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"log transformed" is correct and usable in written English.
You can use it when you want to refer to a mathematical or statistical process in which the original data is changed by a mathematical function (usually logarithmic) to make the data easier to analyze or compare. For example, "The data has been log transformed to make it easier to analyze."
Exact(37)
* Log transformed.
TIN data were log transformed.
CFU data were log transformed.
All terms are log transformed.
Values of all variables were log transformed.
The tumor size data was log transformed.
Similar(23)
Gene expression values were log-transformed.
Next, the expression values are log-transformed.
Log-transformed data were analyzed.
Viral loads were log-transformed.
Data were log-transformed when necessary.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com