Is "non-use" a correct word in this sentence?

Hi,

Is "non-use" fine in the below sentence?

"The limitations of this study were non-use of physiology measurement equipment such as electroencephalography (EEG) devices, positron emission tomography (PET), heart rate changes (HRV), and blood pressure measurements for measuring the workload."

Any other corrections are needed?

Thanks!