Table 1.

Details of various software packages available for radiomic feature calculation. The listed number of citations are those that cite the initial publication introducing the platform according to PubMed (search on 30/01/2020)

Software	Year of publication	Citations	IBSI-compliant?	Free?	Open source?	Feature sets calculated	Mathematical equations documented?
MaZda [24]	2009	366	×	✓	×	Shape, intensity and texture	×
Chang-Gung Image Texture Analysis (CGITA) [25]	2014	65	×	✓	✓	Intensity and texture	×
IBEX [13]	2015	134	×	✓	✓	Shape, intensity and texture	✓
Moddicom [26]	2015	13	×	✓	✓	Shape, intensity and texture	×
PyRadiomics [14]	2017	324	✓	✓	✓	Shape, intensity and texture	✓
LIFEx [15]	2018	84	✓	✓	×	Shape, intensity and texture	✓
Quantitative Image Feature Engine (QIFE) [27]	2018	13	×	✓	✓	Shape, intensity and texture	×
CERR [12]	2018	25	✓	✓	✓	Shape, intensity and texture	✓
MITK Phenotyping [28]	2019	6	✓	✓	✓	Shape, intensity and texture	✓
RaCat [29]	2019	4	✓	✓	✓	Shape, intensity and texture	×
PORTS v.1.1 matlab software (www.ncihub.org/resources/1663)	Not published	Not published	×	✓	✓	Intensity and texture	✓
MatLab package (www.github.com/mvallieres/radiomics)	Not published	Not published	✓	✓	✓	Shape, intensity and texture	✓
TexRad	Not published	Not published	Unknown	×	×	Unknown	Unknown
Oncoradiomics	Not published	Not published	Unknown	×	×	Unknown	Unknown