Technical Note: Ontology‐guided radiomics analysis workflow (O‐RAW)

• Published in: Medical physics (Lancaster) Vol. 46; no. 12; pp. 5677 - 5684
• Main Authors: Shi, Zhenwei, Traverso, Alberto, Soest, Johan, Dekker, Andre, Wee, Leonard
• Format: Journal Article
• Language: English
• Published: United States John Wiley and Sons Inc 01.12.2019
• Subjects: Biological Ontologies; FAIR data; Image Processing, Computer-Assisted - methods; ontology; QUANTITATIVE IMAGING AND IMAGE PROCESSING; radiomics; semantic web; software; Technical Note; Workflow; radiomics; software; semantic web; FAIR data; ontology

Purpose Radiomics is the process to automate tumor feature extraction from medical images. This has shown potential for quantifying the tumor phenotype and predicting treatment response. The three major challenges of radiomics research and clinical adoption are: (a) lack of standardized methodology...