Analysis of Texture feature

[RADIOMICS LEARNER]

Hello,

I have extracted texture feature in a selected ROI's. I want to see the changes in these features longitudinally- at different time points and also compare in different patients.

Is there any software to make it easier? Because it's a huge data and manual processing of excel sheets makes it very difficult.

Let me know.

Thanks.

Kind Regards,

[Joost van Griethuysen]

Analysis of extracted Radiomics features is often done using machine learning / statistics software, as the high dimensionality of the data makes this non-trivial.

As to working with the output data from PyRadiomics, I generally work in Python, using packages such as pandas (data cleaning etc, including e.g. calculating changes-over-time: delta-radiomics), numpy (numerical operations), scipy (additional formulas, measurements, statistics) and scikit-learn (machine learning).

If you want to do analysis in R, there are equally valid and powerful tools available, but here I have less experience.

Regards,

Joost

Op dinsdag 17 september 2019 17:12:19 UTC+2 schreef RADIOMICS LEARNER: