Radiomics in medical imaging—“how-to” guide and critical reflection
Abstract Radiomics is a quantitative approach to medical imaging, which aims at enhancing the existing data available to clinicians by means of advanced mathematical analysis. Through mathematical extraction of the spatial distribution of signal intensities and pixel interrelationships, radiomics qu...
Main Authors: | Janita E. van Timmeren, Davide Cester, Stephanie Tanadini-Lang, Hatem Alkadhi, Bettina Baessler |
---|---|
Format: | Article |
Language: | English |
Published: |
SpringerOpen
2020-08-01
|
Series: | Insights into Imaging |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s13244-020-00887-2 |
Similar Items
-
Systematic Review on the Association of Radiomics with Tumor Biological Endpoints
by: Agustina La Greca Saint-Esteven, et al.
Published: (2021-06-01) -
Virtual Monoenergetic Images of Dual-Energy CT—Impact on Repeatability, Reproducibility, and Classification in Radiomics
by: André Euler, et al.
Published: (2021-09-01) -
Robustness of radiomic features in magnetic resonance imaging: review and a phantom study
by: Renee Cattell, et al.
Published: (2019-11-01) -
How to develop a meaningful radiomic signature for clinical use in oncologic patients
by: Nikolaos Papanikolaou, et al.
Published: (2020-05-01) -
Preselection of robust radiomic features does not improve outcome modelling in non-small cell lung cancer based on clinical routine FDG-PET imaging
by: Carol Oliveira, et al.
Published: (2021-08-01)