Is deduce properly used in this sentence?

[Unregistered]

<The judge deduced him guilty after the evidence>

[Marylin]

<The judge deduced him guilty after the evidence>

No, that's wrong.

The judge found him guilty after being presented with the evidence.

or...after the evidence had been shown/had been introduced.

or

The judge came to the conclusion after reviewing all the evidence.