnology Information, NCBI), EMBASE (Ovid) and Web of Science (WoS). Two authors (S.S, H.W) separately and two authors (J.v.T and E.d.J) concordantly scored the articles for their methodology and analyses according to the previously published radiomics quality score (RQS). In summary, a total of 655 records were identified till 25-09-2017 based on the previously specified search terms, from which n = 236 in MEDLINE/PubMed, n = 215 in EMBASE and n = 204 from Web of Science. After determining full article availability and reading the available articles, a total of n = 41 studies were included in the systematic review. The RQS scoring resulted i...Continue Reading

Citations

Sep 5, 2019·European Journal of Nuclear Medicine and Molecular Imaging·P J BrownA Scarsbrook
Feb 27, 2020·The British Journal of Radiology·William RogersPhilippe Lambin
Mar 4, 2020·Journal of Personalized Medicine·Enrico Capobianco, Marco Dominietto
May 2, 2019·Journal of Magnetic Resonance Imaging : JMRI·Emaan AlviKenneth R Shroyer
Aug 18, 2020·Insights Into Imaging·Paula Martin-GonzalezEvis Sala
Jun 14, 2019·European Journal of Nuclear Medicine and Molecular Imaging·Gary J R Cook, Vicky Goh
Jun 27, 2019·Current Oncology Reports·Stephanie NougaretEvis Sala
Jun 20, 2020·Molecular Imaging and Biology : MIB : the Official Publication of the Academy of Molecular Imaging·Pengfei YangTianye Niu
May 31, 2020·European Radiology·Hongxi WangRong Tian
Jun 17, 2019·European Journal of Nuclear Medicine and Molecular Imaging·Andreas HolzingerIgor Jurisica
Sep 21, 2019·The British Journal of Radiology·Ulrike SchickMathieu Hatt
May 30, 2020·European Journal of Nuclear Medicine and Molecular Imaging·Jan C PeekenStephanie E Combs
Nov 11, 2020·Korean Journal of Radiology : Official Journal of the Korean Radiological Society·So Yeon WonSeung Koo Lee
Nov 27, 2020·RöFo : Fortschritte auf dem Gebiete der Röntgenstrahlen und der Nuklearmedizin·Daniel OverhoffUNKNOWN Präsidium der Österreichischen Röntgengesellschaft:
Jan 6, 2021·Radiology·Michal R Tomaszewski, Robert J Gillies
Jan 30, 2021·Seminars in Nuclear Medicine·Mathieu HattDimitris Visvikis
Nov 13, 2020·BJR Open·Loïg VaugierEmmanuel Jouglar
Mar 13, 2019·Reports of Practical Oncology and Radiotherapy : Journal of Greatpoland Cancer Center in Poznań and Polish Society of Radiation Oncology·Gustavo PozoJose Fermin Pérez-Regadera
Mar 4, 2021·Cancers·Bogdan BadicDimitris Visvikis
Dec 4, 2020·Methods : a Companion to Methods in Enzymology·Chong ZhangLeonard Wee
Mar 12, 2021·European Journal of Nuclear Medicine and Molecular Imaging·Guangyao WuPhilippe Lambin

❮ Previous
Next ❯

Related Concepts

Related Feeds

Bioinformatics in Biomedicine

Bioinformatics in biomedicine incorporates computer science, biology, chemistry, medicine, mathematics and statistics. Discover the latest research on bioinformatics in biomedicine here.

Cancer Imaging

Imaging techniques, including CT and MR, have become essential to tumor detection, diagnosis, and monitoring. Here is the latest research on cancer imaging.

Cancer Metabolism

In order for cancer cells to maintain rapid, uncontrolled cell proliferation, they must acquire a source of energy. Cancer cells acquire metabolic energy from their surrounding environment and utilize the host cell nutrients to do so. Here is the latest research on cancer metabolism.

Related Papers

Academic Emergency Medicine : Official Journal of the Society for Academic Emergency Medicine
Torben K BeckerGlobal Emergency Medicine Literature Review (GEMLR) Group
Haemophilia : the Official Journal of the World Federation of Hemophilia
C C LigockiA S Doria
© 2022 Meta ULC. All rights reserved